You can duplicating this space and use your own session token:
Instruction on how to get session token can be seen in video here. Add your session token by going to settings and add under secrets.
" + ) + + with gr.Column(): + with gr.Row(): + inp = gr.Image(label="Input Image", type="filepath") + vocab = gr.Dropdown( + ["lvis", "objects365", "openimages", "coco"], + label="Vocabulary", + value="lvis", + ) + + btn_detic = gr.Button("Run Detic+ChatGPT") + with gr.Row(): + outviz = gr.Image(label="Visualization", type="pil") + output_desc = gr.Textbox(label="ChatGPT Description", lines=5) + # outputjson = gr.JSON(label="Detected Objects") + + btn_detic.click(fn=inference, inputs=[inp, vocab], outputs=[outviz, output_desc]) + +demo.launch() diff --git a/configs/Base-C2_L_R5021k_640b64_4x.yaml b/configs/Base-C2_L_R5021k_640b64_4x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..eb3c3c0f3b60580b50fa805d1bd7d86196796157 --- /dev/null +++ b/configs/Base-C2_L_R5021k_640b64_4x.yaml @@ -0,0 +1,82 @@ +MODEL: + META_ARCHITECTURE: "CustomRCNN" + MASK_ON: True + PROPOSAL_GENERATOR: + NAME: "CenterNet" + WEIGHTS: "models/resnet50_miil_21k.pkl" + BACKBONE: + NAME: build_p67_timm_fpn_backbone + TIMM: + BASE_NAME: resnet50_in21k + FPN: + IN_FEATURES: ["layer3", "layer4", "layer5"] + PIXEL_MEAN: [123.675, 116.280, 103.530] + PIXEL_STD: [58.395, 57.12, 57.375] + ROI_HEADS: + NAME: DeticCascadeROIHeads + IN_FEATURES: ["p3", "p4", "p5"] + IOU_THRESHOLDS: [0.6] + NUM_CLASSES: 1203 + SCORE_THRESH_TEST: 0.02 + NMS_THRESH_TEST: 0.5 + ROI_BOX_CASCADE_HEAD: + IOUS: [0.6, 0.7, 0.8] + ROI_BOX_HEAD: + NAME: "FastRCNNConvFCHead" + NUM_FC: 2 + POOLER_RESOLUTION: 7 + CLS_AGNOSTIC_BBOX_REG: True + MULT_PROPOSAL_SCORE: True + + USE_SIGMOID_CE: True + USE_FED_LOSS: True + ROI_MASK_HEAD: + NAME: "MaskRCNNConvUpsampleHead" + NUM_CONV: 4 + POOLER_RESOLUTION: 14 + CLS_AGNOSTIC_MASK: True + CENTERNET: + NUM_CLASSES: 1203 + REG_WEIGHT: 1. + NOT_NORM_REG: True + ONLY_PROPOSAL: True + WITH_AGN_HM: True + INFERENCE_TH: 0.0001 + PRE_NMS_TOPK_TRAIN: 4000 + POST_NMS_TOPK_TRAIN: 2000 + PRE_NMS_TOPK_TEST: 1000 + POST_NMS_TOPK_TEST: 256 + NMS_TH_TRAIN: 0.9 + NMS_TH_TEST: 0.9 + POS_WEIGHT: 0.5 + NEG_WEIGHT: 0.5 + IGNORE_HIGH_FP: 0.85 +DATASETS: + TRAIN: ("lvis_v1_train",) + TEST: ("lvis_v1_val",) +DATALOADER: + SAMPLER_TRAIN: "RepeatFactorTrainingSampler" + REPEAT_THRESHOLD: 0.001 + NUM_WORKERS: 8 +TEST: + DETECTIONS_PER_IMAGE: 300 +SOLVER: + LR_SCHEDULER_NAME: "WarmupCosineLR" + CHECKPOINT_PERIOD: 1000000000 + WARMUP_ITERS: 10000 + WARMUP_FACTOR: 0.0001 + USE_CUSTOM_SOLVER: True + OPTIMIZER: "ADAMW" + MAX_ITER: 90000 + IMS_PER_BATCH: 64 + BASE_LR: 0.0002 + CLIP_GRADIENTS: + ENABLED: True +INPUT: + FORMAT: RGB + CUSTOM_AUG: EfficientDetResizeCrop + TRAIN_SIZE: 640 +OUTPUT_DIR: "./output/Detic/auto" +EVAL_PROPOSAL_AR: False +VERSION: 2 +FP16: True \ No newline at end of file diff --git a/configs/Base-DeformDETR_L_R50_4x.yaml b/configs/Base-DeformDETR_L_R50_4x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a689ee5bf3cf9f66a8d4838517653efeb8619b93 --- /dev/null +++ b/configs/Base-DeformDETR_L_R50_4x.yaml @@ -0,0 +1,59 @@ +MODEL: + META_ARCHITECTURE: "DeformableDetr" + WEIGHTS: "detectron2://ImageNetPretrained/torchvision/R-50.pkl" + PIXEL_MEAN: [123.675, 116.280, 103.530] + PIXEL_STD: [58.395, 57.120, 57.375] + MASK_ON: False + RESNETS: + DEPTH: 50 + STRIDE_IN_1X1: False + OUT_FEATURES: ["res3", "res4", "res5"] + DETR: + CLS_WEIGHT: 2.0 + GIOU_WEIGHT: 2.0 + L1_WEIGHT: 5.0 + NUM_OBJECT_QUERIES: 300 + DIM_FEEDFORWARD: 1024 + WITH_BOX_REFINE: True + TWO_STAGE: True + NUM_CLASSES: 1203 + USE_FED_LOSS: True +DATASETS: + TRAIN: ("lvis_v1_train",) + TEST: ("lvis_v1_val",) +SOLVER: + CHECKPOINT_PERIOD: 10000000 + USE_CUSTOM_SOLVER: True + IMS_PER_BATCH: 32 + BASE_LR: 0.0002 + STEPS: (150000,) + MAX_ITER: 180000 + WARMUP_FACTOR: 1.0 + WARMUP_ITERS: 10 + WEIGHT_DECAY: 0.0001 + OPTIMIZER: "ADAMW" + BACKBONE_MULTIPLIER: 0.1 + CLIP_GRADIENTS: + ENABLED: True + CLIP_TYPE: "full_model" + CLIP_VALUE: 0.01 + NORM_TYPE: 2.0 + CUSTOM_MULTIPLIER: 0.1 + CUSTOM_MULTIPLIER_NAME: ['reference_points', 'sampling_offsets'] +INPUT: + FORMAT: "RGB" + MIN_SIZE_TRAIN: (480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800) + CROP: + ENABLED: True + TYPE: "absolute_range" + SIZE: (384, 600) + CUSTOM_AUG: "DETR" +TEST: + DETECTIONS_PER_IMAGE: 300 +DATALOADER: + FILTER_EMPTY_ANNOTATIONS: False + NUM_WORKERS: 4 + SAMPLER_TRAIN: "RepeatFactorTrainingSampler" + REPEAT_THRESHOLD: 0.001 +OUTPUT_DIR: "output/Detic/auto" +VERSION: 2 \ No newline at end of file diff --git a/configs/Base_OVCOCO_C4_1x.yaml b/configs/Base_OVCOCO_C4_1x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..189d03cf58ea87bd60a50b20f02a7c7d4cc7777f --- /dev/null +++ b/configs/Base_OVCOCO_C4_1x.yaml @@ -0,0 +1,31 @@ +MODEL: + META_ARCHITECTURE: "CustomRCNN" + RPN: + PRE_NMS_TOPK_TEST: 6000 + POST_NMS_TOPK_TEST: 1000 + ROI_HEADS: + NAME: "CustomRes5ROIHeads" + WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" + RESNETS: + DEPTH: 50 + ROI_BOX_HEAD: + CLS_AGNOSTIC_BBOX_REG: True + USE_SIGMOID_CE: True + USE_ZEROSHOT_CLS: True + ZEROSHOT_WEIGHT_PATH: 'datasets/metadata/coco_clip_a+cname.npy' + IGNORE_ZERO_CATS: True + CAT_FREQ_PATH: 'datasets/coco/zero-shot/instances_train2017_seen_2_oriorder_cat_info.json' +DATASETS: + TRAIN: ("coco_zeroshot_train_oriorder",) + TEST: ("coco_generalized_zeroshot_val",) +SOLVER: + IMS_PER_BATCH: 16 + BASE_LR: 0.02 + STEPS: (60000, 80000) + MAX_ITER: 90000 + CHECKPOINT_PERIOD: 1000000000 +INPUT: + MIN_SIZE_TRAIN: (800,) +VERSION: 2 +OUTPUT_DIR: output/Detic-COCO/auto +FP16: True \ No newline at end of file diff --git a/configs/BoxSup-C2_LCOCO_CLIP_SwinB_896b32_4x.yaml b/configs/BoxSup-C2_LCOCO_CLIP_SwinB_896b32_4x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..39ee45ac967682c43317a1862ed9c84c85337a52 --- /dev/null +++ b/configs/BoxSup-C2_LCOCO_CLIP_SwinB_896b32_4x.yaml @@ -0,0 +1,19 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + WEIGHTS: "models/swin_base_patch4_window7_224_22k.pkl" + BACKBONE: + NAME: build_swintransformer_fpn_backbone + SWIN: + SIZE: B-22k + FPN: + IN_FEATURES: ["swin1", "swin2", "swin3"] +SOLVER: + MAX_ITER: 180000 + IMS_PER_BATCH: 32 + BASE_LR: 0.0001 +INPUT: + TRAIN_SIZE: 896 +DATASETS: + TRAIN: ("lvis_v1_train+coco",) \ No newline at end of file diff --git a/configs/BoxSup-C2_L_CLIP_R5021k_640b64_4x.yaml b/configs/BoxSup-C2_L_CLIP_R5021k_640b64_4x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..91a25ee2ad2403da37c2c81e3e73ed41569be1b2 --- /dev/null +++ b/configs/BoxSup-C2_L_CLIP_R5021k_640b64_4x.yaml @@ -0,0 +1,4 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True \ No newline at end of file diff --git a/configs/BoxSup-C2_L_CLIP_SwinB_896b32_4x.yaml b/configs/BoxSup-C2_L_CLIP_SwinB_896b32_4x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bf6e93a83064b608c9a5ed2b072f1dba48f9afda --- /dev/null +++ b/configs/BoxSup-C2_L_CLIP_SwinB_896b32_4x.yaml @@ -0,0 +1,17 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + WEIGHTS: "models/swin_base_patch4_window7_224_22k.pkl" + BACKBONE: + NAME: build_swintransformer_fpn_backbone + SWIN: + SIZE: B-22k + FPN: + IN_FEATURES: ["swin1", "swin2", "swin3"] +SOLVER: + MAX_ITER: 180000 + IMS_PER_BATCH: 32 + BASE_LR: 0.0001 +INPUT: + TRAIN_SIZE: 896 \ No newline at end of file diff --git a/configs/BoxSup-C2_Lbase_CLIP_R5021k_640b64_4x.yaml b/configs/BoxSup-C2_Lbase_CLIP_R5021k_640b64_4x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a4d73a060f0e6f684093c268ef82105a97cb2449 --- /dev/null +++ b/configs/BoxSup-C2_Lbase_CLIP_R5021k_640b64_4x.yaml @@ -0,0 +1,6 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True +DATASETS: + TRAIN: ("lvis_v1_train_norare",) \ No newline at end of file diff --git a/configs/BoxSup-C2_Lbase_CLIP_SwinB_896b32_4x.yaml b/configs/BoxSup-C2_Lbase_CLIP_SwinB_896b32_4x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f271ac558c3a280235c83a203c0ec2075f0ac322 --- /dev/null +++ b/configs/BoxSup-C2_Lbase_CLIP_SwinB_896b32_4x.yaml @@ -0,0 +1,19 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + WEIGHTS: "models/swin_base_patch4_window7_224_22k.pkl" + BACKBONE: + NAME: build_swintransformer_fpn_backbone + SWIN: + SIZE: B-22k + FPN: + IN_FEATURES: ["swin1", "swin2", "swin3"] +SOLVER: + MAX_ITER: 180000 + IMS_PER_BATCH: 32 + BASE_LR: 0.0001 +INPUT: + TRAIN_SIZE: 896 +DATASETS: + TRAIN: ("lvis_v1_train_norare",) \ No newline at end of file diff --git a/configs/BoxSup-DeformDETR_L_R50_2x.yaml b/configs/BoxSup-DeformDETR_L_R50_2x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..aed66e1fba3dc992aa856cd2cf8fa6a0c63b1117 --- /dev/null +++ b/configs/BoxSup-DeformDETR_L_R50_2x.yaml @@ -0,0 +1,3 @@ +_BASE_: "Base-DeformDETR_L_R50_4x.yaml" +SOLVER: + IMS_PER_BATCH: 16 \ No newline at end of file diff --git a/configs/BoxSup-DeformDETR_L_R50_4x.yaml b/configs/BoxSup-DeformDETR_L_R50_4x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a5ee4566ffa67bd9a8f1832d40b0ffd4aefda7b1 --- /dev/null +++ b/configs/BoxSup-DeformDETR_L_R50_4x.yaml @@ -0,0 +1 @@ +_BASE_: "Base-DeformDETR_L_R50_4x.yaml" \ No newline at end of file diff --git a/configs/BoxSup_OVCOCO_CLIP_R50_1x.yaml b/configs/BoxSup_OVCOCO_CLIP_R50_1x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..b6c977fbacd99e3f10e1aa86345acb114800303f --- /dev/null +++ b/configs/BoxSup_OVCOCO_CLIP_R50_1x.yaml @@ -0,0 +1 @@ +_BASE_: "Base_OVCOCO_C4_1x.yaml" diff --git a/configs/Detic_DeformDETR_LI_R50_4x_ft4x.yaml b/configs/Detic_DeformDETR_LI_R50_4x_ft4x.yaml new file mode 100644 index 0000000000000000000000000000000000000000..2da679cd4a61c399c0647c63faec66471d8c56ee --- /dev/null +++ b/configs/Detic_DeformDETR_LI_R50_4x_ft4x.yaml @@ -0,0 +1,22 @@ +_BASE_: "Base-DeformDETR_L_R50_4x.yaml" +MODEL: + WEIGHTS: "models/BoxSup-DeformDETR_L_R50_4x.pth" +INPUT: + CUSTOM_AUG: ResizeShortestEdge + MIN_SIZE_TRAIN_SAMPLING: range + MIN_SIZE_TRAIN: [480, 800] +DATASETS: + TRAIN: ("lvis_v1_train","imagenet_lvis_v1") + TEST: ("lvis_v1_val",) +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [4, 16] + USE_RFS: [True, False] + DATASET_MIN_SIZES: [[480, 800], [240, 400]] + DATASET_MAX_SIZES: [1333, 667] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'image'] +WITH_IMAGE_LABELS: True diff --git a/configs/Detic_LCOCOI21k_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml b/configs/Detic_LCOCOI21k_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a3dba8d0721eb37284535d17c7babc25052b4437 --- /dev/null +++ b/configs/Detic_LCOCOI21k_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml @@ -0,0 +1,43 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + WEIGHTS: "models/BoxSup-C2_LCOCO_CLIP_SwinB_896b32_4x.pth" + DYNAMIC_CLASSIFIER: True + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + IMAGE_LABEL_LOSS: 'max_size' + ZEROSHOT_WEIGHT_PATH: 'datasets/metadata/lvis-21k_clip_a+cname.npy' + USE_FED_LOSS: False # Federated loss is enabled when DYNAMIC_CLASSIFIER is on + ROI_HEADS: + NUM_CLASSES: 22047 + BACKBONE: + NAME: build_swintransformer_fpn_backbone + SWIN: + SIZE: B-22k + FPN: + IN_FEATURES: ["swin1", "swin2", "swin3"] + RESET_CLS_TESTS: True + TEST_CLASSIFIERS: ("datasets/metadata/oid_clip_a+cname.npy","datasets/metadata/o365_clip_a+cnamefix.npy") + TEST_NUM_CLASSES: [500, 365] +SOLVER: + MAX_ITER: 180000 + IMS_PER_BATCH: 32 + BASE_LR: 0.0001 + WARMUP_ITERS: 1000 + WARMUP_FACTOR: 0.001 +DATASETS: + TRAIN: ("lvis_v1_train+coco","imagenet_lvis-22k") + TEST: ('oid_val_expanded', 'objects365_v2_val') +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 16] + USE_DIFF_BS_SIZE: True + DATASET_BS: [4, 16] + DATASET_INPUT_SIZE: [896, 448] + USE_RFS: [True, False] + DATASET_INPUT_SCALE: [[0.1, 2.0], [0.5, 1.5]] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'image'] + NUM_WORKERS: 4 + USE_TAR_DATASET: True +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_LI21k_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml b/configs/Detic_LI21k_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3b8633caac5362b50db54768eef609ef5d05d70e --- /dev/null +++ b/configs/Detic_LI21k_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml @@ -0,0 +1,43 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + WEIGHTS: "models/BoxSup-C2_L_CLIP_SwinB_896b32_4x.pth" + DYNAMIC_CLASSIFIER: True + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + IMAGE_LABEL_LOSS: 'max_size' + ZEROSHOT_WEIGHT_PATH: 'datasets/metadata/lvis-21k_clip_a+cname.npy' + USE_FED_LOSS: False # Federated loss is enabled when DYNAMIC_CLASSIFIER is on + ROI_HEADS: + NUM_CLASSES: 22047 + BACKBONE: + NAME: build_swintransformer_fpn_backbone + SWIN: + SIZE: B-22k + FPN: + IN_FEATURES: ["swin1", "swin2", "swin3"] + RESET_CLS_TESTS: True + TEST_CLASSIFIERS: ("datasets/metadata/oid_clip_a+cname.npy","datasets/metadata/o365_clip_a+cnamefix.npy") + TEST_NUM_CLASSES: [500, 365] +SOLVER: + MAX_ITER: 180000 + IMS_PER_BATCH: 32 + BASE_LR: 0.0001 + WARMUP_ITERS: 1000 + WARMUP_FACTOR: 0.001 +DATASETS: + TRAIN: ("lvis_v1_train","imagenet_lvis-22k") + TEST: ('oid_val_expanded', 'objects365_v2_val') +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 16] + USE_DIFF_BS_SIZE: True + DATASET_BS: [4, 16] + DATASET_INPUT_SIZE: [896, 448] + USE_RFS: [True, False] + DATASET_INPUT_SCALE: [[0.1, 2.0], [0.5, 1.5]] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'image'] + NUM_WORKERS: 4 + USE_TAR_DATASET: True +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_LI_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml b/configs/Detic_LI_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ca93318e64a7e74622fefea0d8672ff699bc57da --- /dev/null +++ b/configs/Detic_LI_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml @@ -0,0 +1,27 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + IMAGE_LABEL_LOSS: 'max_size' + WEIGHTS: "models/BoxSup-C2_L_CLIP_R5021k_640b64_4x.pth" +SOLVER: + MAX_ITER: 90000 + IMS_PER_BATCH: 64 + BASE_LR: 0.0002 + WARMUP_ITERS: 1000 + WARMUP_FACTOR: 0.001 +DATASETS: + TRAIN: ("lvis_v1_train","imagenet_lvis_v1") +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [8, 32] + DATASET_INPUT_SIZE: [640, 320] + USE_RFS: [True, False] + DATASET_INPUT_SCALE: [[0.1, 2.0], [0.5, 1.5]] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'image'] + NUM_WORKERS: 8 +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_LI_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml b/configs/Detic_LI_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml new file mode 100644 index 0000000000000000000000000000000000000000..57ffa48ce62378fa63eefd5572bfb7bde2ad6065 --- /dev/null +++ b/configs/Detic_LI_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml @@ -0,0 +1,33 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + IMAGE_LABEL_LOSS: 'max_size' + BACKBONE: + NAME: build_swintransformer_fpn_backbone + SWIN: + SIZE: B-22k + FPN: + IN_FEATURES: ["swin1", "swin2", "swin3"] + WEIGHTS: "models/BoxSup-C2_L_CLIP_SwinB_896b32_4x.pth" +SOLVER: + MAX_ITER: 180000 + IMS_PER_BATCH: 32 + BASE_LR: 0.0001 + WARMUP_ITERS: 1000 + WARMUP_FACTOR: 0.001 +DATASETS: + TRAIN: ("lvis_v1_train","imagenet_lvis_v1") +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [4, 16] + DATASET_INPUT_SIZE: [896, 448] + USE_RFS: [True, False] + DATASET_INPUT_SCALE: [[0.1, 2.0], [0.5, 1.5]] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'image'] + NUM_WORKERS: 8 +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_LbaseCCcapimg_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml b/configs/Detic_LbaseCCcapimg_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ada6ffed061001579ead8449c6b0ad6bf7cdf651 --- /dev/null +++ b/configs/Detic_LbaseCCcapimg_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml @@ -0,0 +1,30 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + WITH_CAPTION: True + SYNC_CAPTION_BATCH: True + ROI_BOX_HEAD: + ADD_IMAGE_BOX: True # caption loss is added to the image-box + USE_ZEROSHOT_CLS: True + IMAGE_LABEL_LOSS: 'max_size' + WEIGHTS: "models/BoxSup-C2_Lbase_CLIP_R5021k_640b64_4x.pth" +SOLVER: + MAX_ITER: 90000 + IMS_PER_BATCH: 64 + BASE_LR: 0.0002 + WARMUP_ITERS: 1000 + WARMUP_FACTOR: 0.001 +DATASETS: + TRAIN: ("lvis_v1_train_norare","cc3m_v1_train_tags") +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [8, 32] + DATASET_INPUT_SIZE: [640, 320] + USE_RFS: [True, False] + DATASET_INPUT_SCALE: [[0.1, 2.0], [0.5, 1.5]] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'captiontag'] + NUM_WORKERS: 8 +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_LbaseCCimg_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml b/configs/Detic_LbaseCCimg_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml new file mode 100644 index 0000000000000000000000000000000000000000..aadcbc0ccd23ebec55bc618155810e8406b6cca7 --- /dev/null +++ b/configs/Detic_LbaseCCimg_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml @@ -0,0 +1,27 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + IMAGE_LABEL_LOSS: 'max_size' + WEIGHTS: "models/BoxSup-C2_Lbase_CLIP_R5021k_640b64_4x.pth" +SOLVER: + MAX_ITER: 90000 + IMS_PER_BATCH: 64 + BASE_LR: 0.0002 + WARMUP_ITERS: 1000 + WARMUP_FACTOR: 0.001 +DATASETS: + TRAIN: ("lvis_v1_train_norare","cc3m_v1_train_tags") +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [8, 32] + DATASET_INPUT_SIZE: [640, 320] + USE_RFS: [True, False] + DATASET_INPUT_SCALE: [[0.1, 2.0], [0.5, 1.5]] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'image'] + NUM_WORKERS: 8 +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_LbaseI_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml b/configs/Detic_LbaseI_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3ef1e9a02a1a05acecb065ed969013ccc0635dfd --- /dev/null +++ b/configs/Detic_LbaseI_CLIP_R5021k_640b64_4x_ft4x_max-size.yaml @@ -0,0 +1,27 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + IMAGE_LABEL_LOSS: 'max_size' + WEIGHTS: "models/BoxSup-C2_Lbase_CLIP_R5021k_640b64_4x.pth" +SOLVER: + MAX_ITER: 90000 + IMS_PER_BATCH: 64 + BASE_LR: 0.0002 + WARMUP_ITERS: 1000 + WARMUP_FACTOR: 0.001 +DATASETS: + TRAIN: ("lvis_v1_train_norare","imagenet_lvis_v1") +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [8, 32] + DATASET_INPUT_SIZE: [640, 320] + USE_RFS: [True, False] + DATASET_INPUT_SCALE: [[0.1, 2.0], [0.5, 1.5]] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'image'] + NUM_WORKERS: 8 +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_LbaseI_CLIP_R5021k_640b64_4x_ft4x_predicted.yaml b/configs/Detic_LbaseI_CLIP_R5021k_640b64_4x_ft4x_predicted.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9d6f1b350ff5dd9884a995742c467527807fa28d --- /dev/null +++ b/configs/Detic_LbaseI_CLIP_R5021k_640b64_4x_ft4x_predicted.yaml @@ -0,0 +1,27 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + IMAGE_LABEL_LOSS: 'max_score' + WEIGHTS: "models/BoxSup-C2_Lbase_CLIP_R5021k_640b64_4x.pth" +SOLVER: + MAX_ITER: 90000 + IMS_PER_BATCH: 64 + BASE_LR: 0.0002 + WARMUP_ITERS: 1000 + WARMUP_FACTOR: 0.001 +DATASETS: + TRAIN: ("lvis_v1_train_norare","imagenet_lvis_v1") +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [8, 32] + DATASET_INPUT_SIZE: [640, 320] + USE_RFS: [True, False] + DATASET_INPUT_SCALE: [[0.1, 2.0], [0.5, 1.5]] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'image'] + NUM_WORKERS: 8 +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_LbaseI_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml b/configs/Detic_LbaseI_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml new file mode 100644 index 0000000000000000000000000000000000000000..b25e2b6651bc2e96431a2cc38e4cfaeee25701a5 --- /dev/null +++ b/configs/Detic_LbaseI_CLIP_SwinB_896b32_4x_ft4x_max-size.yaml @@ -0,0 +1,33 @@ +_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" +MODEL: + ROI_BOX_HEAD: + USE_ZEROSHOT_CLS: True + IMAGE_LABEL_LOSS: 'max_size' + BACKBONE: + NAME: build_swintransformer_fpn_backbone + SWIN: + SIZE: B-22k + FPN: + IN_FEATURES: ["swin1", "swin2", "swin3"] + WEIGHTS: "models/BoxSup-C2_Lbase_CLIP_SwinB_896b32_4x.pth" +SOLVER: + MAX_ITER: 180000 + IMS_PER_BATCH: 32 + BASE_LR: 0.0001 + WARMUP_ITERS: 1000 + WARMUP_FACTOR: 0.001 +DATASETS: + TRAIN: ("lvis_v1_train_norare","imagenet_lvis_v1") +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [4, 16] + DATASET_INPUT_SIZE: [896, 448] + USE_RFS: [True, False] + DATASET_INPUT_SCALE: [[0.1, 2.0], [0.5, 1.5]] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'image'] + NUM_WORKERS: 8 +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_OVCOCO_CLIP_R50_1x_caption.yaml b/configs/Detic_OVCOCO_CLIP_R50_1x_caption.yaml new file mode 100644 index 0000000000000000000000000000000000000000..aeafd50d7c0f8a1da9101d56d273718c827fdcb7 --- /dev/null +++ b/configs/Detic_OVCOCO_CLIP_R50_1x_caption.yaml @@ -0,0 +1,33 @@ +_BASE_: "Base_OVCOCO_C4_1x.yaml" +MODEL: + WEIGHTS: "models/BoxSup_OVCOCO_CLIP_R50_1x.pth" + WITH_CAPTION: True + SYNC_CAPTION_BATCH: True + ROI_BOX_HEAD: + WS_NUM_PROPS: 1 + ADD_IMAGE_BOX: True + NEG_CAP_WEIGHT: 1.0 +SOLVER: + IMS_PER_BATCH: 16 + BASE_LR: 0.02 + STEPS: (60000, 80000) + MAX_ITER: 90000 +DATASETS: + TRAIN: ("coco_zeroshot_train_oriorder", "coco_caption_train_tags") +INPUT: + CUSTOM_AUG: ResizeShortestEdge + MIN_SIZE_TRAIN_SAMPLING: range + MIN_SIZE_TRAIN: (800, 800) +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [2, 8] + USE_RFS: [False, False] + DATASET_MIN_SIZES: [[800, 800], [400, 400]] + DATASET_MAX_SIZES: [1333, 667] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'caption'] + NUM_WORKERS: 8 +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_OVCOCO_CLIP_R50_1x_max-size.yaml b/configs/Detic_OVCOCO_CLIP_R50_1x_max-size.yaml new file mode 100644 index 0000000000000000000000000000000000000000..8daa4be6bb08182f45c4df695d3fe33acaa1ffc9 --- /dev/null +++ b/configs/Detic_OVCOCO_CLIP_R50_1x_max-size.yaml @@ -0,0 +1,30 @@ +_BASE_: "Base_OVCOCO_C4_1x.yaml" +MODEL: + WEIGHTS: "models/BoxSup_OVCOCO_CLIP_R50_1x.pth" + ROI_BOX_HEAD: + WS_NUM_PROPS: 32 + IMAGE_LABEL_LOSS: 'max_size' +SOLVER: + IMS_PER_BATCH: 16 + BASE_LR: 0.02 + STEPS: (60000, 80000) + MAX_ITER: 90000 +DATASETS: + TRAIN: ("coco_zeroshot_train_oriorder", "coco_caption_train_tags") +INPUT: + CUSTOM_AUG: ResizeShortestEdge + MIN_SIZE_TRAIN_SAMPLING: range + MIN_SIZE_TRAIN: (800, 800) +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [2, 8] + USE_RFS: [False, False] + DATASET_MIN_SIZES: [[800, 800], [400, 400]] + DATASET_MAX_SIZES: [1333, 667] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'image'] + NUM_WORKERS: 8 +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/configs/Detic_OVCOCO_CLIP_R50_1x_max-size_caption.yaml b/configs/Detic_OVCOCO_CLIP_R50_1x_max-size_caption.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3ba0a20a187715b5166a8cbcc21695041d169049 --- /dev/null +++ b/configs/Detic_OVCOCO_CLIP_R50_1x_max-size_caption.yaml @@ -0,0 +1,35 @@ +_BASE_: "Base_OVCOCO_C4_1x.yaml" +MODEL: + WEIGHTS: "models/BoxSup_OVCOCO_CLIP_R50_1x.pth" + WITH_CAPTION: True + SYNC_CAPTION_BATCH: True + ROI_BOX_HEAD: + WS_NUM_PROPS: 32 + ADD_IMAGE_BOX: True # caption loss is added to the image-box + IMAGE_LABEL_LOSS: 'max_size' + + NEG_CAP_WEIGHT: 1.0 +SOLVER: + IMS_PER_BATCH: 16 + BASE_LR: 0.02 + STEPS: (60000, 80000) + MAX_ITER: 90000 +DATASETS: + TRAIN: ("coco_zeroshot_train_oriorder", "coco_caption_train_tags") +INPUT: + CUSTOM_AUG: ResizeShortestEdge + MIN_SIZE_TRAIN_SAMPLING: range + MIN_SIZE_TRAIN: (800, 800) +DATALOADER: + SAMPLER_TRAIN: "MultiDatasetSampler" + DATASET_RATIO: [1, 4] + USE_DIFF_BS_SIZE: True + DATASET_BS: [2, 8] + USE_RFS: [False, False] + DATASET_MIN_SIZES: [[800, 800], [400, 400]] + DATASET_MAX_SIZES: [1333, 667] + FILTER_EMPTY_ANNOTATIONS: False + MULTI_DATASET_GROUPING: True + DATASET_ANN: ['box', 'captiontag'] + NUM_WORKERS: 8 +WITH_IMAGE_LABELS: True \ No newline at end of file diff --git a/datasets/.DS_Store b/datasets/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..24e21472683280b53e1d059798604b7597717922 Binary files /dev/null and b/datasets/.DS_Store differ diff --git a/datasets/README.md b/datasets/README.md new file mode 100644 index 0000000000000000000000000000000000000000..aadb3133e8c9a5345e137c5736485109c1a107db --- /dev/null +++ b/datasets/README.md @@ -0,0 +1,207 @@ +# Prepare datasets for Detic + +The basic training of our model uses [LVIS](https://www.lvisdataset.org/) (which uses [COCO](https://cocodataset.org/) images) and [ImageNet-21K](https://www.image-net.org/download.php). +Some models are trained on [Conceptual Caption (CC3M)](https://ai.google.com/research/ConceptualCaptions/). +Optionally, we use [Objects365](https://www.objects365.org/) and [OpenImages (Challenge 2019 version)](https://storage.googleapis.com/openimages/web/challenge2019.html) for cross-dataset evaluation. +Before starting processing, please download the (selected) datasets from the official websites and place or sim-link them under `$Detic_ROOT/datasets/`. + +``` +$Detic_ROOT/datasets/ + metadata/ + lvis/ + coco/ + imagenet/ + cc3m/ + objects365/ + oid/ +``` +`metadata/` is our preprocessed meta-data (included in the repo). See the below [section](#Metadata) for details. +Please follow the following instruction to pre-process individual datasets. + +### COCO and LVIS + +First, download COCO and LVIS data place them in the following way: + +``` +lvis/ + lvis_v1_train.json + lvis_v1_val.json +coco/ + train2017/ + val2017/ + annotations/ + captions_train2017.json + instances_train2017.json + instances_val2017.json +``` + +Next, prepare the open-vocabulary LVIS training set using + +``` +python tools/remove_lvis_rare.py --ann datasets/lvis/lvis_v1_train.json +``` + +This will generate `datasets/lvis/lvis_v1_train_norare.json`. + +### ImageNet-21K + +The ImageNet-21K folder should look like: +``` +imagenet/ + ImageNet-21K/ + n01593028.tar + n01593282.tar + ... +``` + +We first unzip the overlapping classes of LVIS (we will directly work with the .tar file for the rest classes) and convert them into LVIS annotation format. + +~~~ +mkdir imagenet/annotations +python tools/unzip_imagenet_lvis.py --dst_path datasets/imagenet/ImageNet-LVIS +python tools/create_imagenetlvis_json.py --imagenet_path datasets/imagenet/ImageNet-LVIS --out_path datasets/imagenet/annotations/imagenet_lvis_image_info.json +~~~ +This creates `datasets/imagenet/annotations/imagenet_lvis_image_info.json`. + +[Optional] To train with all the 21K classes, run + +~~~ +python tools/get_imagenet_21k_full_tar_json.py +python tools/create_lvis_21k.py +~~~ +This creates `datasets/imagenet/annotations/imagenet-21k_image_info_lvis-21k.json` and `datasets/lvis/lvis_v1_train_lvis-21k.json` (combined LVIS and ImageNet-21K classes in `categories`). + +[Optional] To train on combined LVIS and COCO, run + +~~~ +python tools/merge_lvis_coco.py +~~~ +This creates `datasets/lvis/lvis_v1_train+coco_mask.json` + +### Conceptual Caption + + +Download the dataset from [this](https://ai.google.com/research/ConceptualCaptions/download) page and place them as: +``` +cc3m/ + GCC-training.tsv +``` + +Run the following command to download the images and convert the annotations to LVIS format (Note: download images takes long). + +~~~ +python tools/download_cc.py --ann datasets/cc3m/GCC-training.tsv --save_image_path datasets/cc3m/training/ --out_path datasets/cc3m/train_image_info.json +python tools/get_cc_tags.py +~~~ + +This creates `datasets/cc3m/train_image_info_tags.json`. + +### Objects365 +Download Objects365 (v2) from the website. We only need the validation set in this project: +``` +objects365/ + annotations/ + zhiyuan_objv2_val.json + val/ + images/ + v1/ + patch0/ + ... + patch15/ + v2/ + patch16/ + ... + patch49/ + +``` + +The original annotation has typos in the class names, we first fix them for our following use of language embeddings. + +``` +python tools/fix_o365_names.py --ann datasets/objects365/annotations/zhiyuan_objv2_val.json +``` +This creates `datasets/objects365/zhiyuan_objv2_val_fixname.json`. + +To train on Objects365, download the training images and use the command above. We note some images in the training annotation do not exist. +We use the following command to filter the missing images. +~~~ +python tools/fix_0365_path.py +~~~ +This creates `datasets/objects365/zhiyuan_objv2_train_fixname_fixmiss.json`. + +### OpenImages + +We followed the instructions in [UniDet](https://github.com/xingyizhou/UniDet/blob/master/projects/UniDet/unidet_docs/DATASETS.md#openimages) to convert the metadata for OpenImages. + +The converted folder should look like + +``` +oid/ + annotations/ + oid_challenge_2019_train_bbox.json + oid_challenge_2019_val_expanded.json + images/ + 0/ + 1/ + 2/ + ... +``` + +### Open-vocabulary COCO + +We first follow [OVR-CNN](https://github.com/alirezazareian/ovr-cnn/blob/master/ipynb/003.ipynb) to create the open-vocabulary COCO split. The converted files should be like + +``` +coco/ + zero-shot/ + instances_train2017_seen_2.json + instances_val2017_all_2.json +``` + +We further pre-process the annotation format for easier evaluation: + +``` +python tools/get_coco_zeroshot_oriorder.py --data_path datasets/coco/zero-shot/instances_train2017_seen_2.json +python tools/get_coco_zeroshot_oriorder.py --data_path datasets/coco/zero-shot/instances_val2017_all_2.json +``` + +Next, we preprocess the COCO caption data: + +``` +python tools/get_cc_tags.py --cc_ann datasets/coco/annotations/captions_train2017.json --out_path datasets/coco/captions_train2017_tags_allcaps.json --allcaps --convert_caption +``` +This creates `datasets/coco/captions_train2017_tags_allcaps.json`. + +### Metadata + +``` +metadata/ + lvis_v1_train_cat_info.json + coco_clip_a+cname.npy + lvis_v1_clip_a+cname.npy + o365_clip_a+cnamefix.npy + oid_clip_a+cname.npy + imagenet_lvis_wnid.txt + Objects365_names_fix.csv +``` + +`lvis_v1_train_cat_info.json` is used by the Federated loss. +This is created by +~~~ +python tools/get_lvis_cat_info.py --ann datasets/lvis/lvis_v1_train.json +~~~ + +`*_clip_a+cname.npy` is the pre-computed CLIP embeddings for each datasets. +They are created by (taking LVIS as an example) +~~~ +python tools/dump_clip_features.py --ann datasets/lvis/lvis_v1_val.json --out_path metadata/lvis_v1_clip_a+cname.npy +~~~ +Note we do not include the 21K class embeddings due to the large file size. +To create it, run +~~~ +python tools/dump_clip_features.py --ann datasets/lvis/lvis_v1_val_lvis-21k.json --out_path datasets/metadata/lvis-21k_clip_a+cname.npy +~~~ + +`imagenet_lvis_wnid.txt` is the list of matched classes between ImageNet-21K and LVIS. + +`Objects365_names_fix.csv` is our manual fix of the Objects365 names. \ No newline at end of file diff --git a/datasets/metadata/Objects365_names_fix.csv b/datasets/metadata/Objects365_names_fix.csv new file mode 100644 index 0000000000000000000000000000000000000000..c274707cc3a6e9cabd9487131cbea39c69b53db4 --- /dev/null +++ b/datasets/metadata/Objects365_names_fix.csv @@ -0,0 +1,365 @@ +1,Person,Person +2,Sneakers,Sneakers +3,Chair,Chair +4,Other Shoes,Other Shoes +5,Hat,Hat +6,Car,Car +7,Lamp,Lamp +8,Glasses,Glasses +9,Bottle,Bottle +10,Desk,Desk +11,Cup,Cup +12,Street Lights,Street Lights +13,Cabinet/shelf,Cabinet/shelf +14,Handbag/Satchel,Handbag/Satchel +15,Bracelet,Bracelet +16,Plate,Plate +17,Picture/Frame,Picture/Frame +18,Helmet,Helmet +19,Book,Book +20,Gloves,Gloves +21,Storage box,Storage box +22,Boat,Boat +23,Leather Shoes,Leather Shoes +24,Flower,Flower +25,Bench,Bench +26,Potted Plant,Potted Plant +27,Bowl/Basin,Bowl/Basin +28,Flag,Flag +29,Pillow,Pillow +30,Boots,Boots +31,Vase,Vase +32,Microphone,Microphone +33,Necklace,Necklace +34,Ring,Ring +35,SUV,SUV +36,Wine Glass,Wine Glass +37,Belt,Belt +38,Moniter/TV,Monitor/TV +39,Backpack,Backpack +40,Umbrella,Umbrella +41,Traffic Light,Traffic Light +42,Speaker,Speaker +43,Watch,Watch +44,Tie,Tie +45,Trash bin Can,Trash bin Can +46,Slippers,Slippers +47,Bicycle,Bicycle +48,Stool,Stool +49,Barrel/bucket,Barrel/bucket +50,Van,Van +51,Couch,Couch +52,Sandals,Sandals +53,Bakset,Basket +54,Drum,Drum +55,Pen/Pencil,Pen/Pencil +56,Bus,Bus +57,Wild Bird,Wild Bird +58,High Heels,High Heels +59,Motorcycle,Motorcycle +60,Guitar,Guitar +61,Carpet,Carpet +62,Cell Phone,Cell Phone +63,Bread,Bread +64,Camera,Camera +65,Canned,Canned +66,Truck,Truck +67,Traffic cone,Traffic cone +68,Cymbal,Cymbal +69,Lifesaver,Lifesaver +70,Towel,Towel +71,Stuffed Toy,Stuffed Toy +72,Candle,Candle +73,Sailboat,Sailboat +74,Laptop,Laptop +75,Awning,Awning +76,Bed,Bed +77,Faucet,Faucet +78,Tent,Tent +79,Horse,Horse +80,Mirror,Mirror +81,Power outlet,Power outlet +82,Sink,Sink +83,Apple,Apple +84,Air Conditioner,Air Conditioner +85,Knife,Knife +86,Hockey Stick,Hockey Stick +87,Paddle,Paddle +88,Pickup Truck,Pickup Truck +89,Fork,Fork +90,Traffic Sign,Traffic Sign +91,Ballon,Ballon +92,Tripod,Tripod +93,Dog,Dog +94,Spoon,Spoon +95,Clock,Clock +96,Pot,Pot +97,Cow,Cow +98,Cake,Cake +99,Dinning Table,Dining Table +100,Sheep,Sheep +101,Hanger,Hanger +102,Blackboard/Whiteboard,Blackboard/Whiteboard +103,Napkin,Napkin +104,Other Fish,Other Fish +105,Orange/Tangerine,Orange/Tangerine +106,Toiletry,Toiletry +107,Keyboard,Keyboard +108,Tomato,Tomato +109,Lantern,Lantern +110,Machinery Vehicle,Machinery Vehicle +111,Fan,Fan +112,Green Vegetables,Green Vegetables +113,Banana,Banana +114,Baseball Glove,Baseball Glove +115,Airplane,Airplane +116,Mouse,Mouse +117,Train,Train +118,Pumpkin,Pumpkin +119,Soccer,Soccer +120,Skiboard,Skiboard +121,Luggage,Luggage +122,Nightstand,Nightstand +123,Tea pot,Teapot +124,Telephone,Telephone +125,Trolley,Trolley +126,Head Phone,Head Phone +127,Sports Car,Sports Car +128,Stop Sign,Stop Sign +129,Dessert,Dessert +130,Scooter,Scooter +131,Stroller,Stroller +132,Crane,Crane +133,Remote,Remote 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"racquet"], "image_count": 35, "id": 863, "frequency": "c", "synset": "racket.n.04"}, {"name": "radar", "instance_count": 13, "def": "measuring instrument in which the echo of a pulse of microwave radiation is used to detect and locate distant objects", "synonyms": ["radar"], "image_count": 5, "id": 864, "frequency": "r", "synset": "radar.n.01"}, {"name": "radiator", "instance_count": 195, "def": "a mechanism consisting of a metal honeycomb through which hot fluids circulate", "synonyms": ["radiator"], "image_count": 180, "id": 865, "frequency": "f", "synset": "radiator.n.03"}, {"name": "radio_receiver", "instance_count": 123, "def": "an electronic receiver that detects and demodulates and amplifies transmitted radio signals", "synonyms": ["radio_receiver", "radio_set", "radio", "tuner_(radio)"], "image_count": 99, "id": 866, "frequency": "c", "synset": "radio_receiver.n.01"}, {"name": "radish", "instance_count": 519, "def": "pungent edible root of any of various cultivated radish 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778, "def": "red or black edible aggregate berries usually smaller than the related blackberries", "synonyms": ["raspberry"], "image_count": 70, "id": 872, "frequency": "c", "synset": "raspberry.n.02"}, {"name": "rat", "instance_count": 6, "def": "any of various long-tailed rodents similar to but larger than a mouse", "synonyms": ["rat"], "image_count": 6, "id": 873, "frequency": "r", "synset": "rat.n.01"}, {"name": "razorblade", "instance_count": 35, "def": "a blade that has very sharp edge", "synonyms": ["razorblade"], "image_count": 29, "id": 874, "frequency": "c", "synset": "razorblade.n.01"}, {"name": "reamer_(juicer)", "instance_count": 26, "def": "a squeezer with a conical ridged center that is used for squeezing juice from citrus fruit", "synonyms": ["reamer_(juicer)", "juicer", "juice_reamer"], "image_count": 24, "id": 875, "frequency": "c", "synset": "reamer.n.01"}, {"name": "rearview_mirror", "instance_count": 3650, "def": "vehicle mirror (side or rearview)", "synonyms": 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"instance_count": 3631, "def": "a bag made of paper or plastic for holding customer's purchases", "synonyms": ["plastic_bag", "paper_bag"], "image_count": 1469, "id": 898, "frequency": "f", "synset": "sack.n.01"}, {"name": "saddle_(on_an_animal)", "instance_count": 955, "def": "a seat for the rider of a horse or camel", "synonyms": ["saddle_(on_an_animal)"], "image_count": 521, "id": 899, "frequency": "f", "synset": "saddle.n.01"}, {"name": "saddle_blanket", "instance_count": 648, "def": "stable gear consisting of a blanket placed under the saddle", "synonyms": ["saddle_blanket", "saddlecloth", "horse_blanket"], "image_count": 347, "id": 900, "frequency": "f", "synset": "saddle_blanket.n.01"}, {"name": "saddlebag", "instance_count": 56, "def": "a large bag (or pair of bags) hung over a saddle", "synonyms": ["saddlebag"], "image_count": 35, "id": 901, "frequency": "c", "synset": "saddlebag.n.01"}, {"name": "safety_pin", "instance_count": 15, "def": "a pin in the form of a clasp; has a 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{"name": "sandal_(type_of_shoe)", "instance_count": 3145, "def": "a shoe consisting of a sole fastened by straps to the foot", "synonyms": ["sandal_(type_of_shoe)"], "image_count": 1023, "id": 911, "frequency": "f", "synset": "sandal.n.01"}, {"name": "sandwich", "instance_count": 2315, "def": "two (or more) slices of bread with a filling between them", "synonyms": ["sandwich"], "image_count": 782, "id": 912, "frequency": "f", "synset": "sandwich.n.01"}, {"name": "satchel", "instance_count": 3, "def": "luggage consisting of a small case with a flat bottom and (usually) a shoulder strap", "synonyms": ["satchel"], "image_count": 2, "id": 913, "frequency": "r", "synset": "satchel.n.01"}, {"name": "saucepan", "instance_count": 26, "def": "a deep pan with a handle; used for stewing or boiling", "synonyms": ["saucepan"], "image_count": 5, "id": 914, "frequency": "r", "synset": "saucepan.n.01"}, {"name": "saucer", "instance_count": 555, "def": "a small shallow dish for holding a cup at the 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provided by a line of railway cars coupled together and drawn by a locomotive", "synonyms": ["train_(railroad_vehicle)", "railroad_train"], "image_count": 1517, "id": 1115, "frequency": "f", "synset": "train.n.01"}, {"name": "trampoline", "instance_count": 7, "def": "gymnastic apparatus consisting of a strong canvas sheet attached with springs to a metal frame", "synonyms": ["trampoline"], "image_count": 7, "id": 1116, "frequency": "r", "synset": "trampoline.n.01"}, {"name": "tray", "instance_count": 2397, "def": "an open receptacle for holding or displaying or serving articles or food", "synonyms": ["tray"], "image_count": 943, "id": 1117, "frequency": "f", "synset": "tray.n.01"}, {"name": "trench_coat", "instance_count": 16, "def": "a military style raincoat; belted with deep pockets", "synonyms": ["trench_coat"], "image_count": 6, "id": 1118, "frequency": "r", "synset": "trench_coat.n.01"}, {"name": "triangle_(musical_instrument)", "instance_count": 1, "def": "a percussion instrument consisting of a metal bar bent in the shape of an open triangle", "synonyms": ["triangle_(musical_instrument)"], "image_count": 1, "id": 1119, "frequency": "r", "synset": "triangle.n.05"}, {"name": "tricycle", "instance_count": 15, "def": "a vehicle with three wheels that is moved by foot pedals", "synonyms": ["tricycle"], "image_count": 11, "id": 1120, "frequency": "c", "synset": "tricycle.n.01"}, {"name": "tripod", "instance_count": 132, "def": "a three-legged rack used for support", "synonyms": ["tripod"], "image_count": 101, "id": 1121, "frequency": "f", "synset": "tripod.n.01"}, {"name": "trousers", "instance_count": 7806, "def": "a garment extending from the waist to the knee or ankle, covering each leg separately", "synonyms": ["trousers", "pants_(clothing)"], "image_count": 1909, "id": 1122, "frequency": "f", "synset": "trouser.n.01"}, {"name": "truck", "instance_count": 1797, "def": "an automotive vehicle suitable for hauling", "synonyms": ["truck"], "image_count": 800, "id": 1123, "frequency": "f", "synset": "truck.n.01"}, {"name": "truffle_(chocolate)", "instance_count": 4, "def": "creamy chocolate candy", "synonyms": ["truffle_(chocolate)", "chocolate_truffle"], "image_count": 1, "id": 1124, "frequency": "r", "synset": "truffle.n.03"}, {"name": "trunk", "instance_count": 334, "def": "luggage consisting of a large strong case used when traveling or for storage", "synonyms": ["trunk"], "image_count": 44, "id": 1125, "frequency": "c", "synset": "trunk.n.02"}, {"name": "vat", "instance_count": 15, "def": "a large vessel for holding or storing liquids", "synonyms": ["vat"], "image_count": 3, "id": 1126, "frequency": "r", "synset": "tub.n.02"}, {"name": "turban", "instance_count": 124, "def": "a traditional headdress consisting of a long scarf wrapped around the head", "synonyms": ["turban"], "image_count": 44, "id": 1127, "frequency": "c", "synset": "turban.n.01"}, {"name": "turkey_(food)", "instance_count": 120, "def": "flesh of large domesticated fowl usually roasted", "synonyms": ["turkey_(food)"], "image_count": 31, "id": 1128, "frequency": "c", "synset": "turkey.n.04"}, {"name": "turnip", "instance_count": 109, "def": "widely cultivated plant having a large fleshy edible white or yellow root", "synonyms": ["turnip"], "image_count": 7, "id": 1129, "frequency": "r", "synset": "turnip.n.01"}, {"name": "turtle", "instance_count": 31, "def": "any of various aquatic and land reptiles having a bony shell and flipper-like limbs for swimming", "synonyms": ["turtle"], "image_count": 20, "id": 1130, "frequency": "c", "synset": "turtle.n.02"}, {"name": "turtleneck_(clothing)", "instance_count": 13, "def": "a sweater or jersey with a high close-fitting collar", "synonyms": ["turtleneck_(clothing)", "polo-neck"], "image_count": 11, "id": 1131, "frequency": "c", "synset": "turtleneck.n.01"}, {"name": "typewriter", "instance_count": 14, "def": "hand-operated character printer for printing written messages one character at a time", "synonyms": ["typewriter"], "image_count": 13, "id": 1132, "frequency": "c", "synset": "typewriter.n.01"}, {"name": "umbrella", "instance_count": 9161, "def": "a lightweight handheld collapsible canopy", "synonyms": ["umbrella"], "image_count": 1924, "id": 1133, "frequency": "f", "synset": "umbrella.n.01"}, {"name": "underwear", "instance_count": 164, "def": "undergarment worn next to the skin and under the outer garments", "synonyms": ["underwear", "underclothes", "underclothing", "underpants"], "image_count": 113, "id": 1134, "frequency": "f", "synset": "underwear.n.01"}, {"name": "unicycle", "instance_count": 2, "def": "a vehicle with a single wheel that is driven by pedals", "synonyms": ["unicycle"], "image_count": 2, "id": 1135, "frequency": "r", "synset": "unicycle.n.01"}, {"name": "urinal", "instance_count": 381, "def": "a plumbing fixture (usually attached to the wall) used by men to urinate", "synonyms": ["urinal"], "image_count": 139, "id": 1136, "frequency": "f", "synset": "urinal.n.01"}, {"name": "urn", "instance_count": 81, "def": "a large vase that usually has a pedestal or feet", "synonyms": ["urn"], "image_count": 12, "id": 1137, "frequency": "c", "synset": "urn.n.01"}, {"name": "vacuum_cleaner", "instance_count": 38, "def": "an electrical home appliance that cleans by suction", "synonyms": ["vacuum_cleaner"], "image_count": 37, "id": 1138, "frequency": "c", "synset": "vacuum.n.04"}, {"name": "vase", "instance_count": 4971, "def": "an open jar of glass or porcelain used as an ornament or to hold flowers", "synonyms": ["vase"], "image_count": 1866, "id": 1139, "frequency": "f", "synset": "vase.n.01"}, {"name": "vending_machine", "instance_count": 65, "def": "a slot machine for selling goods", "synonyms": ["vending_machine"], "image_count": 47, "id": 1140, "frequency": "c", "synset": "vending_machine.n.01"}, {"name": "vent", "instance_count": 3370, "def": "a hole for the escape of gas or air", "synonyms": ["vent", "blowhole", "air_vent"], "image_count": 1468, "id": 1141, "frequency": "f", "synset": "vent.n.01"}, {"name": "vest", "instance_count": 1313, "def": "a man's sleeveless garment worn underneath a coat", "synonyms": ["vest", "waistcoat"], "image_count": 729, "id": 1142, "frequency": "f", "synset": "vest.n.01"}, {"name": "videotape", "instance_count": 228, "def": "a video recording made on magnetic tape", "synonyms": ["videotape"], "image_count": 24, "id": 1143, "frequency": "c", "synset": "videotape.n.01"}, {"name": "vinegar", "instance_count": 1, "def": "sour-tasting liquid produced usually by oxidation of the alcohol in wine or cider and used as a condiment or food preservative", "synonyms": ["vinegar"], "image_count": 1, "id": 1144, "frequency": "r", "synset": "vinegar.n.01"}, {"name": "violin", "instance_count": 10, "def": "bowed stringed instrument that is the highest member of the violin family", "synonyms": ["violin", "fiddle"], "image_count": 10, "id": 1145, "frequency": "r", "synset": "violin.n.01"}, {"name": "vodka", "instance_count": 3, "def": "unaged colorless liquor originating in Russia", "synonyms": ["vodka"], "image_count": 3, "id": 1146, "frequency": "r", "synset": "vodka.n.01"}, {"name": "volleyball", "instance_count": 33, "def": "an inflated ball used in playing volleyball", "synonyms": ["volleyball"], "image_count": 14, "id": 1147, "frequency": "c", "synset": "volleyball.n.02"}, {"name": "vulture", "instance_count": 16, "def": "any of various large birds of prey having naked heads and weak claws and feeding chiefly on carrion", "synonyms": ["vulture"], "image_count": 4, "id": 1148, "frequency": "r", "synset": "vulture.n.01"}, {"name": "waffle", "instance_count": 61, "def": "pancake batter baked in a waffle iron", "synonyms": ["waffle"], "image_count": 29, "id": 1149, "frequency": "c", "synset": "waffle.n.01"}, {"name": "waffle_iron", "instance_count": 4, "def": "a kitchen appliance for baking waffles", "synonyms": ["waffle_iron"], "image_count": 4, "id": 1150, "frequency": "r", "synset": "waffle_iron.n.01"}, {"name": "wagon", "instance_count": 121, "def": "any of various kinds of wheeled vehicles drawn by an animal or a tractor", "synonyms": ["wagon"], "image_count": 70, "id": 1151, "frequency": "c", "synset": "wagon.n.01"}, {"name": "wagon_wheel", "instance_count": 209, "def": "a wheel of a wagon", "synonyms": ["wagon_wheel"], "image_count": 46, "id": 1152, "frequency": "c", "synset": "wagon_wheel.n.01"}, {"name": "walking_stick", "instance_count": 21, "def": "a stick carried in the hand for support in walking", "synonyms": ["walking_stick"], "image_count": 14, "id": 1153, "frequency": "c", "synset": "walking_stick.n.01"}, {"name": "wall_clock", "instance_count": 100, "def": "a clock mounted on a wall", "synonyms": ["wall_clock"], "image_count": 48, "id": 1154, "frequency": "c", "synset": "wall_clock.n.01"}, {"name": "wall_socket", "instance_count": 3069, "def": "receptacle providing a place in a wiring system where current can be taken to run electrical devices", "synonyms": ["wall_socket", "wall_plug", "electric_outlet", "electrical_outlet", "outlet", "electric_receptacle"], "image_count": 1855, "id": 1155, "frequency": "f", "synset": "wall_socket.n.01"}, {"name": "wallet", "instance_count": 123, "def": "a pocket-size case for holding papers and paper money", "synonyms": ["wallet", "billfold"], "image_count": 113, "id": 1156, "frequency": "f", "synset": "wallet.n.01"}, {"name": "walrus", "instance_count": 1, "def": "either of two large northern marine mammals having ivory tusks and tough hide over thick blubber", "synonyms": ["walrus"], "image_count": 1, "id": 1157, "frequency": "r", "synset": "walrus.n.01"}, {"name": "wardrobe", "instance_count": 1, "def": "a tall piece of furniture that provides storage space for clothes; has a door and rails or hooks for hanging clothes", "synonyms": ["wardrobe"], "image_count": 1, "id": 1158, "frequency": "r", "synset": "wardrobe.n.01"}, {"name": "washbasin", "instance_count": 15, "def": "a bathroom sink that is permanently installed and connected to a water supply and drainpipe; where you can wash your hands and face", "synonyms": ["washbasin", "basin_(for_washing)", "washbowl", "washstand", "handbasin"], "image_count": 10, "id": 1159, "frequency": "r", "synset": "washbasin.n.01"}, {"name": "automatic_washer", "instance_count": 68, "def": "a home appliance for washing clothes and linens automatically", "synonyms": ["automatic_washer", "washing_machine"], "image_count": 54, "id": 1160, "frequency": "c", "synset": "washer.n.03"}, {"name": "watch", "instance_count": 2703, "def": "a small, portable timepiece", "synonyms": ["watch", "wristwatch"], "image_count": 1923, "id": 1161, "frequency": "f", "synset": "watch.n.01"}, {"name": "water_bottle", "instance_count": 1449, "def": "a bottle for holding water", "synonyms": ["water_bottle"], "image_count": 630, "id": 1162, "frequency": "f", "synset": "water_bottle.n.01"}, {"name": "water_cooler", "instance_count": 39, "def": "a device for cooling and dispensing drinking water", "synonyms": ["water_cooler"], "image_count": 31, "id": 1163, "frequency": "c", "synset": "water_cooler.n.01"}, {"name": "water_faucet", "instance_count": 109, "def": "a faucet for drawing water from a pipe or cask", "synonyms": ["water_faucet", "water_tap", "tap_(water_faucet)"], "image_count": 69, "id": 1164, "frequency": "c", "synset": "water_faucet.n.01"}, {"name": "water_heater", "instance_count": 7, "def": "a heater and storage tank to supply heated water", "synonyms": ["water_heater", "hot-water_heater"], "image_count": 7, "id": 1165, "frequency": "r", "synset": "water_heater.n.01"}, {"name": "water_jug", "instance_count": 23, "def": "a jug that holds water", "synonyms": ["water_jug"], "image_count": 11, "id": 1166, "frequency": "c", "synset": "water_jug.n.01"}, {"name": "water_gun", "instance_count": 1, "def": "plaything consisting of a toy pistol that squirts water", "synonyms": ["water_gun", "squirt_gun"], "image_count": 1, "id": 1167, "frequency": "r", "synset": "water_pistol.n.01"}, {"name": "water_scooter", "instance_count": 54, "def": "a motorboat resembling a motor scooter (NOT A SURFBOARD OR WATER SKI)", "synonyms": ["water_scooter", "sea_scooter", "jet_ski"], "image_count": 30, "id": 1168, "frequency": "c", "synset": "water_scooter.n.01"}, {"name": "water_ski", "instance_count": 98, "def": "broad ski for skimming over water towed by a speedboat (DO NOT MARK WATER)", "synonyms": ["water_ski"], "image_count": 50, "id": 1169, "frequency": "c", "synset": "water_ski.n.01"}, {"name": "water_tower", "instance_count": 60, "def": "a large reservoir for water", "synonyms": ["water_tower"], "image_count": 45, "id": 1170, "frequency": "c", "synset": "water_tower.n.01"}, {"name": "watering_can", "instance_count": 44, "def": "a container with a handle and a spout with a perforated nozzle; used to sprinkle water over plants", "synonyms": ["watering_can"], "image_count": 28, "id": 1171, "frequency": "c", "synset": "watering_can.n.01"}, {"name": "watermelon", "instance_count": 814, "def": "large oblong or roundish melon with a hard green rind and sweet watery red or occasionally yellowish pulp", "synonyms": ["watermelon"], "image_count": 114, "id": 1172, "frequency": "f", "synset": "watermelon.n.02"}, {"name": "weathervane", "instance_count": 237, "def": "mechanical device attached to an elevated structure; rotates freely to show the direction of the wind", "synonyms": ["weathervane", "vane_(weathervane)", "wind_vane"], "image_count": 193, "id": 1173, "frequency": "f", "synset": "weathervane.n.01"}, {"name": "webcam", "instance_count": 27, "def": "a digital camera designed to take digital photographs and transmit them over the internet", "synonyms": ["webcam"], "image_count": 21, "id": 1174, "frequency": "c", "synset": "webcam.n.01"}, {"name": "wedding_cake", "instance_count": 140, "def": "a rich cake with two or more tiers and covered with frosting and decorations; served at a wedding reception", "synonyms": ["wedding_cake", "bridecake"], "image_count": 91, "id": 1175, "frequency": "c", "synset": "wedding_cake.n.01"}, {"name": "wedding_ring", "instance_count": 49, "def": "a ring given to the bride and/or groom at the wedding", "synonyms": ["wedding_ring", "wedding_band"], "image_count": 31, "id": 1176, "frequency": "c", "synset": "wedding_ring.n.01"}, {"name": "wet_suit", "instance_count": 2907, "def": "a close-fitting garment made of a permeable material; worn in cold water to retain body heat", "synonyms": ["wet_suit"], "image_count": 1469, "id": 1177, "frequency": "f", "synset": "wet_suit.n.01"}, {"name": "wheel", "instance_count": 11272, "def": "a circular frame with spokes (or a solid disc) that can rotate on a shaft or axle", "synonyms": ["wheel"], "image_count": 1924, "id": 1178, "frequency": "f", "synset": "wheel.n.01"}, {"name": "wheelchair", "instance_count": 107, "def": "a movable chair mounted on large wheels", "synonyms": ["wheelchair"], "image_count": 87, "id": 1179, "frequency": "c", "synset": "wheelchair.n.01"}, {"name": "whipped_cream", "instance_count": 201, "def": "cream that has been beaten until light and fluffy", "synonyms": ["whipped_cream"], "image_count": 77, "id": 1180, "frequency": "c", "synset": "whipped_cream.n.01"}, {"name": "whistle", "instance_count": 13, "def": "a small wind instrument that produces a whistling sound by blowing into it", "synonyms": ["whistle"], "image_count": 11, "id": 1181, "frequency": "c", "synset": "whistle.n.03"}, {"name": "wig", "instance_count": 69, "def": "hairpiece covering the head and made of real or synthetic hair", "synonyms": ["wig"], "image_count": 47, "id": 1182, "frequency": "c", "synset": "wig.n.01"}, {"name": "wind_chime", "instance_count": 28, "def": "a decorative arrangement of pieces of metal or glass or pottery that hang together loosely so the wind can cause them to tinkle", "synonyms": ["wind_chime"], "image_count": 21, "id": 1183, "frequency": "c", "synset": "wind_chime.n.01"}, {"name": "windmill", "instance_count": 202, "def": "A mill or turbine that is powered by wind", "synonyms": ["windmill"], "image_count": 47, "id": 1184, "frequency": "c", "synset": "windmill.n.01"}, {"name": "window_box_(for_plants)", "instance_count": 253, "def": "a container for growing plants on a windowsill", "synonyms": ["window_box_(for_plants)"], "image_count": 70, "id": 1185, "frequency": "c", "synset": "window_box.n.01"}, {"name": "windshield_wiper", "instance_count": 4793, "def": "a mechanical device that cleans the windshield", "synonyms": ["windshield_wiper", "windscreen_wiper", "wiper_(for_windshield/screen)"], "image_count": 1838, "id": 1186, "frequency": "f", "synset": "windshield_wiper.n.01"}, {"name": "windsock", "instance_count": 26, "def": "a truncated cloth cone mounted on a mast/pole; shows wind direction", "synonyms": ["windsock", "air_sock", "air-sleeve", "wind_sleeve", "wind_cone"], "image_count": 19, "id": 1187, "frequency": "c", "synset": "windsock.n.01"}, {"name": "wine_bottle", "instance_count": 4449, "def": "a bottle for holding wine", "synonyms": ["wine_bottle"], "image_count": 531, "id": 1188, "frequency": "f", "synset": "wine_bottle.n.01"}, {"name": "wine_bucket", "instance_count": 21, "def": "a bucket of ice used to chill a bottle of wine", "synonyms": ["wine_bucket", "wine_cooler"], "image_count": 11, "id": 1189, "frequency": "c", "synset": "wine_bucket.n.01"}, {"name": "wineglass", "instance_count": 4259, "def": "a glass that has a stem and in which wine is served", "synonyms": ["wineglass"], "image_count": 941, "id": 1190, "frequency": "f", "synset": "wineglass.n.01"}, {"name": "blinder_(for_horses)", "instance_count": 271, "def": "blinds that prevent a horse from seeing something on either side", "synonyms": ["blinder_(for_horses)"], "image_count": 113, "id": 1191, "frequency": "f", "synset": "winker.n.02"}, {"name": "wok", "instance_count": 60, "def": "pan with a convex bottom; used for frying in Chinese cooking", "synonyms": ["wok"], "image_count": 26, "id": 1192, "frequency": "c", "synset": "wok.n.01"}, {"name": "wolf", "instance_count": 16, "def": "a wild carnivorous mammal of the dog family, living and hunting in packs", "synonyms": ["wolf"], "image_count": 5, "id": 1193, "frequency": "r", "synset": "wolf.n.01"}, {"name": "wooden_spoon", "instance_count": 123, "def": "a spoon made of wood", "synonyms": ["wooden_spoon"], "image_count": 56, "id": 1194, "frequency": "c", "synset": "wooden_spoon.n.02"}, {"name": "wreath", "instance_count": 119, "def": "an arrangement of flowers, leaves, or stems fastened in a ring", "synonyms": ["wreath"], "image_count": 73, "id": 1195, "frequency": "c", "synset": "wreath.n.01"}, {"name": "wrench", "instance_count": 80, "def": "a hand tool that is used to hold or twist a nut or bolt", "synonyms": ["wrench", "spanner"], "image_count": 32, "id": 1196, "frequency": "c", "synset": "wrench.n.03"}, {"name": "wristband", "instance_count": 268, "def": "band consisting of a part of a sleeve that covers the wrist", "synonyms": ["wristband"], "image_count": 128, "id": 1197, "frequency": "f", "synset": "wristband.n.01"}, {"name": "wristlet", "instance_count": 1330, "def": "a band or bracelet worn around the wrist", "synonyms": ["wristlet", "wrist_band"], "image_count": 623, "id": 1198, "frequency": "f", "synset": "wristlet.n.01"}, {"name": "yacht", "instance_count": 50, "def": "an expensive vessel propelled by sail or power and used for cruising or racing", "synonyms": ["yacht"], "image_count": 12, "id": 1199, "frequency": "c", "synset": "yacht.n.01"}, {"name": "yogurt", "instance_count": 116, "def": "a custard-like food made from curdled milk", "synonyms": ["yogurt", "yoghurt", "yoghourt"], "image_count": 52, "id": 1200, "frequency": "c", "synset": "yogurt.n.01"}, {"name": "yoke_(animal_equipment)", "instance_count": 20, "def": "gear joining two animals at the neck; NOT egg yolk", "synonyms": ["yoke_(animal_equipment)"], "image_count": 11, "id": 1201, "frequency": "c", "synset": "yoke.n.07"}, {"name": "zebra", "instance_count": 5443, "def": "any of several fleet black-and-white striped African equines", "synonyms": ["zebra"], "image_count": 1674, "id": 1202, "frequency": "f", "synset": "zebra.n.01"}, {"name": "zucchini", "instance_count": 798, "def": "small cucumber-shaped vegetable marrow; typically dark green", "synonyms": ["zucchini", "courgette"], "image_count": 81, "id": 1203, "frequency": "c", "synset": "zucchini.n.02"}] \ No newline at end of file diff --git a/datasets/metadata/o365_clip_a+cnamefix.npy b/datasets/metadata/o365_clip_a+cnamefix.npy new file mode 100644 index 0000000000000000000000000000000000000000..64a2e43c4b13a24a7c8976e23f9b2d4f2e0b9898 Binary files /dev/null and b/datasets/metadata/o365_clip_a+cnamefix.npy differ diff --git a/datasets/metadata/oid_clip_a+cname.npy b/datasets/metadata/oid_clip_a+cname.npy new file mode 100644 index 0000000000000000000000000000000000000000..1a2c953b8d55d0e6bc09e98623a5243973c285ed Binary files /dev/null and b/datasets/metadata/oid_clip_a+cname.npy differ diff --git a/demo.py b/demo.py new file mode 100755 index 0000000000000000000000000000000000000000..183f6c44c4ca8cdf32d1c4b57bd75a11a07dcbde --- /dev/null +++ b/demo.py @@ -0,0 +1,206 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import glob +import multiprocessing as mp +import numpy as np +import os +import tempfile +import time +import warnings +import cv2 +import tqdm +import sys + +from detectron2.config import get_cfg +from detectron2.data.detection_utils import read_image +from detectron2.utils.logger import setup_logger + +sys.path.insert(0, 'third_party/CenterNet2/projects/CenterNet2/') +sys.path.insert(0, 'third_party/CenterNet2/') + +from centernet.config import add_centernet_config +from detic.config import add_detic_config + +from detic.predictor import VisualizationDemo + + +# constants +WINDOW_NAME = "Detic" + +def setup_cfg(args): + cfg = get_cfg() + add_centernet_config(cfg) + add_detic_config(cfg) + cfg.merge_from_file(args.config_file) + cfg.merge_from_list(args.opts) + # Set score_threshold for builtin models + cfg.MODEL.RETINANET.SCORE_THRESH_TEST = args.confidence_threshold + cfg.MODEL.ROI_HEADS.SCORE_THRESH_TEST = args.confidence_threshold + cfg.MODEL.PANOPTIC_FPN.COMBINE.INSTANCES_CONFIDENCE_THRESH = args.confidence_threshold + cfg.MODEL.ROI_BOX_HEAD.ZEROSHOT_WEIGHT_PATH = 'rand' # load later + if not args.pred_all_class: + cfg.MODEL.ROI_HEADS.ONE_CLASS_PER_PROPOSAL = True + cfg.freeze() + return cfg + + +def get_parser(): + parser = argparse.ArgumentParser(description="Detectron2 demo for builtin configs") + parser.add_argument( + "--config-file", + default="configs/quick_schedules/mask_rcnn_R_50_FPN_inference_acc_test.yaml", + metavar="FILE", + help="path to config file", + ) + parser.add_argument("--webcam", action="store_true", help="Take inputs from webcam.") + parser.add_argument("--video-input", help="Path to video file.") + parser.add_argument( + "--input", + nargs="+", + help="A list of space separated input images; " + "or a single glob pattern such as 'directory/*.jpg'", + ) + parser.add_argument( + "--output", + help="A file or directory to save output visualizations. " + "If not given, will show output in an OpenCV window.", + ) + parser.add_argument( + "--vocabulary", + default="lvis", + choices=['lvis', 'openimages', 'objects365', 'coco', 'custom'], + help="", + ) + parser.add_argument( + "--custom_vocabulary", + default="", + help="", + ) + parser.add_argument("--pred_all_class", action='store_true') + parser.add_argument( + "--confidence-threshold", + type=float, + default=0.5, + help="Minimum score for instance predictions to be shown", + ) + parser.add_argument( + "--opts", + help="Modify config options using the command-line 'KEY VALUE' pairs", + default=[], + nargs=argparse.REMAINDER, + ) + return parser + + +def test_opencv_video_format(codec, file_ext): + with tempfile.TemporaryDirectory(prefix="video_format_test") as dir: + filename = os.path.join(dir, "test_file" + file_ext) + writer = cv2.VideoWriter( + filename=filename, + fourcc=cv2.VideoWriter_fourcc(*codec), + fps=float(30), + frameSize=(10, 10), + isColor=True, + ) + [writer.write(np.zeros((10, 10, 3), np.uint8)) for _ in range(30)] + writer.release() + if os.path.isfile(filename): + return True + return False + + +if __name__ == "__main__": + mp.set_start_method("spawn", force=True) + args = get_parser().parse_args() + setup_logger(name="fvcore") + logger = setup_logger() + logger.info("Arguments: " + str(args)) + + cfg = setup_cfg(args) + + demo = VisualizationDemo(cfg, args) + + if args.input: + if len(args.input) == 1: + args.input = glob.glob(os.path.expanduser(args.input[0])) + assert args.input, "The input path(s) was not found" + for path in tqdm.tqdm(args.input, disable=not args.output): + img = read_image(path, format="BGR") + start_time = time.time() + predictions, visualized_output = demo.run_on_image(img) + logger.info( + "{}: {} in {:.2f}s".format( + path, + "detected {} instances".format(len(predictions["instances"])) + if "instances" in predictions + else "finished", + time.time() - start_time, + ) + ) + + if args.output: + if os.path.isdir(args.output): + assert os.path.isdir(args.output), args.output + out_filename = os.path.join(args.output, os.path.basename(path)) + else: + assert len(args.input) == 1, "Please specify a directory with args.output" + out_filename = args.output + visualized_output.save(out_filename) + else: + cv2.namedWindow(WINDOW_NAME, cv2.WINDOW_NORMAL) + cv2.imshow(WINDOW_NAME, visualized_output.get_image()[:, :, ::-1]) + if cv2.waitKey(0) == 27: + break # esc to quit + elif args.webcam: + assert args.input is None, "Cannot have both --input and --webcam!" + assert args.output is None, "output not yet supported with --webcam!" + cam = cv2.VideoCapture(0) + for vis in tqdm.tqdm(demo.run_on_video(cam)): + cv2.namedWindow(WINDOW_NAME, cv2.WINDOW_NORMAL) + cv2.imshow(WINDOW_NAME, vis) + if cv2.waitKey(1) == 27: + break # esc to quit + cam.release() + cv2.destroyAllWindows() + elif args.video_input: + video = cv2.VideoCapture(args.video_input) + width = int(video.get(cv2.CAP_PROP_FRAME_WIDTH)) + height = int(video.get(cv2.CAP_PROP_FRAME_HEIGHT)) + frames_per_second = video.get(cv2.CAP_PROP_FPS) + num_frames = int(video.get(cv2.CAP_PROP_FRAME_COUNT)) + basename = os.path.basename(args.video_input) + codec, file_ext = ( + ("x264", ".mkv") if test_opencv_video_format("x264", ".mkv") else ("mp4v", ".mp4") + ) + if codec == ".mp4v": + warnings.warn("x264 codec not available, switching to mp4v") + if args.output: + if os.path.isdir(args.output): + output_fname = os.path.join(args.output, basename) + output_fname = os.path.splitext(output_fname)[0] + file_ext + else: + output_fname = args.output + assert not os.path.isfile(output_fname), output_fname + output_file = cv2.VideoWriter( + filename=output_fname, + # some installation of opencv may not support x264 (due to its license), + # you can try other format (e.g. MPEG) + fourcc=cv2.VideoWriter_fourcc(*codec), + fps=float(frames_per_second), + frameSize=(width, height), + isColor=True, + ) + assert os.path.isfile(args.video_input) + for vis_frame in tqdm.tqdm(demo.run_on_video(video), total=num_frames): + if args.output: + output_file.write(vis_frame) + else: + cv2.namedWindow(basename, cv2.WINDOW_NORMAL) + cv2.imshow(basename, vis_frame) + if cv2.waitKey(1) == 27: + break # esc to quit + video.release() + if args.output: + output_file.release() + else: + cv2.destroyAllWindows() diff --git a/detic/__init__.py b/detic/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..8ffba6afd9bf5e9848c891a855943ede73568c3b --- /dev/null +++ b/detic/__init__.py @@ -0,0 +1,19 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +from .modeling.meta_arch import custom_rcnn +from .modeling.roi_heads import detic_roi_heads +from .modeling.roi_heads import res5_roi_heads +from .modeling.backbone import swintransformer +from .modeling.backbone import timm + + +from .data.datasets import lvis_v1 +from .data.datasets import imagenet +from .data.datasets import cc +from .data.datasets import objects365 +from .data.datasets import oid +from .data.datasets import coco_zeroshot + +try: + from .modeling.meta_arch import d2_deformable_detr +except: + pass \ No newline at end of file diff --git a/detic/config.py b/detic/config.py new file mode 100644 index 0000000000000000000000000000000000000000..b6132f70116518b55e3b653fc6cd4ec9f61e50b0 --- /dev/null +++ b/detic/config.py @@ -0,0 +1,131 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +from detectron2.config import CfgNode as CN + +def add_detic_config(cfg): + _C = cfg + + _C.WITH_IMAGE_LABELS = False # Turn on co-training with classification data + + # Open-vocabulary classifier + _C.MODEL.ROI_BOX_HEAD.USE_ZEROSHOT_CLS = False # Use fixed classifier for open-vocabulary detection + _C.MODEL.ROI_BOX_HEAD.ZEROSHOT_WEIGHT_PATH = 'datasets/metadata/lvis_v1_clip_a+cname.npy' + _C.MODEL.ROI_BOX_HEAD.ZEROSHOT_WEIGHT_DIM = 512 + _C.MODEL.ROI_BOX_HEAD.NORM_WEIGHT = True + _C.MODEL.ROI_BOX_HEAD.NORM_TEMP = 50.0 + _C.MODEL.ROI_BOX_HEAD.IGNORE_ZERO_CATS = False + _C.MODEL.ROI_BOX_HEAD.USE_BIAS = 0.0 # >= 0: not use + + _C.MODEL.ROI_BOX_HEAD.MULT_PROPOSAL_SCORE = False # CenterNet2 + _C.MODEL.ROI_BOX_HEAD.USE_SIGMOID_CE = False + _C.MODEL.ROI_BOX_HEAD.PRIOR_PROB = 0.01 + _C.MODEL.ROI_BOX_HEAD.USE_FED_LOSS = False # Federated Loss + _C.MODEL.ROI_BOX_HEAD.CAT_FREQ_PATH = \ + 'datasets/metadata/lvis_v1_train_cat_info.json' + _C.MODEL.ROI_BOX_HEAD.FED_LOSS_NUM_CAT = 50 + _C.MODEL.ROI_BOX_HEAD.FED_LOSS_FREQ_WEIGHT = 0.5 + + # Classification data configs + _C.MODEL.ROI_BOX_HEAD.IMAGE_LABEL_LOSS = 'max_size' # max, softmax, sum + _C.MODEL.ROI_BOX_HEAD.IMAGE_LOSS_WEIGHT = 0.1 + _C.MODEL.ROI_BOX_HEAD.IMAGE_BOX_SIZE = 1.0 + _C.MODEL.ROI_BOX_HEAD.ADD_IMAGE_BOX = False # Used for image-box loss and caption loss + _C.MODEL.ROI_BOX_HEAD.WS_NUM_PROPS = 128 # num proposals for image-labeled data + _C.MODEL.ROI_BOX_HEAD.WITH_SOFTMAX_PROP = False # Used for WSDDN + _C.MODEL.ROI_BOX_HEAD.CAPTION_WEIGHT = 1.0 # Caption loss weight + _C.MODEL.ROI_BOX_HEAD.NEG_CAP_WEIGHT = 0.125 # Caption loss hyper-parameter + _C.MODEL.ROI_BOX_HEAD.ADD_FEATURE_TO_PROP = False # Used for WSDDN + _C.MODEL.ROI_BOX_HEAD.SOFTMAX_WEAK_LOSS = False # Used when USE_SIGMOID_CE is False + + _C.MODEL.ROI_HEADS.MASK_WEIGHT = 1.0 + _C.MODEL.ROI_HEADS.ONE_CLASS_PER_PROPOSAL = False # For demo only + + # Caption losses + _C.MODEL.CAP_BATCH_RATIO = 4 # Ratio between detection data and caption data + _C.MODEL.WITH_CAPTION = False + _C.MODEL.SYNC_CAPTION_BATCH = False # synchronize across GPUs to enlarge # "classes" + + # dynamic class sampling when training with 21K classes + _C.MODEL.DYNAMIC_CLASSIFIER = False + _C.MODEL.NUM_SAMPLE_CATS = 50 + + # Different classifiers in testing, used in cross-dataset evaluation + _C.MODEL.RESET_CLS_TESTS = False + _C.MODEL.TEST_CLASSIFIERS = [] + _C.MODEL.TEST_NUM_CLASSES = [] + + # Backbones + _C.MODEL.SWIN = CN() + _C.MODEL.SWIN.SIZE = 'T' # 'T', 'S', 'B' + _C.MODEL.SWIN.USE_CHECKPOINT = False + _C.MODEL.SWIN.OUT_FEATURES = (1, 2, 3) # FPN stride 8 - 32 + + _C.MODEL.TIMM = CN() + _C.MODEL.TIMM.BASE_NAME = 'resnet50' + _C.MODEL.TIMM.OUT_LEVELS = (3, 4, 5) + _C.MODEL.TIMM.NORM = 'FrozenBN' + _C.MODEL.TIMM.FREEZE_AT = 0 + _C.MODEL.DATASET_LOSS_WEIGHT = [] + + # Multi-dataset dataloader + _C.DATALOADER.DATASET_RATIO = [1, 1] # sample ratio + _C.DATALOADER.USE_RFS = [False, False] + _C.DATALOADER.MULTI_DATASET_GROUPING = False # Always true when multi-dataset is enabled + _C.DATALOADER.DATASET_ANN = ['box', 'box'] # Annotation type of each dataset + _C.DATALOADER.USE_DIFF_BS_SIZE = False # Use different batchsize for each dataset + _C.DATALOADER.DATASET_BS = [8, 32] # Used when USE_DIFF_BS_SIZE is on + _C.DATALOADER.DATASET_INPUT_SIZE = [896, 384] # Used when USE_DIFF_BS_SIZE is on + _C.DATALOADER.DATASET_INPUT_SCALE = [(0.1, 2.0), (0.5, 1.5)] # Used when USE_DIFF_BS_SIZE is on + _C.DATALOADER.DATASET_MIN_SIZES = [(640, 800), (320, 400)] # Used when USE_DIFF_BS_SIZE is on + _C.DATALOADER.DATASET_MAX_SIZES = [1333, 667] # Used when USE_DIFF_BS_SIZE is on + _C.DATALOADER.USE_TAR_DATASET = False # for ImageNet-21K, directly reading from unziped files + _C.DATALOADER.TARFILE_PATH = 'datasets/imagenet/metadata-22k/tar_files.npy' + _C.DATALOADER.TAR_INDEX_DIR = 'datasets/imagenet/metadata-22k/tarindex_npy' + + _C.SOLVER.USE_CUSTOM_SOLVER = False + _C.SOLVER.OPTIMIZER = 'SGD' + _C.SOLVER.BACKBONE_MULTIPLIER = 1.0 # Used in DETR + _C.SOLVER.CUSTOM_MULTIPLIER = 1.0 # Used in DETR + _C.SOLVER.CUSTOM_MULTIPLIER_NAME = [] # Used in DETR + + # Deformable DETR + _C.MODEL.DETR = CN() + _C.MODEL.DETR.NUM_CLASSES = 80 + _C.MODEL.DETR.FROZEN_WEIGHTS = '' # For Segmentation + _C.MODEL.DETR.GIOU_WEIGHT = 2.0 + _C.MODEL.DETR.L1_WEIGHT = 5.0 + _C.MODEL.DETR.DEEP_SUPERVISION = True + _C.MODEL.DETR.NO_OBJECT_WEIGHT = 0.1 + _C.MODEL.DETR.CLS_WEIGHT = 2.0 + _C.MODEL.DETR.NUM_FEATURE_LEVELS = 4 + _C.MODEL.DETR.TWO_STAGE = False + _C.MODEL.DETR.WITH_BOX_REFINE = False + _C.MODEL.DETR.FOCAL_ALPHA = 0.25 + _C.MODEL.DETR.NHEADS = 8 + _C.MODEL.DETR.DROPOUT = 0.1 + _C.MODEL.DETR.DIM_FEEDFORWARD = 2048 + _C.MODEL.DETR.ENC_LAYERS = 6 + _C.MODEL.DETR.DEC_LAYERS = 6 + _C.MODEL.DETR.PRE_NORM = False + _C.MODEL.DETR.HIDDEN_DIM = 256 + _C.MODEL.DETR.NUM_OBJECT_QUERIES = 100 + + _C.MODEL.DETR.USE_FED_LOSS = False + _C.MODEL.DETR.WEAK_WEIGHT = 0.1 + + _C.INPUT.CUSTOM_AUG = '' + _C.INPUT.TRAIN_SIZE = 640 + _C.INPUT.TEST_SIZE = 640 + _C.INPUT.SCALE_RANGE = (0.1, 2.) + # 'default' for fixed short/ long edge, 'square' for max size=INPUT.SIZE + _C.INPUT.TEST_INPUT_TYPE = 'default' + + _C.FIND_UNUSED_PARAM = True + _C.EVAL_PRED_AR = False + _C.EVAL_PROPOSAL_AR = False + _C.EVAL_CAT_SPEC_AR = False + _C.IS_DEBUG = False + _C.QUICK_DEBUG = False + _C.FP16 = False + _C.EVAL_AP_FIX = False + _C.GEN_PSEDO_LABELS = False + _C.SAVE_DEBUG_PATH = 'output/save_debug/' \ No newline at end of file diff --git a/detic/custom_solver.py b/detic/custom_solver.py new file mode 100644 index 0000000000000000000000000000000000000000..0284ae14ed2e93b2664ef52ad938061f78363516 --- /dev/null +++ b/detic/custom_solver.py @@ -0,0 +1,78 @@ +# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved +from enum import Enum +import itertools +from typing import Any, Callable, Dict, Iterable, List, Set, Type, Union +import torch + +from detectron2.config import CfgNode + +from detectron2.solver.build import maybe_add_gradient_clipping + +def match_name_keywords(n, name_keywords): + out = False + for b in name_keywords: + if b in n: + out = True + break + return out + +def build_custom_optimizer(cfg: CfgNode, model: torch.nn.Module) -> torch.optim.Optimizer: + """ + Build an optimizer from config. + """ + params: List[Dict[str, Any]] = [] + memo: Set[torch.nn.parameter.Parameter] = set() + custom_multiplier_name = cfg.SOLVER.CUSTOM_MULTIPLIER_NAME + optimizer_type = cfg.SOLVER.OPTIMIZER + for key, value in model.named_parameters(recurse=True): + if not value.requires_grad: + continue + # Avoid duplicating parameters + if value in memo: + continue + memo.add(value) + lr = cfg.SOLVER.BASE_LR + weight_decay = cfg.SOLVER.WEIGHT_DECAY + if "backbone" in key: + lr = lr * cfg.SOLVER.BACKBONE_MULTIPLIER + if match_name_keywords(key, custom_multiplier_name): + lr = lr * cfg.SOLVER.CUSTOM_MULTIPLIER + print('Costum LR', key, lr) + param = {"params": [value], "lr": lr} + if optimizer_type != 'ADAMW': + param['weight_decay'] = weight_decay + params += [param] + + def maybe_add_full_model_gradient_clipping(optim): # optim: the optimizer class + # detectron2 doesn't have full model gradient clipping now + clip_norm_val = cfg.SOLVER.CLIP_GRADIENTS.CLIP_VALUE + enable = ( + cfg.SOLVER.CLIP_GRADIENTS.ENABLED + and cfg.SOLVER.CLIP_GRADIENTS.CLIP_TYPE == "full_model" + and clip_norm_val > 0.0 + ) + + class FullModelGradientClippingOptimizer(optim): + def step(self, closure=None): + all_params = itertools.chain(*[x["params"] for x in self.param_groups]) + torch.nn.utils.clip_grad_norm_(all_params, clip_norm_val) + super().step(closure=closure) + + return FullModelGradientClippingOptimizer if enable else optim + + + if optimizer_type == 'SGD': + optimizer = maybe_add_full_model_gradient_clipping(torch.optim.SGD)( + params, cfg.SOLVER.BASE_LR, momentum=cfg.SOLVER.MOMENTUM, + nesterov=cfg.SOLVER.NESTEROV + ) + elif optimizer_type == 'ADAMW': + optimizer = maybe_add_full_model_gradient_clipping(torch.optim.AdamW)( + params, cfg.SOLVER.BASE_LR, + weight_decay=cfg.SOLVER.WEIGHT_DECAY + ) + else: + raise NotImplementedError(f"no optimizer type {optimizer_type}") + if not cfg.SOLVER.CLIP_GRADIENTS.CLIP_TYPE == "full_model": + optimizer = maybe_add_gradient_clipping(cfg, optimizer) + return optimizer \ No newline at end of file diff --git a/detic/data/custom_build_augmentation.py b/detic/data/custom_build_augmentation.py new file mode 100644 index 0000000000000000000000000000000000000000..9642c15e582fc953ecaa378a325b4fa02f4e7d28 --- /dev/null +++ b/detic/data/custom_build_augmentation.py @@ -0,0 +1,51 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import logging +import numpy as np +import pycocotools.mask as mask_util +import torch +from fvcore.common.file_io import PathManager +from PIL import Image + + +from detectron2.data import transforms as T +from .transforms.custom_augmentation_impl import EfficientDetResizeCrop + +def build_custom_augmentation(cfg, is_train, scale=None, size=None, \ + min_size=None, max_size=None): + """ + Create a list of default :class:`Augmentation` from config. + Now it includes resizing and flipping. + + Returns: + list[Augmentation] + """ + if cfg.INPUT.CUSTOM_AUG == 'ResizeShortestEdge': + if is_train: + min_size = cfg.INPUT.MIN_SIZE_TRAIN if min_size is None else min_size + max_size = cfg.INPUT.MAX_SIZE_TRAIN if max_size is None else max_size + sample_style = cfg.INPUT.MIN_SIZE_TRAIN_SAMPLING + else: + min_size = cfg.INPUT.MIN_SIZE_TEST + max_size = cfg.INPUT.MAX_SIZE_TEST + sample_style = "choice" + augmentation = [T.ResizeShortestEdge(min_size, max_size, sample_style)] + elif cfg.INPUT.CUSTOM_AUG == 'EfficientDetResizeCrop': + if is_train: + scale = cfg.INPUT.SCALE_RANGE if scale is None else scale + size = cfg.INPUT.TRAIN_SIZE if size is None else size + else: + scale = (1, 1) + size = cfg.INPUT.TEST_SIZE + augmentation = [EfficientDetResizeCrop(size, scale)] + else: + assert 0, cfg.INPUT.CUSTOM_AUG + + if is_train: + augmentation.append(T.RandomFlip()) + return augmentation + + +build_custom_transform_gen = build_custom_augmentation +""" +Alias for backward-compatibility. +""" \ No newline at end of file diff --git a/detic/data/custom_dataset_dataloader.py b/detic/data/custom_dataset_dataloader.py new file mode 100644 index 0000000000000000000000000000000000000000..8f8d6817704026796d2c2f457fe2624800693267 --- /dev/null +++ b/detic/data/custom_dataset_dataloader.py @@ -0,0 +1,331 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# Part of the code is from https://github.com/xingyizhou/UniDet/blob/master/projects/UniDet/unidet/data/multi_dataset_dataloader.py (Apache-2.0 License) +import copy +import logging +import numpy as np +import operator +import torch +import torch.utils.data +import json +from detectron2.utils.comm import get_world_size +from detectron2.utils.logger import _log_api_usage, log_first_n + +from detectron2.config import configurable +from detectron2.data import samplers +from torch.utils.data.sampler import BatchSampler, Sampler +from detectron2.data.common import DatasetFromList, MapDataset +from detectron2.data.dataset_mapper import DatasetMapper +from detectron2.data.build import get_detection_dataset_dicts, build_batch_data_loader +from detectron2.data.samplers import TrainingSampler, RepeatFactorTrainingSampler +from detectron2.data.build import worker_init_reset_seed, print_instances_class_histogram +from detectron2.data.build import filter_images_with_only_crowd_annotations +from detectron2.data.build import filter_images_with_few_keypoints +from detectron2.data.build import check_metadata_consistency +from detectron2.data.catalog import MetadataCatalog, DatasetCatalog +from detectron2.utils import comm +import itertools +import math +from collections import defaultdict +from typing import Optional + + +def _custom_train_loader_from_config(cfg, mapper=None, *, dataset=None, sampler=None): + sampler_name = cfg.DATALOADER.SAMPLER_TRAIN + if 'MultiDataset' in sampler_name: + dataset_dicts = get_detection_dataset_dicts_with_source( + cfg.DATASETS.TRAIN, + filter_empty=cfg.DATALOADER.FILTER_EMPTY_ANNOTATIONS, + min_keypoints=cfg.MODEL.ROI_KEYPOINT_HEAD.MIN_KEYPOINTS_PER_IMAGE + if cfg.MODEL.KEYPOINT_ON else 0, + proposal_files=cfg.DATASETS.PROPOSAL_FILES_TRAIN if cfg.MODEL.LOAD_PROPOSALS else None, + ) + else: + dataset_dicts = get_detection_dataset_dicts( + cfg.DATASETS.TRAIN, + filter_empty=cfg.DATALOADER.FILTER_EMPTY_ANNOTATIONS, + min_keypoints=cfg.MODEL.ROI_KEYPOINT_HEAD.MIN_KEYPOINTS_PER_IMAGE + if cfg.MODEL.KEYPOINT_ON else 0, + proposal_files=cfg.DATASETS.PROPOSAL_FILES_TRAIN if cfg.MODEL.LOAD_PROPOSALS else None, + ) + + if mapper is None: + mapper = DatasetMapper(cfg, True) + + if sampler is not None: + pass + elif sampler_name == "TrainingSampler": + sampler = TrainingSampler(len(dataset)) + elif sampler_name == "MultiDatasetSampler": + sampler = MultiDatasetSampler( + dataset_dicts, + dataset_ratio = cfg.DATALOADER.DATASET_RATIO, + use_rfs = cfg.DATALOADER.USE_RFS, + dataset_ann = cfg.DATALOADER.DATASET_ANN, + repeat_threshold = cfg.DATALOADER.REPEAT_THRESHOLD, + ) + elif sampler_name == "RepeatFactorTrainingSampler": + repeat_factors = RepeatFactorTrainingSampler.repeat_factors_from_category_frequency( + dataset_dicts, cfg.DATALOADER.REPEAT_THRESHOLD + ) + sampler = RepeatFactorTrainingSampler(repeat_factors) + else: + raise ValueError("Unknown training sampler: {}".format(sampler_name)) + + return { + "dataset": dataset_dicts, + "sampler": sampler, + "mapper": mapper, + "total_batch_size": cfg.SOLVER.IMS_PER_BATCH, + "aspect_ratio_grouping": cfg.DATALOADER.ASPECT_RATIO_GROUPING, + "num_workers": cfg.DATALOADER.NUM_WORKERS, + 'multi_dataset_grouping': cfg.DATALOADER.MULTI_DATASET_GROUPING, + 'use_diff_bs_size': cfg.DATALOADER.USE_DIFF_BS_SIZE, + 'dataset_bs': cfg.DATALOADER.DATASET_BS, + 'num_datasets': len(cfg.DATASETS.TRAIN) + } + + +@configurable(from_config=_custom_train_loader_from_config) +def build_custom_train_loader( + dataset, *, mapper, sampler, + total_batch_size=16, + aspect_ratio_grouping=True, + num_workers=0, + num_datasets=1, + multi_dataset_grouping=False, + use_diff_bs_size=False, + dataset_bs=[] + ): + """ + Modified from detectron2.data.build.build_custom_train_loader, but supports + different samplers + """ + if isinstance(dataset, list): + dataset = DatasetFromList(dataset, copy=False) + if mapper is not None: + dataset = MapDataset(dataset, mapper) + if sampler is None: + sampler = TrainingSampler(len(dataset)) + assert isinstance(sampler, torch.utils.data.sampler.Sampler) + if multi_dataset_grouping: + return build_multi_dataset_batch_data_loader( + use_diff_bs_size, + dataset_bs, + dataset, + sampler, + total_batch_size, + num_datasets=num_datasets, + num_workers=num_workers, + ) + else: + return build_batch_data_loader( + dataset, + sampler, + total_batch_size, + aspect_ratio_grouping=aspect_ratio_grouping, + num_workers=num_workers, + ) + + +def build_multi_dataset_batch_data_loader( + use_diff_bs_size, dataset_bs, + dataset, sampler, total_batch_size, num_datasets, num_workers=0 +): + """ + """ + world_size = get_world_size() + assert ( + total_batch_size > 0 and total_batch_size % world_size == 0 + ), "Total batch size ({}) must be divisible by the number of gpus ({}).".format( + total_batch_size, world_size + ) + + batch_size = total_batch_size // world_size + data_loader = torch.utils.data.DataLoader( + dataset, + sampler=sampler, + num_workers=num_workers, + batch_sampler=None, + collate_fn=operator.itemgetter(0), # don't batch, but yield individual elements + worker_init_fn=worker_init_reset_seed, + ) # yield individual mapped dict + if use_diff_bs_size: + return DIFFMDAspectRatioGroupedDataset( + data_loader, dataset_bs, num_datasets) + else: + return MDAspectRatioGroupedDataset( + data_loader, batch_size, num_datasets) + + +def get_detection_dataset_dicts_with_source( + dataset_names, filter_empty=True, min_keypoints=0, proposal_files=None +): + assert len(dataset_names) + dataset_dicts = [DatasetCatalog.get(dataset_name) for dataset_name in dataset_names] + for dataset_name, dicts in zip(dataset_names, dataset_dicts): + assert len(dicts), "Dataset '{}' is empty!".format(dataset_name) + + for source_id, (dataset_name, dicts) in \ + enumerate(zip(dataset_names, dataset_dicts)): + assert len(dicts), "Dataset '{}' is empty!".format(dataset_name) + for d in dicts: + d['dataset_source'] = source_id + + if "annotations" in dicts[0]: + try: + class_names = MetadataCatalog.get(dataset_name).thing_classes + check_metadata_consistency("thing_classes", dataset_name) + print_instances_class_histogram(dicts, class_names) + except AttributeError: # class names are not available for this dataset + pass + + assert proposal_files is None + + dataset_dicts = list(itertools.chain.from_iterable(dataset_dicts)) + + has_instances = "annotations" in dataset_dicts[0] + if filter_empty and has_instances: + dataset_dicts = filter_images_with_only_crowd_annotations(dataset_dicts) + if min_keypoints > 0 and has_instances: + dataset_dicts = filter_images_with_few_keypoints(dataset_dicts, min_keypoints) + + return dataset_dicts + + +class MultiDatasetSampler(Sampler): + def __init__( + self, + dataset_dicts, + dataset_ratio, + use_rfs, + dataset_ann, + repeat_threshold=0.001, + seed: Optional[int] = None, + ): + """ + """ + sizes = [0 for _ in range(len(dataset_ratio))] + for d in dataset_dicts: + sizes[d['dataset_source']] += 1 + print('dataset sizes', sizes) + self.sizes = sizes + assert len(dataset_ratio) == len(sizes), \ + 'length of dataset ratio {} should be equal to number if dataset {}'.format( + len(dataset_ratio), len(sizes) + ) + if seed is None: + seed = comm.shared_random_seed() + self._seed = int(seed) + self._rank = comm.get_rank() + self._world_size = comm.get_world_size() + + self.dataset_ids = torch.tensor( + [d['dataset_source'] for d in dataset_dicts], dtype=torch.long) + + dataset_weight = [torch.ones(s) * max(sizes) / s * r / sum(dataset_ratio) \ + for i, (r, s) in enumerate(zip(dataset_ratio, sizes))] + dataset_weight = torch.cat(dataset_weight) + + rfs_factors = [] + st = 0 + for i, s in enumerate(sizes): + if use_rfs[i]: + if dataset_ann[i] == 'box': + rfs_func = RepeatFactorTrainingSampler.repeat_factors_from_category_frequency + else: + rfs_func = repeat_factors_from_tag_frequency + rfs_factor = rfs_func( + dataset_dicts[st: st + s], + repeat_thresh=repeat_threshold) + rfs_factor = rfs_factor * (s / rfs_factor.sum()) + else: + rfs_factor = torch.ones(s) + rfs_factors.append(rfs_factor) + st = st + s + rfs_factors = torch.cat(rfs_factors) + + self.weights = dataset_weight * rfs_factors + self.sample_epoch_size = len(self.weights) + + def __iter__(self): + start = self._rank + yield from itertools.islice( + self._infinite_indices(), start, None, self._world_size) + + + def _infinite_indices(self): + g = torch.Generator() + g.manual_seed(self._seed) + while True: + ids = torch.multinomial( + self.weights, self.sample_epoch_size, generator=g, + replacement=True) + nums = [(self.dataset_ids[ids] == i).sum().int().item() \ + for i in range(len(self.sizes))] + yield from ids + + +class MDAspectRatioGroupedDataset(torch.utils.data.IterableDataset): + def __init__(self, dataset, batch_size, num_datasets): + """ + """ + self.dataset = dataset + self.batch_size = batch_size + self._buckets = [[] for _ in range(2 * num_datasets)] + + def __iter__(self): + for d in self.dataset: + w, h = d["width"], d["height"] + aspect_ratio_bucket_id = 0 if w > h else 1 + bucket_id = d['dataset_source'] * 2 + aspect_ratio_bucket_id + bucket = self._buckets[bucket_id] + bucket.append(d) + if len(bucket) == self.batch_size: + yield bucket[:] + del bucket[:] + + +class DIFFMDAspectRatioGroupedDataset(torch.utils.data.IterableDataset): + def __init__(self, dataset, batch_sizes, num_datasets): + """ + """ + self.dataset = dataset + self.batch_sizes = batch_sizes + self._buckets = [[] for _ in range(2 * num_datasets)] + + def __iter__(self): + for d in self.dataset: + w, h = d["width"], d["height"] + aspect_ratio_bucket_id = 0 if w > h else 1 + bucket_id = d['dataset_source'] * 2 + aspect_ratio_bucket_id + bucket = self._buckets[bucket_id] + bucket.append(d) + if len(bucket) == self.batch_sizes[d['dataset_source']]: + yield bucket[:] + del bucket[:] + + +def repeat_factors_from_tag_frequency(dataset_dicts, repeat_thresh): + """ + """ + category_freq = defaultdict(int) + for dataset_dict in dataset_dicts: + cat_ids = dataset_dict['pos_category_ids'] + for cat_id in cat_ids: + category_freq[cat_id] += 1 + num_images = len(dataset_dicts) + for k, v in category_freq.items(): + category_freq[k] = v / num_images + + category_rep = { + cat_id: max(1.0, math.sqrt(repeat_thresh / cat_freq)) + for cat_id, cat_freq in category_freq.items() + } + + rep_factors = [] + for dataset_dict in dataset_dicts: + cat_ids = dataset_dict['pos_category_ids'] + rep_factor = max({category_rep[cat_id] for cat_id in cat_ids}, default=1.0) + rep_factors.append(rep_factor) + + return torch.tensor(rep_factors, dtype=torch.float32) \ No newline at end of file diff --git a/detic/data/custom_dataset_mapper.py b/detic/data/custom_dataset_mapper.py new file mode 100644 index 0000000000000000000000000000000000000000..c7727dded3f93f5eeafdcd72e257197e3fdc817b --- /dev/null +++ b/detic/data/custom_dataset_mapper.py @@ -0,0 +1,280 @@ +# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved +import copy +import logging +import numpy as np +from typing import List, Optional, Union +import torch +import pycocotools.mask as mask_util + +from detectron2.config import configurable + +from detectron2.data import detection_utils as utils +from detectron2.data.detection_utils import transform_keypoint_annotations +from detectron2.data import transforms as T +from detectron2.data.dataset_mapper import DatasetMapper +from detectron2.structures import Boxes, BoxMode, Instances +from detectron2.structures import Keypoints, PolygonMasks, BitMasks +from fvcore.transforms.transform import TransformList +from .custom_build_augmentation import build_custom_augmentation +from .tar_dataset import DiskTarDataset + +__all__ = ["CustomDatasetMapper"] + +class CustomDatasetMapper(DatasetMapper): + @configurable + def __init__(self, is_train: bool, + with_ann_type=False, + dataset_ann=[], + use_diff_bs_size=False, + dataset_augs=[], + is_debug=False, + use_tar_dataset=False, + tarfile_path='', + tar_index_dir='', + **kwargs): + """ + add image labels + """ + self.with_ann_type = with_ann_type + self.dataset_ann = dataset_ann + self.use_diff_bs_size = use_diff_bs_size + if self.use_diff_bs_size and is_train: + self.dataset_augs = [T.AugmentationList(x) for x in dataset_augs] + self.is_debug = is_debug + self.use_tar_dataset = use_tar_dataset + if self.use_tar_dataset: + print('Using tar dataset') + self.tar_dataset = DiskTarDataset(tarfile_path, tar_index_dir) + super().__init__(is_train, **kwargs) + + + @classmethod + def from_config(cls, cfg, is_train: bool = True): + ret = super().from_config(cfg, is_train) + ret.update({ + 'with_ann_type': cfg.WITH_IMAGE_LABELS, + 'dataset_ann': cfg.DATALOADER.DATASET_ANN, + 'use_diff_bs_size': cfg.DATALOADER.USE_DIFF_BS_SIZE, + 'is_debug': cfg.IS_DEBUG, + 'use_tar_dataset': cfg.DATALOADER.USE_TAR_DATASET, + 'tarfile_path': cfg.DATALOADER.TARFILE_PATH, + 'tar_index_dir': cfg.DATALOADER.TAR_INDEX_DIR, + }) + if ret['use_diff_bs_size'] and is_train: + if cfg.INPUT.CUSTOM_AUG == 'EfficientDetResizeCrop': + dataset_scales = cfg.DATALOADER.DATASET_INPUT_SCALE + dataset_sizes = cfg.DATALOADER.DATASET_INPUT_SIZE + ret['dataset_augs'] = [ + build_custom_augmentation(cfg, True, scale, size) \ + for scale, size in zip(dataset_scales, dataset_sizes)] + else: + assert cfg.INPUT.CUSTOM_AUG == 'ResizeShortestEdge' + min_sizes = cfg.DATALOADER.DATASET_MIN_SIZES + max_sizes = cfg.DATALOADER.DATASET_MAX_SIZES + ret['dataset_augs'] = [ + build_custom_augmentation( + cfg, True, min_size=mi, max_size=ma) \ + for mi, ma in zip(min_sizes, max_sizes)] + else: + ret['dataset_augs'] = [] + + return ret + + def __call__(self, dataset_dict): + """ + include image labels + """ + dataset_dict = copy.deepcopy(dataset_dict) # it will be modified by code below + # USER: Write your own image loading if it's not from a file + if 'file_name' in dataset_dict: + ori_image = utils.read_image( + dataset_dict["file_name"], format=self.image_format) + else: + ori_image, _, _ = self.tar_dataset[dataset_dict["tar_index"]] + ori_image = utils._apply_exif_orientation(ori_image) + ori_image = utils.convert_PIL_to_numpy(ori_image, self.image_format) + utils.check_image_size(dataset_dict, ori_image) + + # USER: Remove if you don't do semantic/panoptic segmentation. + if "sem_seg_file_name" in dataset_dict: + sem_seg_gt = utils.read_image( + dataset_dict.pop("sem_seg_file_name"), "L").squeeze(2) + else: + sem_seg_gt = None + + if self.is_debug: + dataset_dict['dataset_source'] = 0 + + not_full_labeled = 'dataset_source' in dataset_dict and \ + self.with_ann_type and \ + self.dataset_ann[dataset_dict['dataset_source']] != 'box' + + aug_input = T.AugInput(copy.deepcopy(ori_image), sem_seg=sem_seg_gt) + if self.use_diff_bs_size and self.is_train: + transforms = \ + self.dataset_augs[dataset_dict['dataset_source']](aug_input) + else: + transforms = self.augmentations(aug_input) + image, sem_seg_gt = aug_input.image, aug_input.sem_seg + + image_shape = image.shape[:2] # h, w + dataset_dict["image"] = torch.as_tensor( + np.ascontiguousarray(image.transpose(2, 0, 1))) + + if sem_seg_gt is not None: + dataset_dict["sem_seg"] = torch.as_tensor(sem_seg_gt.astype("long")) + + # USER: Remove if you don't use pre-computed proposals. + # Most users would not need this feature. + if self.proposal_topk is not None: + utils.transform_proposals( + dataset_dict, image_shape, transforms, + proposal_topk=self.proposal_topk + ) + + if not self.is_train: + # USER: Modify this if you want to keep them for some reason. + dataset_dict.pop("annotations", None) + dataset_dict.pop("sem_seg_file_name", None) + return dataset_dict + + if "annotations" in dataset_dict: + # USER: Modify this if you want to keep them for some reason. + for anno in dataset_dict["annotations"]: + if not self.use_instance_mask: + anno.pop("segmentation", None) + if not self.use_keypoint: + anno.pop("keypoints", None) + + # USER: Implement additional transformations if you have other types of data + all_annos = [ + (utils.transform_instance_annotations( + obj, transforms, image_shape, + keypoint_hflip_indices=self.keypoint_hflip_indices, + ), obj.get("iscrowd", 0)) + for obj in dataset_dict.pop("annotations") + ] + annos = [ann[0] for ann in all_annos if ann[1] == 0] + instances = utils.annotations_to_instances( + annos, image_shape, mask_format=self.instance_mask_format + ) + + del all_annos + if self.recompute_boxes: + instances.gt_boxes = instances.gt_masks.get_bounding_boxes() + dataset_dict["instances"] = utils.filter_empty_instances(instances) + if self.with_ann_type: + dataset_dict["pos_category_ids"] = dataset_dict.get( + 'pos_category_ids', []) + dataset_dict["ann_type"] = \ + self.dataset_ann[dataset_dict['dataset_source']] + if self.is_debug and (('pos_category_ids' not in dataset_dict) or \ + (dataset_dict['pos_category_ids'] == [])): + dataset_dict['pos_category_ids'] = [x for x in sorted(set( + dataset_dict['instances'].gt_classes.tolist() + ))] + return dataset_dict + +# DETR augmentation +def build_transform_gen(cfg, is_train): + """ + """ + if is_train: + min_size = cfg.INPUT.MIN_SIZE_TRAIN + max_size = cfg.INPUT.MAX_SIZE_TRAIN + sample_style = cfg.INPUT.MIN_SIZE_TRAIN_SAMPLING + else: + min_size = cfg.INPUT.MIN_SIZE_TEST + max_size = cfg.INPUT.MAX_SIZE_TEST + sample_style = "choice" + if sample_style == "range": + assert len(min_size) == 2, "more than 2 ({}) min_size(s) are provided for ranges".format(len(min_size)) + + logger = logging.getLogger(__name__) + tfm_gens = [] + if is_train: + tfm_gens.append(T.RandomFlip()) + tfm_gens.append(T.ResizeShortestEdge(min_size, max_size, sample_style)) + if is_train: + logger.info("TransformGens used in training: " + str(tfm_gens)) + return tfm_gens + + +class DetrDatasetMapper: + """ + A callable which takes a dataset dict in Detectron2 Dataset format, + and map it into a format used by DETR. + The callable currently does the following: + 1. Read the image from "file_name" + 2. Applies geometric transforms to the image and annotation + 3. Find and applies suitable cropping to the image and annotation + 4. Prepare image and annotation to Tensors + """ + + def __init__(self, cfg, is_train=True): + if cfg.INPUT.CROP.ENABLED and is_train: + self.crop_gen = [ + T.ResizeShortestEdge([400, 500, 600], sample_style="choice"), + T.RandomCrop(cfg.INPUT.CROP.TYPE, cfg.INPUT.CROP.SIZE), + ] + else: + self.crop_gen = None + + self.mask_on = cfg.MODEL.MASK_ON + self.tfm_gens = build_transform_gen(cfg, is_train) + logging.getLogger(__name__).info( + "Full TransformGens used in training: {}, crop: {}".format(str(self.tfm_gens), str(self.crop_gen)) + ) + + self.img_format = cfg.INPUT.FORMAT + self.is_train = is_train + + def __call__(self, dataset_dict): + """ + Args: + dataset_dict (dict): Metadata of one image, in Detectron2 Dataset format. + Returns: + dict: a format that builtin models in detectron2 accept + """ + dataset_dict = copy.deepcopy(dataset_dict) # it will be modified by code below + image = utils.read_image(dataset_dict["file_name"], format=self.img_format) + utils.check_image_size(dataset_dict, image) + + if self.crop_gen is None: + image, transforms = T.apply_transform_gens(self.tfm_gens, image) + else: + if np.random.rand() > 0.5: + image, transforms = T.apply_transform_gens(self.tfm_gens, image) + else: + image, transforms = T.apply_transform_gens( + self.tfm_gens[:-1] + self.crop_gen + self.tfm_gens[-1:], image + ) + + image_shape = image.shape[:2] # h, w + + # Pytorch's dataloader is efficient on torch.Tensor due to shared-memory, + # but not efficient on large generic data structures due to the use of pickle & mp.Queue. + # Therefore it's important to use torch.Tensor. + dataset_dict["image"] = torch.as_tensor(np.ascontiguousarray(image.transpose(2, 0, 1))) + + if not self.is_train: + # USER: Modify this if you want to keep them for some reason. + dataset_dict.pop("annotations", None) + return dataset_dict + + if "annotations" in dataset_dict: + # USER: Modify this if you want to keep them for some reason. + for anno in dataset_dict["annotations"]: + if not self.mask_on: + anno.pop("segmentation", None) + anno.pop("keypoints", None) + + # USER: Implement additional transformations if you have other types of data + annos = [ + utils.transform_instance_annotations(obj, transforms, image_shape) + for obj in dataset_dict.pop("annotations") + if obj.get("iscrowd", 0) == 0 + ] + instances = utils.annotations_to_instances(annos, image_shape) + dataset_dict["instances"] = utils.filter_empty_instances(instances) + return dataset_dict \ No newline at end of file diff --git a/detic/data/datasets/cc.py b/detic/data/datasets/cc.py new file mode 100644 index 0000000000000000000000000000000000000000..7c3e50726f781dba4c72d4e18f4922e503218af8 --- /dev/null +++ b/detic/data/datasets/cc.py @@ -0,0 +1,23 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import logging +import os + +from detectron2.data.datasets.builtin_meta import _get_builtin_metadata +from detectron2.data.datasets.lvis import get_lvis_instances_meta +from .lvis_v1 import custom_register_lvis_instances + +_CUSTOM_SPLITS = { + "cc3m_v1_val": ("cc3m/validation/", "cc3m/val_image_info.json"), + "cc3m_v1_train": ("cc3m/training/", "cc3m/train_image_info.json"), + "cc3m_v1_train_tags": ("cc3m/training/", "cc3m/train_image_info_tags.json"), + +} + +for key, (image_root, json_file) in _CUSTOM_SPLITS.items(): + custom_register_lvis_instances( + key, + get_lvis_instances_meta('lvis_v1'), + os.path.join("datasets", json_file) if "://" not in json_file else json_file, + os.path.join("datasets", image_root), + ) + diff --git a/detic/data/datasets/coco_zeroshot.py b/detic/data/datasets/coco_zeroshot.py new file mode 100644 index 0000000000000000000000000000000000000000..aee895de41db95e379874fa6e1badd95c5fe6742 --- /dev/null +++ b/detic/data/datasets/coco_zeroshot.py @@ -0,0 +1,121 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import os + +from detectron2.data.datasets.register_coco import register_coco_instances +from detectron2.data.datasets.builtin_meta import _get_builtin_metadata +from .lvis_v1 import custom_register_lvis_instances + +categories_seen = [ + {'id': 1, 'name': 'person'}, + {'id': 2, 'name': 'bicycle'}, + {'id': 3, 'name': 'car'}, + {'id': 4, 'name': 'motorcycle'}, + {'id': 7, 'name': 'train'}, + {'id': 8, 'name': 'truck'}, + {'id': 9, 'name': 'boat'}, + {'id': 15, 'name': 'bench'}, + {'id': 16, 'name': 'bird'}, + {'id': 19, 'name': 'horse'}, + {'id': 20, 'name': 'sheep'}, + {'id': 23, 'name': 'bear'}, + {'id': 24, 'name': 'zebra'}, + {'id': 25, 'name': 'giraffe'}, + {'id': 27, 'name': 'backpack'}, + {'id': 31, 'name': 'handbag'}, + {'id': 33, 'name': 'suitcase'}, + {'id': 34, 'name': 'frisbee'}, + {'id': 35, 'name': 'skis'}, + {'id': 38, 'name': 'kite'}, + {'id': 42, 'name': 'surfboard'}, + {'id': 44, 'name': 'bottle'}, + {'id': 48, 'name': 'fork'}, + {'id': 50, 'name': 'spoon'}, + {'id': 51, 'name': 'bowl'}, + {'id': 52, 'name': 'banana'}, + {'id': 53, 'name': 'apple'}, + {'id': 54, 'name': 'sandwich'}, + {'id': 55, 'name': 'orange'}, + {'id': 56, 'name': 'broccoli'}, + {'id': 57, 'name': 'carrot'}, + {'id': 59, 'name': 'pizza'}, + {'id': 60, 'name': 'donut'}, + {'id': 62, 'name': 'chair'}, + {'id': 65, 'name': 'bed'}, + {'id': 70, 'name': 'toilet'}, + {'id': 72, 'name': 'tv'}, + {'id': 73, 'name': 'laptop'}, + {'id': 74, 'name': 'mouse'}, + {'id': 75, 'name': 'remote'}, + {'id': 78, 'name': 'microwave'}, + {'id': 79, 'name': 'oven'}, + {'id': 80, 'name': 'toaster'}, + {'id': 82, 'name': 'refrigerator'}, + {'id': 84, 'name': 'book'}, + {'id': 85, 'name': 'clock'}, + {'id': 86, 'name': 'vase'}, + {'id': 90, 'name': 'toothbrush'}, +] + +categories_unseen = [ + {'id': 5, 'name': 'airplane'}, + {'id': 6, 'name': 'bus'}, + {'id': 17, 'name': 'cat'}, + {'id': 18, 'name': 'dog'}, + {'id': 21, 'name': 'cow'}, + {'id': 22, 'name': 'elephant'}, + {'id': 28, 'name': 'umbrella'}, + {'id': 32, 'name': 'tie'}, + {'id': 36, 'name': 'snowboard'}, + {'id': 41, 'name': 'skateboard'}, + {'id': 47, 'name': 'cup'}, + {'id': 49, 'name': 'knife'}, + {'id': 61, 'name': 'cake'}, + {'id': 63, 'name': 'couch'}, + {'id': 76, 'name': 'keyboard'}, + {'id': 81, 'name': 'sink'}, + {'id': 87, 'name': 'scissors'}, +] + +def _get_metadata(cat): + if cat == 'all': + return _get_builtin_metadata('coco') + elif cat == 'seen': + id_to_name = {x['id']: x['name'] for x in categories_seen} + else: + assert cat == 'unseen' + id_to_name = {x['id']: x['name'] for x in categories_unseen} + + thing_dataset_id_to_contiguous_id = { + x: i for i, x in enumerate(sorted(id_to_name))} + thing_classes = [id_to_name[k] for k in sorted(id_to_name)] + return { + "thing_dataset_id_to_contiguous_id": thing_dataset_id_to_contiguous_id, + "thing_classes": thing_classes} + +_PREDEFINED_SPLITS_COCO = { + "coco_zeroshot_train": ("coco/train2017", "coco/zero-shot/instances_train2017_seen_2.json", 'seen'), + "coco_zeroshot_val": ("coco/val2017", "coco/zero-shot/instances_val2017_unseen_2.json", 'unseen'), + "coco_not_zeroshot_val": ("coco/val2017", "coco/zero-shot/instances_val2017_seen_2.json", 'seen'), + "coco_generalized_zeroshot_val": ("coco/val2017", "coco/zero-shot/instances_val2017_all_2_oriorder.json", 'all'), + "coco_zeroshot_train_oriorder": ("coco/train2017", "coco/zero-shot/instances_train2017_seen_2_oriorder.json", 'all'), +} + +for key, (image_root, json_file, cat) in _PREDEFINED_SPLITS_COCO.items(): + register_coco_instances( + key, + _get_metadata(cat), + os.path.join("datasets", json_file) if "://" not in json_file else json_file, + os.path.join("datasets", image_root), + ) + +_CUSTOM_SPLITS_COCO = { + "cc3m_coco_train_tags": ("cc3m/training/", "cc3m/coco_train_image_info_tags.json"), + "coco_caption_train_tags": ("coco/train2017/", "coco/annotations/captions_train2017_tags_allcaps.json"),} + +for key, (image_root, json_file) in _CUSTOM_SPLITS_COCO.items(): + custom_register_lvis_instances( + key, + _get_builtin_metadata('coco'), + os.path.join("datasets", json_file) if "://" not in json_file else json_file, + os.path.join("datasets", image_root), + ) \ No newline at end of file diff --git a/detic/data/datasets/imagenet.py b/detic/data/datasets/imagenet.py new file mode 100644 index 0000000000000000000000000000000000000000..9b6d78e51f1b0c7d6e1fba2869a72a6f383e81b2 --- /dev/null +++ b/detic/data/datasets/imagenet.py @@ -0,0 +1,41 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import logging +import os + +from detectron2.data import DatasetCatalog, MetadataCatalog +from detectron2.data.datasets.lvis import get_lvis_instances_meta +from .lvis_v1 import custom_load_lvis_json, get_lvis_22k_meta +def custom_register_imagenet_instances(name, metadata, json_file, image_root): + """ + """ + DatasetCatalog.register(name, lambda: custom_load_lvis_json( + json_file, image_root, name)) + MetadataCatalog.get(name).set( + json_file=json_file, image_root=image_root, + evaluator_type="imagenet", **metadata + ) + +_CUSTOM_SPLITS_IMAGENET = { + "imagenet_lvis_v1": ("imagenet/ImageNet-LVIS/", "imagenet/annotations/imagenet_lvis_image_info.json"), +} + +for key, (image_root, json_file) in _CUSTOM_SPLITS_IMAGENET.items(): + custom_register_imagenet_instances( + key, + get_lvis_instances_meta('lvis_v1'), + os.path.join("datasets", json_file) if "://" not in json_file else json_file, + os.path.join("datasets", image_root), + ) + + +_CUSTOM_SPLITS_IMAGENET_22K = { + "imagenet_lvis-22k": ("imagenet/ImageNet-LVIS/", "imagenet/annotations/imagenet-22k_image_info_lvis-22k.json"), +} + +for key, (image_root, json_file) in _CUSTOM_SPLITS_IMAGENET_22K.items(): + custom_register_imagenet_instances( + key, + get_lvis_22k_meta(), + os.path.join("datasets", json_file) if "://" not in json_file else json_file, + os.path.join("datasets", image_root), + ) \ No newline at end of file diff --git a/detic/data/datasets/lvis_22k_categories.py b/detic/data/datasets/lvis_22k_categories.py new file mode 100644 index 0000000000000000000000000000000000000000..9525f0873d68d84dd691979c32eaadd7860f59fe --- /dev/null +++ b/detic/data/datasets/lvis_22k_categories.py @@ -0,0 +1 @@ +CATEGORIES = [{'name': 'aerosol_can', 'id': 1, 'frequency': 'c', 'synset': 'aerosol.n.02'}, {'name': 'air_conditioner', 'id': 2, 'frequency': 'f', 'synset': 'air_conditioner.n.01'}, {'name': 'airplane', 'id': 3, 'frequency': 'f', 'synset': 'airplane.n.01'}, {'name': 'alarm_clock', 'id': 4, 'frequency': 'f', 'synset': 'alarm_clock.n.01'}, {'name': 'alcohol', 'id': 5, 'frequency': 'c', 'synset': 'alcohol.n.01'}, {'name': 'alligator', 'id': 6, 'frequency': 'c', 'synset': 'alligator.n.02'}, {'name': 'almond', 'id': 7, 'frequency': 'c', 'synset': 'almond.n.02'}, {'name': 'ambulance', 'id': 8, 'frequency': 'c', 'synset': 'ambulance.n.01'}, {'name': 'amplifier', 'id': 9, 'frequency': 'c', 'synset': 'amplifier.n.01'}, {'name': 'anklet', 'id': 10, 'frequency': 'c', 'synset': 'anklet.n.03'}, {'name': 'antenna', 'id': 11, 'frequency': 'f', 'synset': 'antenna.n.01'}, {'name': 'apple', 'id': 12, 'frequency': 'f', 'synset': 'apple.n.01'}, {'name': 'applesauce', 'id': 13, 'frequency': 'r', 'synset': 'applesauce.n.01'}, {'name': 'apricot', 'id': 14, 'frequency': 'r', 'synset': 'apricot.n.02'}, {'name': 'apron', 'id': 15, 'frequency': 'f', 'synset': 'apron.n.01'}, {'name': 'aquarium', 'id': 16, 'frequency': 'c', 'synset': 'aquarium.n.01'}, {'name': 'arctic_(type_of_shoe)', 'id': 17, 'frequency': 'r', 'synset': 'arctic.n.02'}, {'name': 'armband', 'id': 18, 'frequency': 'c', 'synset': 'armband.n.02'}, {'name': 'armchair', 'id': 19, 'frequency': 'f', 'synset': 'armchair.n.01'}, {'name': 'armoire', 'id': 20, 'frequency': 'r', 'synset': 'armoire.n.01'}, {'name': 'armor', 'id': 21, 'frequency': 'r', 'synset': 'armor.n.01'}, {'name': 'artichoke', 'id': 22, 'frequency': 'c', 'synset': 'artichoke.n.02'}, {'name': 'trash_can', 'id': 23, 'frequency': 'f', 'synset': 'ashcan.n.01'}, {'name': 'ashtray', 'id': 24, 'frequency': 'c', 'synset': 'ashtray.n.01'}, {'name': 'asparagus', 'id': 25, 'frequency': 'c', 'synset': 'asparagus.n.02'}, {'name': 'atomizer', 'id': 26, 'frequency': 'c', 'synset': 'atomizer.n.01'}, {'name': 'avocado', 'id': 27, 'frequency': 'f', 'synset': 'avocado.n.01'}, {'name': 'award', 'id': 28, 'frequency': 'c', 'synset': 'award.n.02'}, {'name': 'awning', 'id': 29, 'frequency': 'f', 'synset': 'awning.n.01'}, {'name': 'ax', 'id': 30, 'frequency': 'r', 'synset': 'ax.n.01'}, {'name': 'baboon', 'id': 31, 'frequency': 'r', 'synset': 'baboon.n.01'}, {'name': 'baby_buggy', 'id': 32, 'frequency': 'f', 'synset': 'baby_buggy.n.01'}, {'name': 'basketball_backboard', 'id': 33, 'frequency': 'c', 'synset': 'backboard.n.01'}, {'name': 'backpack', 'id': 34, 'frequency': 'f', 'synset': 'backpack.n.01'}, {'name': 'handbag', 'id': 35, 'frequency': 'f', 'synset': 'bag.n.04'}, {'name': 'suitcase', 'id': 36, 'frequency': 'f', 'synset': 'bag.n.06'}, {'name': 'bagel', 'id': 37, 'frequency': 'c', 'synset': 'bagel.n.01'}, {'name': 'bagpipe', 'id': 38, 'frequency': 'r', 'synset': 'bagpipe.n.01'}, {'name': 'baguet', 'id': 39, 'frequency': 'r', 'synset': 'baguet.n.01'}, {'name': 'bait', 'id': 40, 'frequency': 'r', 'synset': 'bait.n.02'}, {'name': 'ball', 'id': 41, 'frequency': 'f', 'synset': 'ball.n.06'}, {'name': 'ballet_skirt', 'id': 42, 'frequency': 'r', 'synset': 'ballet_skirt.n.01'}, {'name': 'balloon', 'id': 43, 'frequency': 'f', 'synset': 'balloon.n.01'}, {'name': 'bamboo', 'id': 44, 'frequency': 'c', 'synset': 'bamboo.n.02'}, {'name': 'banana', 'id': 45, 'frequency': 'f', 'synset': 'banana.n.02'}, {'name': 'Band_Aid', 'id': 46, 'frequency': 'c', 'synset': 'band_aid.n.01'}, {'name': 'bandage', 'id': 47, 'frequency': 'c', 'synset': 'bandage.n.01'}, {'name': 'bandanna', 'id': 48, 'frequency': 'f', 'synset': 'bandanna.n.01'}, {'name': 'banjo', 'id': 49, 'frequency': 'r', 'synset': 'banjo.n.01'}, {'name': 'banner', 'id': 50, 'frequency': 'f', 'synset': 'banner.n.01'}, {'name': 'barbell', 'id': 51, 'frequency': 'r', 'synset': 'barbell.n.01'}, {'name': 'barge', 'id': 52, 'frequency': 'r', 'synset': 'barge.n.01'}, {'name': 'barrel', 'id': 53, 'frequency': 'f', 'synset': 'barrel.n.02'}, {'name': 'barrette', 'id': 54, 'frequency': 'c', 'synset': 'barrette.n.01'}, {'name': 'barrow', 'id': 55, 'frequency': 'c', 'synset': 'barrow.n.03'}, {'name': 'baseball_base', 'id': 56, 'frequency': 'f', 'synset': 'base.n.03'}, {'name': 'baseball', 'id': 57, 'frequency': 'f', 'synset': 'baseball.n.02'}, {'name': 'baseball_bat', 'id': 58, 'frequency': 'f', 'synset': 'baseball_bat.n.01'}, {'name': 'baseball_cap', 'id': 59, 'frequency': 'f', 'synset': 'baseball_cap.n.01'}, {'name': 'baseball_glove', 'id': 60, 'frequency': 'f', 'synset': 'baseball_glove.n.01'}, {'name': 'basket', 'id': 61, 'frequency': 'f', 'synset': 'basket.n.01'}, {'name': 'basketball', 'id': 62, 'frequency': 'c', 'synset': 'basketball.n.02'}, {'name': 'bass_horn', 'id': 63, 'frequency': 'r', 'synset': 'bass_horn.n.01'}, {'name': 'bat_(animal)', 'id': 64, 'frequency': 'c', 'synset': 'bat.n.01'}, {'name': 'bath_mat', 'id': 65, 'frequency': 'f', 'synset': 'bath_mat.n.01'}, {'name': 'bath_towel', 'id': 66, 'frequency': 'f', 'synset': 'bath_towel.n.01'}, {'name': 'bathrobe', 'id': 67, 'frequency': 'c', 'synset': 'bathrobe.n.01'}, {'name': 'bathtub', 'id': 68, 'frequency': 'f', 'synset': 'bathtub.n.01'}, {'name': 'batter_(food)', 'id': 69, 'frequency': 'r', 'synset': 'batter.n.02'}, {'name': 'battery', 'id': 70, 'frequency': 'c', 'synset': 'battery.n.02'}, {'name': 'beachball', 'id': 71, 'frequency': 'r', 'synset': 'beach_ball.n.01'}, {'name': 'bead', 'id': 72, 'frequency': 'c', 'synset': 'bead.n.01'}, {'name': 'bean_curd', 'id': 73, 'frequency': 'c', 'synset': 'bean_curd.n.01'}, {'name': 'beanbag', 'id': 74, 'frequency': 'c', 'synset': 'beanbag.n.01'}, {'name': 'beanie', 'id': 75, 'frequency': 'f', 'synset': 'beanie.n.01'}, {'name': 'bear', 'id': 76, 'frequency': 'f', 'synset': 'bear.n.01'}, {'name': 'bed', 'id': 77, 'frequency': 'f', 'synset': 'bed.n.01'}, {'name': 'bedpan', 'id': 78, 'frequency': 'r', 'synset': 'bedpan.n.01'}, {'name': 'bedspread', 'id': 79, 'frequency': 'f', 'synset': 'bedspread.n.01'}, {'name': 'cow', 'id': 80, 'frequency': 'f', 'synset': 'beef.n.01'}, {'name': 'beef_(food)', 'id': 81, 'frequency': 'f', 'synset': 'beef.n.02'}, {'name': 'beeper', 'id': 82, 'frequency': 'r', 'synset': 'beeper.n.01'}, {'name': 'beer_bottle', 'id': 83, 'frequency': 'f', 'synset': 'beer_bottle.n.01'}, {'name': 'beer_can', 'id': 84, 'frequency': 'c', 'synset': 'beer_can.n.01'}, {'name': 'beetle', 'id': 85, 'frequency': 'r', 'synset': 'beetle.n.01'}, {'name': 'bell', 'id': 86, 'frequency': 'f', 'synset': 'bell.n.01'}, {'name': 'bell_pepper', 'id': 87, 'frequency': 'f', 'synset': 'bell_pepper.n.02'}, {'name': 'belt', 'id': 88, 'frequency': 'f', 'synset': 'belt.n.02'}, {'name': 'belt_buckle', 'id': 89, 'frequency': 'f', 'synset': 'belt_buckle.n.01'}, {'name': 'bench', 'id': 90, 'frequency': 'f', 'synset': 'bench.n.01'}, {'name': 'beret', 'id': 91, 'frequency': 'c', 'synset': 'beret.n.01'}, {'name': 'bib', 'id': 92, 'frequency': 'c', 'synset': 'bib.n.02'}, {'name': 'Bible', 'id': 93, 'frequency': 'r', 'synset': 'bible.n.01'}, {'name': 'bicycle', 'id': 94, 'frequency': 'f', 'synset': 'bicycle.n.01'}, {'name': 'visor', 'id': 95, 'frequency': 'f', 'synset': 'bill.n.09'}, {'name': 'billboard', 'id': 96, 'frequency': 'f', 'synset': 'billboard.n.01'}, {'name': 'binder', 'id': 97, 'frequency': 'c', 'synset': 'binder.n.03'}, {'name': 'binoculars', 'id': 98, 'frequency': 'c', 'synset': 'binoculars.n.01'}, {'name': 'bird', 'id': 99, 'frequency': 'f', 'synset': 'bird.n.01'}, {'name': 'birdfeeder', 'id': 100, 'frequency': 'c', 'synset': 'bird_feeder.n.01'}, {'name': 'birdbath', 'id': 101, 'frequency': 'c', 'synset': 'birdbath.n.01'}, {'name': 'birdcage', 'id': 102, 'frequency': 'c', 'synset': 'birdcage.n.01'}, {'name': 'birdhouse', 'id': 103, 'frequency': 'c', 'synset': 'birdhouse.n.01'}, {'name': 'birthday_cake', 'id': 104, 'frequency': 'f', 'synset': 'birthday_cake.n.01'}, {'name': 'birthday_card', 'id': 105, 'frequency': 'r', 'synset': 'birthday_card.n.01'}, {'name': 'pirate_flag', 'id': 106, 'frequency': 'r', 'synset': 'black_flag.n.01'}, {'name': 'black_sheep', 'id': 107, 'frequency': 'c', 'synset': 'black_sheep.n.02'}, {'name': 'blackberry', 'id': 108, 'frequency': 'c', 'synset': 'blackberry.n.01'}, {'name': 'blackboard', 'id': 109, 'frequency': 'f', 'synset': 'blackboard.n.01'}, {'name': 'blanket', 'id': 110, 'frequency': 'f', 'synset': 'blanket.n.01'}, {'name': 'blazer', 'id': 111, 'frequency': 'c', 'synset': 'blazer.n.01'}, {'name': 'blender', 'id': 112, 'frequency': 'f', 'synset': 'blender.n.01'}, {'name': 'blimp', 'id': 113, 'frequency': 'r', 'synset': 'blimp.n.02'}, {'name': 'blinker', 'id': 114, 'frequency': 'f', 'synset': 'blinker.n.01'}, {'name': 'blouse', 'id': 115, 'frequency': 'f', 'synset': 'blouse.n.01'}, {'name': 'blueberry', 'id': 116, 'frequency': 'f', 'synset': 'blueberry.n.02'}, {'name': 'gameboard', 'id': 117, 'frequency': 'r', 'synset': 'board.n.09'}, {'name': 'boat', 'id': 118, 'frequency': 'f', 'synset': 'boat.n.01'}, {'name': 'bob', 'id': 119, 'frequency': 'r', 'synset': 'bob.n.05'}, {'name': 'bobbin', 'id': 120, 'frequency': 'c', 'synset': 'bobbin.n.01'}, {'name': 'bobby_pin', 'id': 121, 'frequency': 'c', 'synset': 'bobby_pin.n.01'}, {'name': 'boiled_egg', 'id': 122, 'frequency': 'c', 'synset': 'boiled_egg.n.01'}, {'name': 'bolo_tie', 'id': 123, 'frequency': 'r', 'synset': 'bolo_tie.n.01'}, {'name': 'deadbolt', 'id': 124, 'frequency': 'c', 'synset': 'bolt.n.03'}, {'name': 'bolt', 'id': 125, 'frequency': 'f', 'synset': 'bolt.n.06'}, {'name': 'bonnet', 'id': 126, 'frequency': 'r', 'synset': 'bonnet.n.01'}, {'name': 'book', 'id': 127, 'frequency': 'f', 'synset': 'book.n.01'}, {'name': 'bookcase', 'id': 128, 'frequency': 'c', 'synset': 'bookcase.n.01'}, {'name': 'booklet', 'id': 129, 'frequency': 'c', 'synset': 'booklet.n.01'}, {'name': 'bookmark', 'id': 130, 'frequency': 'r', 'synset': 'bookmark.n.01'}, {'name': 'boom_microphone', 'id': 131, 'frequency': 'r', 'synset': 'boom.n.04'}, {'name': 'boot', 'id': 132, 'frequency': 'f', 'synset': 'boot.n.01'}, {'name': 'bottle', 'id': 133, 'frequency': 'f', 'synset': 'bottle.n.01'}, {'name': 'bottle_opener', 'id': 134, 'frequency': 'c', 'synset': 'bottle_opener.n.01'}, {'name': 'bouquet', 'id': 135, 'frequency': 'c', 'synset': 'bouquet.n.01'}, {'name': 'bow_(weapon)', 'id': 136, 'frequency': 'r', 'synset': 'bow.n.04'}, {'name': 'bow_(decorative_ribbons)', 'id': 137, 'frequency': 'f', 'synset': 'bow.n.08'}, {'name': 'bow-tie', 'id': 138, 'frequency': 'f', 'synset': 'bow_tie.n.01'}, {'name': 'bowl', 'id': 139, 'frequency': 'f', 'synset': 'bowl.n.03'}, {'name': 'pipe_bowl', 'id': 140, 'frequency': 'r', 'synset': 'bowl.n.08'}, {'name': 'bowler_hat', 'id': 141, 'frequency': 'c', 'synset': 'bowler_hat.n.01'}, {'name': 'bowling_ball', 'id': 142, 'frequency': 'r', 'synset': 'bowling_ball.n.01'}, {'name': 'box', 'id': 143, 'frequency': 'f', 'synset': 'box.n.01'}, {'name': 'boxing_glove', 'id': 144, 'frequency': 'r', 'synset': 'boxing_glove.n.01'}, {'name': 'suspenders', 'id': 145, 'frequency': 'c', 'synset': 'brace.n.06'}, {'name': 'bracelet', 'id': 146, 'frequency': 'f', 'synset': 'bracelet.n.02'}, {'name': 'brass_plaque', 'id': 147, 'frequency': 'r', 'synset': 'brass.n.07'}, {'name': 'brassiere', 'id': 148, 'frequency': 'c', 'synset': 'brassiere.n.01'}, {'name': 'bread-bin', 'id': 149, 'frequency': 'c', 'synset': 'bread-bin.n.01'}, {'name': 'bread', 'id': 150, 'frequency': 'f', 'synset': 'bread.n.01'}, {'name': 'breechcloth', 'id': 151, 'frequency': 'r', 'synset': 'breechcloth.n.01'}, {'name': 'bridal_gown', 'id': 152, 'frequency': 'f', 'synset': 'bridal_gown.n.01'}, {'name': 'briefcase', 'id': 153, 'frequency': 'c', 'synset': 'briefcase.n.01'}, {'name': 'broccoli', 'id': 154, 'frequency': 'f', 'synset': 'broccoli.n.01'}, {'name': 'broach', 'id': 155, 'frequency': 'r', 'synset': 'brooch.n.01'}, {'name': 'broom', 'id': 156, 'frequency': 'c', 'synset': 'broom.n.01'}, {'name': 'brownie', 'id': 157, 'frequency': 'c', 'synset': 'brownie.n.03'}, {'name': 'brussels_sprouts', 'id': 158, 'frequency': 'c', 'synset': 'brussels_sprouts.n.01'}, {'name': 'bubble_gum', 'id': 159, 'frequency': 'r', 'synset': 'bubble_gum.n.01'}, {'name': 'bucket', 'id': 160, 'frequency': 'f', 'synset': 'bucket.n.01'}, {'name': 'horse_buggy', 'id': 161, 'frequency': 'r', 'synset': 'buggy.n.01'}, {'name': 'bull', 'id': 162, 'frequency': 'c', 'synset': 'bull.n.11'}, {'name': 'bulldog', 'id': 163, 'frequency': 'c', 'synset': 'bulldog.n.01'}, {'name': 'bulldozer', 'id': 164, 'frequency': 'r', 'synset': 'bulldozer.n.01'}, {'name': 'bullet_train', 'id': 165, 'frequency': 'c', 'synset': 'bullet_train.n.01'}, {'name': 'bulletin_board', 'id': 166, 'frequency': 'c', 'synset': 'bulletin_board.n.02'}, {'name': 'bulletproof_vest', 'id': 167, 'frequency': 'r', 'synset': 'bulletproof_vest.n.01'}, {'name': 'bullhorn', 'id': 168, 'frequency': 'c', 'synset': 'bullhorn.n.01'}, {'name': 'bun', 'id': 169, 'frequency': 'f', 'synset': 'bun.n.01'}, {'name': 'bunk_bed', 'id': 170, 'frequency': 'c', 'synset': 'bunk_bed.n.01'}, {'name': 'buoy', 'id': 171, 'frequency': 'f', 'synset': 'buoy.n.01'}, {'name': 'burrito', 'id': 172, 'frequency': 'r', 'synset': 'burrito.n.01'}, {'name': 'bus_(vehicle)', 'id': 173, 'frequency': 'f', 'synset': 'bus.n.01'}, {'name': 'business_card', 'id': 174, 'frequency': 'c', 'synset': 'business_card.n.01'}, {'name': 'butter', 'id': 175, 'frequency': 'f', 'synset': 'butter.n.01'}, {'name': 'butterfly', 'id': 176, 'frequency': 'c', 'synset': 'butterfly.n.01'}, {'name': 'button', 'id': 177, 'frequency': 'f', 'synset': 'button.n.01'}, {'name': 'cab_(taxi)', 'id': 178, 'frequency': 'f', 'synset': 'cab.n.03'}, {'name': 'cabana', 'id': 179, 'frequency': 'r', 'synset': 'cabana.n.01'}, {'name': 'cabin_car', 'id': 180, 'frequency': 'c', 'synset': 'cabin_car.n.01'}, {'name': 'cabinet', 'id': 181, 'frequency': 'f', 'synset': 'cabinet.n.01'}, {'name': 'locker', 'id': 182, 'frequency': 'r', 'synset': 'cabinet.n.03'}, {'name': 'cake', 'id': 183, 'frequency': 'f', 'synset': 'cake.n.03'}, {'name': 'calculator', 'id': 184, 'frequency': 'c', 'synset': 'calculator.n.02'}, {'name': 'calendar', 'id': 185, 'frequency': 'f', 'synset': 'calendar.n.02'}, {'name': 'calf', 'id': 186, 'frequency': 'c', 'synset': 'calf.n.01'}, {'name': 'camcorder', 'id': 187, 'frequency': 'c', 'synset': 'camcorder.n.01'}, {'name': 'camel', 'id': 188, 'frequency': 'c', 'synset': 'camel.n.01'}, {'name': 'camera', 'id': 189, 'frequency': 'f', 'synset': 'camera.n.01'}, {'name': 'camera_lens', 'id': 190, 'frequency': 'c', 'synset': 'camera_lens.n.01'}, {'name': 'camper_(vehicle)', 'id': 191, 'frequency': 'c', 'synset': 'camper.n.02'}, {'name': 'can', 'id': 192, 'frequency': 'f', 'synset': 'can.n.01'}, {'name': 'can_opener', 'id': 193, 'frequency': 'c', 'synset': 'can_opener.n.01'}, {'name': 'candle', 'id': 194, 'frequency': 'f', 'synset': 'candle.n.01'}, {'name': 'candle_holder', 'id': 195, 'frequency': 'f', 'synset': 'candlestick.n.01'}, {'name': 'candy_bar', 'id': 196, 'frequency': 'r', 'synset': 'candy_bar.n.01'}, {'name': 'candy_cane', 'id': 197, 'frequency': 'c', 'synset': 'candy_cane.n.01'}, {'name': 'walking_cane', 'id': 198, 'frequency': 'c', 'synset': 'cane.n.01'}, {'name': 'canister', 'id': 199, 'frequency': 'c', 'synset': 'canister.n.02'}, {'name': 'canoe', 'id': 200, 'frequency': 'c', 'synset': 'canoe.n.01'}, {'name': 'cantaloup', 'id': 201, 'frequency': 'c', 'synset': 'cantaloup.n.02'}, {'name': 'canteen', 'id': 202, 'frequency': 'r', 'synset': 'canteen.n.01'}, {'name': 'cap_(headwear)', 'id': 203, 'frequency': 'f', 'synset': 'cap.n.01'}, {'name': 'bottle_cap', 'id': 204, 'frequency': 'f', 'synset': 'cap.n.02'}, {'name': 'cape', 'id': 205, 'frequency': 'c', 'synset': 'cape.n.02'}, {'name': 'cappuccino', 'id': 206, 'frequency': 'c', 'synset': 'cappuccino.n.01'}, {'name': 'car_(automobile)', 'id': 207, 'frequency': 'f', 'synset': 'car.n.01'}, {'name': 'railcar_(part_of_a_train)', 'id': 208, 'frequency': 'f', 'synset': 'car.n.02'}, {'name': 'elevator_car', 'id': 209, 'frequency': 'r', 'synset': 'car.n.04'}, {'name': 'car_battery', 'id': 210, 'frequency': 'r', 'synset': 'car_battery.n.01'}, {'name': 'identity_card', 'id': 211, 'frequency': 'c', 'synset': 'card.n.02'}, {'name': 'card', 'id': 212, 'frequency': 'c', 'synset': 'card.n.03'}, {'name': 'cardigan', 'id': 213, 'frequency': 'c', 'synset': 'cardigan.n.01'}, {'name': 'cargo_ship', 'id': 214, 'frequency': 'r', 'synset': 'cargo_ship.n.01'}, {'name': 'carnation', 'id': 215, 'frequency': 'r', 'synset': 'carnation.n.01'}, {'name': 'horse_carriage', 'id': 216, 'frequency': 'c', 'synset': 'carriage.n.02'}, {'name': 'carrot', 'id': 217, 'frequency': 'f', 'synset': 'carrot.n.01'}, {'name': 'tote_bag', 'id': 218, 'frequency': 'f', 'synset': 'carryall.n.01'}, {'name': 'cart', 'id': 219, 'frequency': 'c', 'synset': 'cart.n.01'}, {'name': 'carton', 'id': 220, 'frequency': 'c', 'synset': 'carton.n.02'}, {'name': 'cash_register', 'id': 221, 'frequency': 'c', 'synset': 'cash_register.n.01'}, {'name': 'casserole', 'id': 222, 'frequency': 'r', 'synset': 'casserole.n.01'}, {'name': 'cassette', 'id': 223, 'frequency': 'r', 'synset': 'cassette.n.01'}, {'name': 'cast', 'id': 224, 'frequency': 'c', 'synset': 'cast.n.05'}, {'name': 'cat', 'id': 225, 'frequency': 'f', 'synset': 'cat.n.01'}, {'name': 'cauliflower', 'id': 226, 'frequency': 'f', 'synset': 'cauliflower.n.02'}, {'name': 'cayenne_(spice)', 'id': 227, 'frequency': 'c', 'synset': 'cayenne.n.02'}, {'name': 'CD_player', 'id': 228, 'frequency': 'c', 'synset': 'cd_player.n.01'}, {'name': 'celery', 'id': 229, 'frequency': 'f', 'synset': 'celery.n.01'}, {'name': 'cellular_telephone', 'id': 230, 'frequency': 'f', 'synset': 'cellular_telephone.n.01'}, {'name': 'chain_mail', 'id': 231, 'frequency': 'r', 'synset': 'chain_mail.n.01'}, {'name': 'chair', 'id': 232, 'frequency': 'f', 'synset': 'chair.n.01'}, {'name': 'chaise_longue', 'id': 233, 'frequency': 'r', 'synset': 'chaise_longue.n.01'}, {'name': 'chalice', 'id': 234, 'frequency': 'r', 'synset': 'chalice.n.01'}, {'name': 'chandelier', 'id': 235, 'frequency': 'f', 'synset': 'chandelier.n.01'}, {'name': 'chap', 'id': 236, 'frequency': 'r', 'synset': 'chap.n.04'}, {'name': 'checkbook', 'id': 237, 'frequency': 'r', 'synset': 'checkbook.n.01'}, {'name': 'checkerboard', 'id': 238, 'frequency': 'r', 'synset': 'checkerboard.n.01'}, {'name': 'cherry', 'id': 239, 'frequency': 'c', 'synset': 'cherry.n.03'}, {'name': 'chessboard', 'id': 240, 'frequency': 'r', 'synset': 'chessboard.n.01'}, {'name': 'chicken_(animal)', 'id': 241, 'frequency': 'c', 'synset': 'chicken.n.02'}, {'name': 'chickpea', 'id': 242, 'frequency': 'c', 'synset': 'chickpea.n.01'}, {'name': 'chili_(vegetable)', 'id': 243, 'frequency': 'c', 'synset': 'chili.n.02'}, {'name': 'chime', 'id': 244, 'frequency': 'r', 'synset': 'chime.n.01'}, {'name': 'chinaware', 'id': 245, 'frequency': 'r', 'synset': 'chinaware.n.01'}, {'name': 'crisp_(potato_chip)', 'id': 246, 'frequency': 'c', 'synset': 'chip.n.04'}, {'name': 'poker_chip', 'id': 247, 'frequency': 'r', 'synset': 'chip.n.06'}, {'name': 'chocolate_bar', 'id': 248, 'frequency': 'c', 'synset': 'chocolate_bar.n.01'}, {'name': 'chocolate_cake', 'id': 249, 'frequency': 'c', 'synset': 'chocolate_cake.n.01'}, {'name': 'chocolate_milk', 'id': 250, 'frequency': 'r', 'synset': 'chocolate_milk.n.01'}, {'name': 'chocolate_mousse', 'id': 251, 'frequency': 'r', 'synset': 'chocolate_mousse.n.01'}, {'name': 'choker', 'id': 252, 'frequency': 'f', 'synset': 'choker.n.03'}, {'name': 'chopping_board', 'id': 253, 'frequency': 'f', 'synset': 'chopping_board.n.01'}, {'name': 'chopstick', 'id': 254, 'frequency': 'f', 'synset': 'chopstick.n.01'}, {'name': 'Christmas_tree', 'id': 255, 'frequency': 'f', 'synset': 'christmas_tree.n.05'}, {'name': 'slide', 'id': 256, 'frequency': 'c', 'synset': 'chute.n.02'}, {'name': 'cider', 'id': 257, 'frequency': 'r', 'synset': 'cider.n.01'}, {'name': 'cigar_box', 'id': 258, 'frequency': 'r', 'synset': 'cigar_box.n.01'}, {'name': 'cigarette', 'id': 259, 'frequency': 'f', 'synset': 'cigarette.n.01'}, {'name': 'cigarette_case', 'id': 260, 'frequency': 'c', 'synset': 'cigarette_case.n.01'}, {'name': 'cistern', 'id': 261, 'frequency': 'f', 'synset': 'cistern.n.02'}, {'name': 'clarinet', 'id': 262, 'frequency': 'r', 'synset': 'clarinet.n.01'}, {'name': 'clasp', 'id': 263, 'frequency': 'c', 'synset': 'clasp.n.01'}, {'name': 'cleansing_agent', 'id': 264, 'frequency': 'c', 'synset': 'cleansing_agent.n.01'}, {'name': 'cleat_(for_securing_rope)', 'id': 265, 'frequency': 'r', 'synset': 'cleat.n.02'}, {'name': 'clementine', 'id': 266, 'frequency': 'r', 'synset': 'clementine.n.01'}, {'name': 'clip', 'id': 267, 'frequency': 'c', 'synset': 'clip.n.03'}, {'name': 'clipboard', 'id': 268, 'frequency': 'c', 'synset': 'clipboard.n.01'}, {'name': 'clippers_(for_plants)', 'id': 269, 'frequency': 'r', 'synset': 'clipper.n.03'}, {'name': 'cloak', 'id': 270, 'frequency': 'r', 'synset': 'cloak.n.02'}, {'name': 'clock', 'id': 271, 'frequency': 'f', 'synset': 'clock.n.01'}, {'name': 'clock_tower', 'id': 272, 'frequency': 'f', 'synset': 'clock_tower.n.01'}, {'name': 'clothes_hamper', 'id': 273, 'frequency': 'c', 'synset': 'clothes_hamper.n.01'}, {'name': 'clothespin', 'id': 274, 'frequency': 'c', 'synset': 'clothespin.n.01'}, {'name': 'clutch_bag', 'id': 275, 'frequency': 'r', 'synset': 'clutch_bag.n.01'}, {'name': 'coaster', 'id': 276, 'frequency': 'f', 'synset': 'coaster.n.03'}, {'name': 'coat', 'id': 277, 'frequency': 'f', 'synset': 'coat.n.01'}, {'name': 'coat_hanger', 'id': 278, 'frequency': 'c', 'synset': 'coat_hanger.n.01'}, {'name': 'coatrack', 'id': 279, 'frequency': 'c', 'synset': 'coatrack.n.01'}, {'name': 'cock', 'id': 280, 'frequency': 'c', 'synset': 'cock.n.04'}, {'name': 'cockroach', 'id': 281, 'frequency': 'r', 'synset': 'cockroach.n.01'}, {'name': 'cocoa_(beverage)', 'id': 282, 'frequency': 'r', 'synset': 'cocoa.n.01'}, {'name': 'coconut', 'id': 283, 'frequency': 'c', 'synset': 'coconut.n.02'}, {'name': 'coffee_maker', 'id': 284, 'frequency': 'f', 'synset': 'coffee_maker.n.01'}, {'name': 'coffee_table', 'id': 285, 'frequency': 'f', 'synset': 'coffee_table.n.01'}, {'name': 'coffeepot', 'id': 286, 'frequency': 'c', 'synset': 'coffeepot.n.01'}, {'name': 'coil', 'id': 287, 'frequency': 'r', 'synset': 'coil.n.05'}, {'name': 'coin', 'id': 288, 'frequency': 'c', 'synset': 'coin.n.01'}, {'name': 'colander', 'id': 289, 'frequency': 'c', 'synset': 'colander.n.01'}, {'name': 'coleslaw', 'id': 290, 'frequency': 'c', 'synset': 'coleslaw.n.01'}, {'name': 'coloring_material', 'id': 291, 'frequency': 'r', 'synset': 'coloring_material.n.01'}, {'name': 'combination_lock', 'id': 292, 'frequency': 'r', 'synset': 'combination_lock.n.01'}, {'name': 'pacifier', 'id': 293, 'frequency': 'c', 'synset': 'comforter.n.04'}, {'name': 'comic_book', 'id': 294, 'frequency': 'r', 'synset': 'comic_book.n.01'}, {'name': 'compass', 'id': 295, 'frequency': 'r', 'synset': 'compass.n.01'}, {'name': 'computer_keyboard', 'id': 296, 'frequency': 'f', 'synset': 'computer_keyboard.n.01'}, {'name': 'condiment', 'id': 297, 'frequency': 'f', 'synset': 'condiment.n.01'}, {'name': 'cone', 'id': 298, 'frequency': 'f', 'synset': 'cone.n.01'}, {'name': 'control', 'id': 299, 'frequency': 'f', 'synset': 'control.n.09'}, {'name': 'convertible_(automobile)', 'id': 300, 'frequency': 'r', 'synset': 'convertible.n.01'}, {'name': 'sofa_bed', 'id': 301, 'frequency': 'r', 'synset': 'convertible.n.03'}, {'name': 'cooker', 'id': 302, 'frequency': 'r', 'synset': 'cooker.n.01'}, {'name': 'cookie', 'id': 303, 'frequency': 'f', 'synset': 'cookie.n.01'}, {'name': 'cooking_utensil', 'id': 304, 'frequency': 'r', 'synset': 'cooking_utensil.n.01'}, {'name': 'cooler_(for_food)', 'id': 305, 'frequency': 'f', 'synset': 'cooler.n.01'}, {'name': 'cork_(bottle_plug)', 'id': 306, 'frequency': 'f', 'synset': 'cork.n.04'}, {'name': 'corkboard', 'id': 307, 'frequency': 'r', 'synset': 'corkboard.n.01'}, {'name': 'corkscrew', 'id': 308, 'frequency': 'c', 'synset': 'corkscrew.n.01'}, {'name': 'edible_corn', 'id': 309, 'frequency': 'f', 'synset': 'corn.n.03'}, {'name': 'cornbread', 'id': 310, 'frequency': 'r', 'synset': 'cornbread.n.01'}, {'name': 'cornet', 'id': 311, 'frequency': 'c', 'synset': 'cornet.n.01'}, {'name': 'cornice', 'id': 312, 'frequency': 'c', 'synset': 'cornice.n.01'}, {'name': 'cornmeal', 'id': 313, 'frequency': 'r', 'synset': 'cornmeal.n.01'}, {'name': 'corset', 'id': 314, 'frequency': 'c', 'synset': 'corset.n.01'}, {'name': 'costume', 'id': 315, 'frequency': 'c', 'synset': 'costume.n.04'}, {'name': 'cougar', 'id': 316, 'frequency': 'r', 'synset': 'cougar.n.01'}, {'name': 'coverall', 'id': 317, 'frequency': 'r', 'synset': 'coverall.n.01'}, {'name': 'cowbell', 'id': 318, 'frequency': 'c', 'synset': 'cowbell.n.01'}, {'name': 'cowboy_hat', 'id': 319, 'frequency': 'f', 'synset': 'cowboy_hat.n.01'}, {'name': 'crab_(animal)', 'id': 320, 'frequency': 'c', 'synset': 'crab.n.01'}, {'name': 'crabmeat', 'id': 321, 'frequency': 'r', 'synset': 'crab.n.05'}, {'name': 'cracker', 'id': 322, 'frequency': 'c', 'synset': 'cracker.n.01'}, {'name': 'crape', 'id': 323, 'frequency': 'r', 'synset': 'crape.n.01'}, {'name': 'crate', 'id': 324, 'frequency': 'f', 'synset': 'crate.n.01'}, {'name': 'crayon', 'id': 325, 'frequency': 'c', 'synset': 'crayon.n.01'}, {'name': 'cream_pitcher', 'id': 326, 'frequency': 'r', 'synset': 'cream_pitcher.n.01'}, {'name': 'crescent_roll', 'id': 327, 'frequency': 'c', 'synset': 'crescent_roll.n.01'}, {'name': 'crib', 'id': 328, 'frequency': 'c', 'synset': 'crib.n.01'}, {'name': 'crock_pot', 'id': 329, 'frequency': 'c', 'synset': 'crock.n.03'}, {'name': 'crossbar', 'id': 330, 'frequency': 'f', 'synset': 'crossbar.n.01'}, {'name': 'crouton', 'id': 331, 'frequency': 'r', 'synset': 'crouton.n.01'}, {'name': 'crow', 'id': 332, 'frequency': 'c', 'synset': 'crow.n.01'}, {'name': 'crowbar', 'id': 333, 'frequency': 'r', 'synset': 'crowbar.n.01'}, {'name': 'crown', 'id': 334, 'frequency': 'c', 'synset': 'crown.n.04'}, {'name': 'crucifix', 'id': 335, 'frequency': 'c', 'synset': 'crucifix.n.01'}, {'name': 'cruise_ship', 'id': 336, 'frequency': 'c', 'synset': 'cruise_ship.n.01'}, {'name': 'police_cruiser', 'id': 337, 'frequency': 'c', 'synset': 'cruiser.n.01'}, {'name': 'crumb', 'id': 338, 'frequency': 'f', 'synset': 'crumb.n.03'}, {'name': 'crutch', 'id': 339, 'frequency': 'c', 'synset': 'crutch.n.01'}, {'name': 'cub_(animal)', 'id': 340, 'frequency': 'c', 'synset': 'cub.n.03'}, {'name': 'cube', 'id': 341, 'frequency': 'c', 'synset': 'cube.n.05'}, {'name': 'cucumber', 'id': 342, 'frequency': 'f', 'synset': 'cucumber.n.02'}, {'name': 'cufflink', 'id': 343, 'frequency': 'c', 'synset': 'cufflink.n.01'}, {'name': 'cup', 'id': 344, 'frequency': 'f', 'synset': 'cup.n.01'}, {'name': 'trophy_cup', 'id': 345, 'frequency': 'c', 'synset': 'cup.n.08'}, {'name': 'cupboard', 'id': 346, 'frequency': 'f', 'synset': 'cupboard.n.01'}, {'name': 'cupcake', 'id': 347, 'frequency': 'f', 'synset': 'cupcake.n.01'}, {'name': 'hair_curler', 'id': 348, 'frequency': 'r', 'synset': 'curler.n.01'}, {'name': 'curling_iron', 'id': 349, 'frequency': 'r', 'synset': 'curling_iron.n.01'}, {'name': 'curtain', 'id': 350, 'frequency': 'f', 'synset': 'curtain.n.01'}, {'name': 'cushion', 'id': 351, 'frequency': 'f', 'synset': 'cushion.n.03'}, {'name': 'cylinder', 'id': 352, 'frequency': 'r', 'synset': 'cylinder.n.04'}, {'name': 'cymbal', 'id': 353, 'frequency': 'r', 'synset': 'cymbal.n.01'}, {'name': 'dagger', 'id': 354, 'frequency': 'r', 'synset': 'dagger.n.01'}, {'name': 'dalmatian', 'id': 355, 'frequency': 'r', 'synset': 'dalmatian.n.02'}, {'name': 'dartboard', 'id': 356, 'frequency': 'c', 'synset': 'dartboard.n.01'}, {'name': 'date_(fruit)', 'id': 357, 'frequency': 'r', 'synset': 'date.n.08'}, {'name': 'deck_chair', 'id': 358, 'frequency': 'f', 'synset': 'deck_chair.n.01'}, {'name': 'deer', 'id': 359, 'frequency': 'c', 'synset': 'deer.n.01'}, {'name': 'dental_floss', 'id': 360, 'frequency': 'c', 'synset': 'dental_floss.n.01'}, {'name': 'desk', 'id': 361, 'frequency': 'f', 'synset': 'desk.n.01'}, {'name': 'detergent', 'id': 362, 'frequency': 'r', 'synset': 'detergent.n.01'}, {'name': 'diaper', 'id': 363, 'frequency': 'c', 'synset': 'diaper.n.01'}, {'name': 'diary', 'id': 364, 'frequency': 'r', 'synset': 'diary.n.01'}, {'name': 'die', 'id': 365, 'frequency': 'r', 'synset': 'die.n.01'}, {'name': 'dinghy', 'id': 366, 'frequency': 'r', 'synset': 'dinghy.n.01'}, {'name': 'dining_table', 'id': 367, 'frequency': 'f', 'synset': 'dining_table.n.01'}, {'name': 'tux', 'id': 368, 'frequency': 'r', 'synset': 'dinner_jacket.n.01'}, {'name': 'dish', 'id': 369, 'frequency': 'f', 'synset': 'dish.n.01'}, {'name': 'dish_antenna', 'id': 370, 'frequency': 'c', 'synset': 'dish.n.05'}, {'name': 'dishrag', 'id': 371, 'frequency': 'c', 'synset': 'dishrag.n.01'}, {'name': 'dishtowel', 'id': 372, 'frequency': 'f', 'synset': 'dishtowel.n.01'}, {'name': 'dishwasher', 'id': 373, 'frequency': 'f', 'synset': 'dishwasher.n.01'}, {'name': 'dishwasher_detergent', 'id': 374, 'frequency': 'r', 'synset': 'dishwasher_detergent.n.01'}, {'name': 'dispenser', 'id': 375, 'frequency': 'f', 'synset': 'dispenser.n.01'}, {'name': 'diving_board', 'id': 376, 'frequency': 'r', 'synset': 'diving_board.n.01'}, {'name': 'Dixie_cup', 'id': 377, 'frequency': 'f', 'synset': 'dixie_cup.n.01'}, {'name': 'dog', 'id': 378, 'frequency': 'f', 'synset': 'dog.n.01'}, {'name': 'dog_collar', 'id': 379, 'frequency': 'f', 'synset': 'dog_collar.n.01'}, {'name': 'doll', 'id': 380, 'frequency': 'f', 'synset': 'doll.n.01'}, {'name': 'dollar', 'id': 381, 'frequency': 'r', 'synset': 'dollar.n.02'}, {'name': 'dollhouse', 'id': 382, 'frequency': 'r', 'synset': 'dollhouse.n.01'}, {'name': 'dolphin', 'id': 383, 'frequency': 'c', 'synset': 'dolphin.n.02'}, {'name': 'domestic_ass', 'id': 384, 'frequency': 'c', 'synset': 'domestic_ass.n.01'}, {'name': 'doorknob', 'id': 385, 'frequency': 'f', 'synset': 'doorknob.n.01'}, {'name': 'doormat', 'id': 386, 'frequency': 'c', 'synset': 'doormat.n.02'}, {'name': 'doughnut', 'id': 387, 'frequency': 'f', 'synset': 'doughnut.n.02'}, {'name': 'dove', 'id': 388, 'frequency': 'r', 'synset': 'dove.n.01'}, {'name': 'dragonfly', 'id': 389, 'frequency': 'r', 'synset': 'dragonfly.n.01'}, {'name': 'drawer', 'id': 390, 'frequency': 'f', 'synset': 'drawer.n.01'}, {'name': 'underdrawers', 'id': 391, 'frequency': 'c', 'synset': 'drawers.n.01'}, {'name': 'dress', 'id': 392, 'frequency': 'f', 'synset': 'dress.n.01'}, {'name': 'dress_hat', 'id': 393, 'frequency': 'c', 'synset': 'dress_hat.n.01'}, {'name': 'dress_suit', 'id': 394, 'frequency': 'f', 'synset': 'dress_suit.n.01'}, {'name': 'dresser', 'id': 395, 'frequency': 'f', 'synset': 'dresser.n.05'}, {'name': 'drill', 'id': 396, 'frequency': 'c', 'synset': 'drill.n.01'}, {'name': 'drone', 'id': 397, 'frequency': 'r', 'synset': 'drone.n.04'}, {'name': 'dropper', 'id': 398, 'frequency': 'r', 'synset': 'dropper.n.01'}, {'name': 'drum_(musical_instrument)', 'id': 399, 'frequency': 'c', 'synset': 'drum.n.01'}, {'name': 'drumstick', 'id': 400, 'frequency': 'r', 'synset': 'drumstick.n.02'}, {'name': 'duck', 'id': 401, 'frequency': 'f', 'synset': 'duck.n.01'}, {'name': 'duckling', 'id': 402, 'frequency': 'c', 'synset': 'duckling.n.02'}, {'name': 'duct_tape', 'id': 403, 'frequency': 'c', 'synset': 'duct_tape.n.01'}, {'name': 'duffel_bag', 'id': 404, 'frequency': 'f', 'synset': 'duffel_bag.n.01'}, {'name': 'dumbbell', 'id': 405, 'frequency': 'r', 'synset': 'dumbbell.n.01'}, {'name': 'dumpster', 'id': 406, 'frequency': 'c', 'synset': 'dumpster.n.01'}, {'name': 'dustpan', 'id': 407, 'frequency': 'r', 'synset': 'dustpan.n.02'}, {'name': 'eagle', 'id': 408, 'frequency': 'c', 'synset': 'eagle.n.01'}, {'name': 'earphone', 'id': 409, 'frequency': 'f', 'synset': 'earphone.n.01'}, {'name': 'earplug', 'id': 410, 'frequency': 'r', 'synset': 'earplug.n.01'}, {'name': 'earring', 'id': 411, 'frequency': 'f', 'synset': 'earring.n.01'}, {'name': 'easel', 'id': 412, 'frequency': 'c', 'synset': 'easel.n.01'}, {'name': 'eclair', 'id': 413, 'frequency': 'r', 'synset': 'eclair.n.01'}, {'name': 'eel', 'id': 414, 'frequency': 'r', 'synset': 'eel.n.01'}, {'name': 'egg', 'id': 415, 'frequency': 'f', 'synset': 'egg.n.02'}, {'name': 'egg_roll', 'id': 416, 'frequency': 'r', 'synset': 'egg_roll.n.01'}, {'name': 'egg_yolk', 'id': 417, 'frequency': 'c', 'synset': 'egg_yolk.n.01'}, {'name': 'eggbeater', 'id': 418, 'frequency': 'c', 'synset': 'eggbeater.n.02'}, {'name': 'eggplant', 'id': 419, 'frequency': 'c', 'synset': 'eggplant.n.01'}, {'name': 'electric_chair', 'id': 420, 'frequency': 'r', 'synset': 'electric_chair.n.01'}, {'name': 'refrigerator', 'id': 421, 'frequency': 'f', 'synset': 'electric_refrigerator.n.01'}, {'name': 'elephant', 'id': 422, 'frequency': 'f', 'synset': 'elephant.n.01'}, {'name': 'elk', 'id': 423, 'frequency': 'c', 'synset': 'elk.n.01'}, {'name': 'envelope', 'id': 424, 'frequency': 'c', 'synset': 'envelope.n.01'}, {'name': 'eraser', 'id': 425, 'frequency': 'c', 'synset': 'eraser.n.01'}, {'name': 'escargot', 'id': 426, 'frequency': 'r', 'synset': 'escargot.n.01'}, {'name': 'eyepatch', 'id': 427, 'frequency': 'r', 'synset': 'eyepatch.n.01'}, {'name': 'falcon', 'id': 428, 'frequency': 'r', 'synset': 'falcon.n.01'}, {'name': 'fan', 'id': 429, 'frequency': 'f', 'synset': 'fan.n.01'}, {'name': 'faucet', 'id': 430, 'frequency': 'f', 'synset': 'faucet.n.01'}, {'name': 'fedora', 'id': 431, 'frequency': 'r', 'synset': 'fedora.n.01'}, {'name': 'ferret', 'id': 432, 'frequency': 'r', 'synset': 'ferret.n.02'}, {'name': 'Ferris_wheel', 'id': 433, 'frequency': 'c', 'synset': 'ferris_wheel.n.01'}, {'name': 'ferry', 'id': 434, 'frequency': 'c', 'synset': 'ferry.n.01'}, {'name': 'fig_(fruit)', 'id': 435, 'frequency': 'r', 'synset': 'fig.n.04'}, {'name': 'fighter_jet', 'id': 436, 'frequency': 'c', 'synset': 'fighter.n.02'}, {'name': 'figurine', 'id': 437, 'frequency': 'f', 'synset': 'figurine.n.01'}, {'name': 'file_cabinet', 'id': 438, 'frequency': 'c', 'synset': 'file.n.03'}, {'name': 'file_(tool)', 'id': 439, 'frequency': 'r', 'synset': 'file.n.04'}, {'name': 'fire_alarm', 'id': 440, 'frequency': 'f', 'synset': 'fire_alarm.n.02'}, {'name': 'fire_engine', 'id': 441, 'frequency': 'f', 'synset': 'fire_engine.n.01'}, {'name': 'fire_extinguisher', 'id': 442, 'frequency': 'f', 'synset': 'fire_extinguisher.n.01'}, {'name': 'fire_hose', 'id': 443, 'frequency': 'c', 'synset': 'fire_hose.n.01'}, {'name': 'fireplace', 'id': 444, 'frequency': 'f', 'synset': 'fireplace.n.01'}, {'name': 'fireplug', 'id': 445, 'frequency': 'f', 'synset': 'fireplug.n.01'}, {'name': 'first-aid_kit', 'id': 446, 'frequency': 'r', 'synset': 'first-aid_kit.n.01'}, {'name': 'fish', 'id': 447, 'frequency': 'f', 'synset': 'fish.n.01'}, {'name': 'fish_(food)', 'id': 448, 'frequency': 'c', 'synset': 'fish.n.02'}, {'name': 'fishbowl', 'id': 449, 'frequency': 'r', 'synset': 'fishbowl.n.02'}, {'name': 'fishing_rod', 'id': 450, 'frequency': 'c', 'synset': 'fishing_rod.n.01'}, {'name': 'flag', 'id': 451, 'frequency': 'f', 'synset': 'flag.n.01'}, {'name': 'flagpole', 'id': 452, 'frequency': 'f', 'synset': 'flagpole.n.02'}, {'name': 'flamingo', 'id': 453, 'frequency': 'c', 'synset': 'flamingo.n.01'}, {'name': 'flannel', 'id': 454, 'frequency': 'c', 'synset': 'flannel.n.01'}, {'name': 'flap', 'id': 455, 'frequency': 'c', 'synset': 'flap.n.01'}, {'name': 'flash', 'id': 456, 'frequency': 'r', 'synset': 'flash.n.10'}, {'name': 'flashlight', 'id': 457, 'frequency': 'c', 'synset': 'flashlight.n.01'}, {'name': 'fleece', 'id': 458, 'frequency': 'r', 'synset': 'fleece.n.03'}, {'name': 'flip-flop_(sandal)', 'id': 459, 'frequency': 'f', 'synset': 'flip-flop.n.02'}, {'name': 'flipper_(footwear)', 'id': 460, 'frequency': 'c', 'synset': 'flipper.n.01'}, {'name': 'flower_arrangement', 'id': 461, 'frequency': 'f', 'synset': 'flower_arrangement.n.01'}, {'name': 'flute_glass', 'id': 462, 'frequency': 'c', 'synset': 'flute.n.02'}, {'name': 'foal', 'id': 463, 'frequency': 'c', 'synset': 'foal.n.01'}, {'name': 'folding_chair', 'id': 464, 'frequency': 'c', 'synset': 'folding_chair.n.01'}, {'name': 'food_processor', 'id': 465, 'frequency': 'c', 'synset': 'food_processor.n.01'}, {'name': 'football_(American)', 'id': 466, 'frequency': 'c', 'synset': 'football.n.02'}, {'name': 'football_helmet', 'id': 467, 'frequency': 'r', 'synset': 'football_helmet.n.01'}, {'name': 'footstool', 'id': 468, 'frequency': 'c', 'synset': 'footstool.n.01'}, {'name': 'fork', 'id': 469, 'frequency': 'f', 'synset': 'fork.n.01'}, {'name': 'forklift', 'id': 470, 'frequency': 'c', 'synset': 'forklift.n.01'}, {'name': 'freight_car', 'id': 471, 'frequency': 'c', 'synset': 'freight_car.n.01'}, {'name': 'French_toast', 'id': 472, 'frequency': 'c', 'synset': 'french_toast.n.01'}, {'name': 'freshener', 'id': 473, 'frequency': 'c', 'synset': 'freshener.n.01'}, {'name': 'frisbee', 'id': 474, 'frequency': 'f', 'synset': 'frisbee.n.01'}, {'name': 'frog', 'id': 475, 'frequency': 'c', 'synset': 'frog.n.01'}, {'name': 'fruit_juice', 'id': 476, 'frequency': 'c', 'synset': 'fruit_juice.n.01'}, {'name': 'frying_pan', 'id': 477, 'frequency': 'f', 'synset': 'frying_pan.n.01'}, {'name': 'fudge', 'id': 478, 'frequency': 'r', 'synset': 'fudge.n.01'}, {'name': 'funnel', 'id': 479, 'frequency': 'r', 'synset': 'funnel.n.02'}, {'name': 'futon', 'id': 480, 'frequency': 'r', 'synset': 'futon.n.01'}, {'name': 'gag', 'id': 481, 'frequency': 'r', 'synset': 'gag.n.02'}, {'name': 'garbage', 'id': 482, 'frequency': 'r', 'synset': 'garbage.n.03'}, {'name': 'garbage_truck', 'id': 483, 'frequency': 'c', 'synset': 'garbage_truck.n.01'}, {'name': 'garden_hose', 'id': 484, 'frequency': 'c', 'synset': 'garden_hose.n.01'}, {'name': 'gargle', 'id': 485, 'frequency': 'c', 'synset': 'gargle.n.01'}, {'name': 'gargoyle', 'id': 486, 'frequency': 'r', 'synset': 'gargoyle.n.02'}, {'name': 'garlic', 'id': 487, 'frequency': 'c', 'synset': 'garlic.n.02'}, {'name': 'gasmask', 'id': 488, 'frequency': 'r', 'synset': 'gasmask.n.01'}, {'name': 'gazelle', 'id': 489, 'frequency': 'c', 'synset': 'gazelle.n.01'}, {'name': 'gelatin', 'id': 490, 'frequency': 'c', 'synset': 'gelatin.n.02'}, {'name': 'gemstone', 'id': 491, 'frequency': 'r', 'synset': 'gem.n.02'}, {'name': 'generator', 'id': 492, 'frequency': 'r', 'synset': 'generator.n.02'}, {'name': 'giant_panda', 'id': 493, 'frequency': 'c', 'synset': 'giant_panda.n.01'}, {'name': 'gift_wrap', 'id': 494, 'frequency': 'c', 'synset': 'gift_wrap.n.01'}, {'name': 'ginger', 'id': 495, 'frequency': 'c', 'synset': 'ginger.n.03'}, {'name': 'giraffe', 'id': 496, 'frequency': 'f', 'synset': 'giraffe.n.01'}, {'name': 'cincture', 'id': 497, 'frequency': 'c', 'synset': 'girdle.n.02'}, {'name': 'glass_(drink_container)', 'id': 498, 'frequency': 'f', 'synset': 'glass.n.02'}, {'name': 'globe', 'id': 499, 'frequency': 'c', 'synset': 'globe.n.03'}, {'name': 'glove', 'id': 500, 'frequency': 'f', 'synset': 'glove.n.02'}, {'name': 'goat', 'id': 501, 'frequency': 'c', 'synset': 'goat.n.01'}, {'name': 'goggles', 'id': 502, 'frequency': 'f', 'synset': 'goggles.n.01'}, {'name': 'goldfish', 'id': 503, 'frequency': 'r', 'synset': 'goldfish.n.01'}, {'name': 'golf_club', 'id': 504, 'frequency': 'c', 'synset': 'golf_club.n.02'}, {'name': 'golfcart', 'id': 505, 'frequency': 'c', 'synset': 'golfcart.n.01'}, {'name': 'gondola_(boat)', 'id': 506, 'frequency': 'r', 'synset': 'gondola.n.02'}, {'name': 'goose', 'id': 507, 'frequency': 'c', 'synset': 'goose.n.01'}, {'name': 'gorilla', 'id': 508, 'frequency': 'r', 'synset': 'gorilla.n.01'}, {'name': 'gourd', 'id': 509, 'frequency': 'r', 'synset': 'gourd.n.02'}, {'name': 'grape', 'id': 510, 'frequency': 'f', 'synset': 'grape.n.01'}, {'name': 'grater', 'id': 511, 'frequency': 'c', 'synset': 'grater.n.01'}, {'name': 'gravestone', 'id': 512, 'frequency': 'c', 'synset': 'gravestone.n.01'}, {'name': 'gravy_boat', 'id': 513, 'frequency': 'r', 'synset': 'gravy_boat.n.01'}, {'name': 'green_bean', 'id': 514, 'frequency': 'f', 'synset': 'green_bean.n.02'}, {'name': 'green_onion', 'id': 515, 'frequency': 'f', 'synset': 'green_onion.n.01'}, {'name': 'griddle', 'id': 516, 'frequency': 'r', 'synset': 'griddle.n.01'}, {'name': 'grill', 'id': 517, 'frequency': 'f', 'synset': 'grill.n.02'}, {'name': 'grits', 'id': 518, 'frequency': 'r', 'synset': 'grits.n.01'}, {'name': 'grizzly', 'id': 519, 'frequency': 'c', 'synset': 'grizzly.n.01'}, {'name': 'grocery_bag', 'id': 520, 'frequency': 'c', 'synset': 'grocery_bag.n.01'}, {'name': 'guitar', 'id': 521, 'frequency': 'f', 'synset': 'guitar.n.01'}, {'name': 'gull', 'id': 522, 'frequency': 'c', 'synset': 'gull.n.02'}, {'name': 'gun', 'id': 523, 'frequency': 'c', 'synset': 'gun.n.01'}, {'name': 'hairbrush', 'id': 524, 'frequency': 'f', 'synset': 'hairbrush.n.01'}, {'name': 'hairnet', 'id': 525, 'frequency': 'c', 'synset': 'hairnet.n.01'}, {'name': 'hairpin', 'id': 526, 'frequency': 'c', 'synset': 'hairpin.n.01'}, {'name': 'halter_top', 'id': 527, 'frequency': 'r', 'synset': 'halter.n.03'}, {'name': 'ham', 'id': 528, 'frequency': 'f', 'synset': 'ham.n.01'}, {'name': 'hamburger', 'id': 529, 'frequency': 'c', 'synset': 'hamburger.n.01'}, {'name': 'hammer', 'id': 530, 'frequency': 'c', 'synset': 'hammer.n.02'}, {'name': 'hammock', 'id': 531, 'frequency': 'c', 'synset': 'hammock.n.02'}, {'name': 'hamper', 'id': 532, 'frequency': 'r', 'synset': 'hamper.n.02'}, {'name': 'hamster', 'id': 533, 'frequency': 'c', 'synset': 'hamster.n.01'}, {'name': 'hair_dryer', 'id': 534, 'frequency': 'f', 'synset': 'hand_blower.n.01'}, {'name': 'hand_glass', 'id': 535, 'frequency': 'r', 'synset': 'hand_glass.n.01'}, {'name': 'hand_towel', 'id': 536, 'frequency': 'f', 'synset': 'hand_towel.n.01'}, {'name': 'handcart', 'id': 537, 'frequency': 'c', 'synset': 'handcart.n.01'}, {'name': 'handcuff', 'id': 538, 'frequency': 'r', 'synset': 'handcuff.n.01'}, {'name': 'handkerchief', 'id': 539, 'frequency': 'c', 'synset': 'handkerchief.n.01'}, {'name': 'handle', 'id': 540, 'frequency': 'f', 'synset': 'handle.n.01'}, {'name': 'handsaw', 'id': 541, 'frequency': 'r', 'synset': 'handsaw.n.01'}, {'name': 'hardback_book', 'id': 542, 'frequency': 'r', 'synset': 'hardback.n.01'}, {'name': 'harmonium', 'id': 543, 'frequency': 'r', 'synset': 'harmonium.n.01'}, {'name': 'hat', 'id': 544, 'frequency': 'f', 'synset': 'hat.n.01'}, {'name': 'hatbox', 'id': 545, 'frequency': 'r', 'synset': 'hatbox.n.01'}, {'name': 'veil', 'id': 546, 'frequency': 'c', 'synset': 'head_covering.n.01'}, {'name': 'headband', 'id': 547, 'frequency': 'f', 'synset': 'headband.n.01'}, {'name': 'headboard', 'id': 548, 'frequency': 'f', 'synset': 'headboard.n.01'}, {'name': 'headlight', 'id': 549, 'frequency': 'f', 'synset': 'headlight.n.01'}, {'name': 'headscarf', 'id': 550, 'frequency': 'c', 'synset': 'headscarf.n.01'}, {'name': 'headset', 'id': 551, 'frequency': 'r', 'synset': 'headset.n.01'}, {'name': 'headstall_(for_horses)', 'id': 552, 'frequency': 'c', 'synset': 'headstall.n.01'}, {'name': 'heart', 'id': 553, 'frequency': 'c', 'synset': 'heart.n.02'}, {'name': 'heater', 'id': 554, 'frequency': 'c', 'synset': 'heater.n.01'}, {'name': 'helicopter', 'id': 555, 'frequency': 'c', 'synset': 'helicopter.n.01'}, {'name': 'helmet', 'id': 556, 'frequency': 'f', 'synset': 'helmet.n.02'}, {'name': 'heron', 'id': 557, 'frequency': 'r', 'synset': 'heron.n.02'}, {'name': 'highchair', 'id': 558, 'frequency': 'c', 'synset': 'highchair.n.01'}, {'name': 'hinge', 'id': 559, 'frequency': 'f', 'synset': 'hinge.n.01'}, {'name': 'hippopotamus', 'id': 560, 'frequency': 'r', 'synset': 'hippopotamus.n.01'}, {'name': 'hockey_stick', 'id': 561, 'frequency': 'r', 'synset': 'hockey_stick.n.01'}, {'name': 'hog', 'id': 562, 'frequency': 'c', 'synset': 'hog.n.03'}, {'name': 'home_plate_(baseball)', 'id': 563, 'frequency': 'f', 'synset': 'home_plate.n.01'}, {'name': 'honey', 'id': 564, 'frequency': 'c', 'synset': 'honey.n.01'}, {'name': 'fume_hood', 'id': 565, 'frequency': 'f', 'synset': 'hood.n.06'}, {'name': 'hook', 'id': 566, 'frequency': 'f', 'synset': 'hook.n.05'}, {'name': 'hookah', 'id': 567, 'frequency': 'r', 'synset': 'hookah.n.01'}, {'name': 'hornet', 'id': 568, 'frequency': 'r', 'synset': 'hornet.n.01'}, {'name': 'horse', 'id': 569, 'frequency': 'f', 'synset': 'horse.n.01'}, {'name': 'hose', 'id': 570, 'frequency': 'f', 'synset': 'hose.n.03'}, {'name': 'hot-air_balloon', 'id': 571, 'frequency': 'r', 'synset': 'hot-air_balloon.n.01'}, {'name': 'hotplate', 'id': 572, 'frequency': 'r', 'synset': 'hot_plate.n.01'}, {'name': 'hot_sauce', 'id': 573, 'frequency': 'c', 'synset': 'hot_sauce.n.01'}, {'name': 'hourglass', 'id': 574, 'frequency': 'r', 'synset': 'hourglass.n.01'}, {'name': 'houseboat', 'id': 575, 'frequency': 'r', 'synset': 'houseboat.n.01'}, {'name': 'hummingbird', 'id': 576, 'frequency': 'c', 'synset': 'hummingbird.n.01'}, {'name': 'hummus', 'id': 577, 'frequency': 'r', 'synset': 'hummus.n.01'}, {'name': 'polar_bear', 'id': 578, 'frequency': 'f', 'synset': 'ice_bear.n.01'}, {'name': 'icecream', 'id': 579, 'frequency': 'c', 'synset': 'ice_cream.n.01'}, {'name': 'popsicle', 'id': 580, 'frequency': 'r', 'synset': 'ice_lolly.n.01'}, {'name': 'ice_maker', 'id': 581, 'frequency': 'c', 'synset': 'ice_maker.n.01'}, {'name': 'ice_pack', 'id': 582, 'frequency': 'r', 'synset': 'ice_pack.n.01'}, {'name': 'ice_skate', 'id': 583, 'frequency': 'r', 'synset': 'ice_skate.n.01'}, {'name': 'igniter', 'id': 584, 'frequency': 'c', 'synset': 'igniter.n.01'}, {'name': 'inhaler', 'id': 585, 'frequency': 'r', 'synset': 'inhaler.n.01'}, {'name': 'iPod', 'id': 586, 'frequency': 'f', 'synset': 'ipod.n.01'}, {'name': 'iron_(for_clothing)', 'id': 587, 'frequency': 'c', 'synset': 'iron.n.04'}, {'name': 'ironing_board', 'id': 588, 'frequency': 'c', 'synset': 'ironing_board.n.01'}, {'name': 'jacket', 'id': 589, 'frequency': 'f', 'synset': 'jacket.n.01'}, {'name': 'jam', 'id': 590, 'frequency': 'c', 'synset': 'jam.n.01'}, {'name': 'jar', 'id': 591, 'frequency': 'f', 'synset': 'jar.n.01'}, {'name': 'jean', 'id': 592, 'frequency': 'f', 'synset': 'jean.n.01'}, {'name': 'jeep', 'id': 593, 'frequency': 'c', 'synset': 'jeep.n.01'}, {'name': 'jelly_bean', 'id': 594, 'frequency': 'r', 'synset': 'jelly_bean.n.01'}, {'name': 'jersey', 'id': 595, 'frequency': 'f', 'synset': 'jersey.n.03'}, {'name': 'jet_plane', 'id': 596, 'frequency': 'c', 'synset': 'jet.n.01'}, {'name': 'jewel', 'id': 597, 'frequency': 'r', 'synset': 'jewel.n.01'}, {'name': 'jewelry', 'id': 598, 'frequency': 'c', 'synset': 'jewelry.n.01'}, {'name': 'joystick', 'id': 599, 'frequency': 'r', 'synset': 'joystick.n.02'}, {'name': 'jumpsuit', 'id': 600, 'frequency': 'c', 'synset': 'jump_suit.n.01'}, {'name': 'kayak', 'id': 601, 'frequency': 'c', 'synset': 'kayak.n.01'}, {'name': 'keg', 'id': 602, 'frequency': 'r', 'synset': 'keg.n.02'}, {'name': 'kennel', 'id': 603, 'frequency': 'r', 'synset': 'kennel.n.01'}, {'name': 'kettle', 'id': 604, 'frequency': 'c', 'synset': 'kettle.n.01'}, {'name': 'key', 'id': 605, 'frequency': 'f', 'synset': 'key.n.01'}, {'name': 'keycard', 'id': 606, 'frequency': 'r', 'synset': 'keycard.n.01'}, {'name': 'kilt', 'id': 607, 'frequency': 'c', 'synset': 'kilt.n.01'}, {'name': 'kimono', 'id': 608, 'frequency': 'c', 'synset': 'kimono.n.01'}, {'name': 'kitchen_sink', 'id': 609, 'frequency': 'f', 'synset': 'kitchen_sink.n.01'}, {'name': 'kitchen_table', 'id': 610, 'frequency': 'r', 'synset': 'kitchen_table.n.01'}, {'name': 'kite', 'id': 611, 'frequency': 'f', 'synset': 'kite.n.03'}, {'name': 'kitten', 'id': 612, 'frequency': 'c', 'synset': 'kitten.n.01'}, {'name': 'kiwi_fruit', 'id': 613, 'frequency': 'c', 'synset': 'kiwi.n.03'}, {'name': 'knee_pad', 'id': 614, 'frequency': 'f', 'synset': 'knee_pad.n.01'}, {'name': 'knife', 'id': 615, 'frequency': 'f', 'synset': 'knife.n.01'}, {'name': 'knitting_needle', 'id': 616, 'frequency': 'r', 'synset': 'knitting_needle.n.01'}, {'name': 'knob', 'id': 617, 'frequency': 'f', 'synset': 'knob.n.02'}, {'name': 'knocker_(on_a_door)', 'id': 618, 'frequency': 'r', 'synset': 'knocker.n.05'}, {'name': 'koala', 'id': 619, 'frequency': 'r', 'synset': 'koala.n.01'}, {'name': 'lab_coat', 'id': 620, 'frequency': 'r', 'synset': 'lab_coat.n.01'}, {'name': 'ladder', 'id': 621, 'frequency': 'f', 'synset': 'ladder.n.01'}, {'name': 'ladle', 'id': 622, 'frequency': 'c', 'synset': 'ladle.n.01'}, {'name': 'ladybug', 'id': 623, 'frequency': 'c', 'synset': 'ladybug.n.01'}, {'name': 'lamb_(animal)', 'id': 624, 'frequency': 'f', 'synset': 'lamb.n.01'}, {'name': 'lamb-chop', 'id': 625, 'frequency': 'r', 'synset': 'lamb_chop.n.01'}, {'name': 'lamp', 'id': 626, 'frequency': 'f', 'synset': 'lamp.n.02'}, {'name': 'lamppost', 'id': 627, 'frequency': 'f', 'synset': 'lamppost.n.01'}, {'name': 'lampshade', 'id': 628, 'frequency': 'f', 'synset': 'lampshade.n.01'}, {'name': 'lantern', 'id': 629, 'frequency': 'c', 'synset': 'lantern.n.01'}, {'name': 'lanyard', 'id': 630, 'frequency': 'f', 'synset': 'lanyard.n.02'}, {'name': 'laptop_computer', 'id': 631, 'frequency': 'f', 'synset': 'laptop.n.01'}, {'name': 'lasagna', 'id': 632, 'frequency': 'r', 'synset': 'lasagna.n.01'}, {'name': 'latch', 'id': 633, 'frequency': 'f', 'synset': 'latch.n.02'}, {'name': 'lawn_mower', 'id': 634, 'frequency': 'r', 'synset': 'lawn_mower.n.01'}, {'name': 'leather', 'id': 635, 'frequency': 'r', 'synset': 'leather.n.01'}, {'name': 'legging_(clothing)', 'id': 636, 'frequency': 'c', 'synset': 'legging.n.01'}, {'name': 'Lego', 'id': 637, 'frequency': 'c', 'synset': 'lego.n.01'}, {'name': 'legume', 'id': 638, 'frequency': 'r', 'synset': 'legume.n.02'}, {'name': 'lemon', 'id': 639, 'frequency': 'f', 'synset': 'lemon.n.01'}, {'name': 'lemonade', 'id': 640, 'frequency': 'r', 'synset': 'lemonade.n.01'}, {'name': 'lettuce', 'id': 641, 'frequency': 'f', 'synset': 'lettuce.n.02'}, {'name': 'license_plate', 'id': 642, 'frequency': 'f', 'synset': 'license_plate.n.01'}, {'name': 'life_buoy', 'id': 643, 'frequency': 'f', 'synset': 'life_buoy.n.01'}, {'name': 'life_jacket', 'id': 644, 'frequency': 'f', 'synset': 'life_jacket.n.01'}, {'name': 'lightbulb', 'id': 645, 'frequency': 'f', 'synset': 'light_bulb.n.01'}, {'name': 'lightning_rod', 'id': 646, 'frequency': 'r', 'synset': 'lightning_rod.n.02'}, {'name': 'lime', 'id': 647, 'frequency': 'f', 'synset': 'lime.n.06'}, {'name': 'limousine', 'id': 648, 'frequency': 'r', 'synset': 'limousine.n.01'}, {'name': 'lion', 'id': 649, 'frequency': 'c', 'synset': 'lion.n.01'}, {'name': 'lip_balm', 'id': 650, 'frequency': 'c', 'synset': 'lip_balm.n.01'}, {'name': 'liquor', 'id': 651, 'frequency': 'r', 'synset': 'liquor.n.01'}, {'name': 'lizard', 'id': 652, 'frequency': 'c', 'synset': 'lizard.n.01'}, {'name': 'log', 'id': 653, 'frequency': 'f', 'synset': 'log.n.01'}, {'name': 'lollipop', 'id': 654, 'frequency': 'c', 'synset': 'lollipop.n.02'}, {'name': 'speaker_(stero_equipment)', 'id': 655, 'frequency': 'f', 'synset': 'loudspeaker.n.01'}, {'name': 'loveseat', 'id': 656, 'frequency': 'c', 'synset': 'love_seat.n.01'}, {'name': 'machine_gun', 'id': 657, 'frequency': 'r', 'synset': 'machine_gun.n.01'}, {'name': 'magazine', 'id': 658, 'frequency': 'f', 'synset': 'magazine.n.02'}, {'name': 'magnet', 'id': 659, 'frequency': 'f', 'synset': 'magnet.n.01'}, {'name': 'mail_slot', 'id': 660, 'frequency': 'c', 'synset': 'mail_slot.n.01'}, {'name': 'mailbox_(at_home)', 'id': 661, 'frequency': 'f', 'synset': 'mailbox.n.01'}, {'name': 'mallard', 'id': 662, 'frequency': 'r', 'synset': 'mallard.n.01'}, {'name': 'mallet', 'id': 663, 'frequency': 'r', 'synset': 'mallet.n.01'}, {'name': 'mammoth', 'id': 664, 'frequency': 'r', 'synset': 'mammoth.n.01'}, {'name': 'manatee', 'id': 665, 'frequency': 'r', 'synset': 'manatee.n.01'}, {'name': 'mandarin_orange', 'id': 666, 'frequency': 'c', 'synset': 'mandarin.n.05'}, {'name': 'manger', 'id': 667, 'frequency': 'c', 'synset': 'manger.n.01'}, {'name': 'manhole', 'id': 668, 'frequency': 'f', 'synset': 'manhole.n.01'}, {'name': 'map', 'id': 669, 'frequency': 'f', 'synset': 'map.n.01'}, {'name': 'marker', 'id': 670, 'frequency': 'f', 'synset': 'marker.n.03'}, {'name': 'martini', 'id': 671, 'frequency': 'r', 'synset': 'martini.n.01'}, {'name': 'mascot', 'id': 672, 'frequency': 'r', 'synset': 'mascot.n.01'}, {'name': 'mashed_potato', 'id': 673, 'frequency': 'c', 'synset': 'mashed_potato.n.01'}, {'name': 'masher', 'id': 674, 'frequency': 'r', 'synset': 'masher.n.02'}, {'name': 'mask', 'id': 675, 'frequency': 'f', 'synset': 'mask.n.04'}, {'name': 'mast', 'id': 676, 'frequency': 'f', 'synset': 'mast.n.01'}, {'name': 'mat_(gym_equipment)', 'id': 677, 'frequency': 'c', 'synset': 'mat.n.03'}, {'name': 'matchbox', 'id': 678, 'frequency': 'r', 'synset': 'matchbox.n.01'}, {'name': 'mattress', 'id': 679, 'frequency': 'f', 'synset': 'mattress.n.01'}, {'name': 'measuring_cup', 'id': 680, 'frequency': 'c', 'synset': 'measuring_cup.n.01'}, {'name': 'measuring_stick', 'id': 681, 'frequency': 'c', 'synset': 'measuring_stick.n.01'}, {'name': 'meatball', 'id': 682, 'frequency': 'c', 'synset': 'meatball.n.01'}, {'name': 'medicine', 'id': 683, 'frequency': 'c', 'synset': 'medicine.n.02'}, {'name': 'melon', 'id': 684, 'frequency': 'c', 'synset': 'melon.n.01'}, {'name': 'microphone', 'id': 685, 'frequency': 'f', 'synset': 'microphone.n.01'}, {'name': 'microscope', 'id': 686, 'frequency': 'r', 'synset': 'microscope.n.01'}, {'name': 'microwave_oven', 'id': 687, 'frequency': 'f', 'synset': 'microwave.n.02'}, {'name': 'milestone', 'id': 688, 'frequency': 'r', 'synset': 'milestone.n.01'}, {'name': 'milk', 'id': 689, 'frequency': 'f', 'synset': 'milk.n.01'}, {'name': 'milk_can', 'id': 690, 'frequency': 'r', 'synset': 'milk_can.n.01'}, {'name': 'milkshake', 'id': 691, 'frequency': 'r', 'synset': 'milkshake.n.01'}, {'name': 'minivan', 'id': 692, 'frequency': 'f', 'synset': 'minivan.n.01'}, {'name': 'mint_candy', 'id': 693, 'frequency': 'r', 'synset': 'mint.n.05'}, {'name': 'mirror', 'id': 694, 'frequency': 'f', 'synset': 'mirror.n.01'}, {'name': 'mitten', 'id': 695, 'frequency': 'c', 'synset': 'mitten.n.01'}, {'name': 'mixer_(kitchen_tool)', 'id': 696, 'frequency': 'c', 'synset': 'mixer.n.04'}, {'name': 'money', 'id': 697, 'frequency': 'c', 'synset': 'money.n.03'}, {'name': 'monitor_(computer_equipment) computer_monitor', 'id': 698, 'frequency': 'f', 'synset': 'monitor.n.04'}, {'name': 'monkey', 'id': 699, 'frequency': 'c', 'synset': 'monkey.n.01'}, {'name': 'motor', 'id': 700, 'frequency': 'f', 'synset': 'motor.n.01'}, {'name': 'motor_scooter', 'id': 701, 'frequency': 'f', 'synset': 'motor_scooter.n.01'}, {'name': 'motor_vehicle', 'id': 702, 'frequency': 'r', 'synset': 'motor_vehicle.n.01'}, {'name': 'motorcycle', 'id': 703, 'frequency': 'f', 'synset': 'motorcycle.n.01'}, {'name': 'mound_(baseball)', 'id': 704, 'frequency': 'f', 'synset': 'mound.n.01'}, {'name': 'mouse_(computer_equipment)', 'id': 705, 'frequency': 'f', 'synset': 'mouse.n.04'}, {'name': 'mousepad', 'id': 706, 'frequency': 'f', 'synset': 'mousepad.n.01'}, {'name': 'muffin', 'id': 707, 'frequency': 'c', 'synset': 'muffin.n.01'}, {'name': 'mug', 'id': 708, 'frequency': 'f', 'synset': 'mug.n.04'}, {'name': 'mushroom', 'id': 709, 'frequency': 'f', 'synset': 'mushroom.n.02'}, {'name': 'music_stool', 'id': 710, 'frequency': 'r', 'synset': 'music_stool.n.01'}, {'name': 'musical_instrument', 'id': 711, 'frequency': 'c', 'synset': 'musical_instrument.n.01'}, {'name': 'nailfile', 'id': 712, 'frequency': 'r', 'synset': 'nailfile.n.01'}, {'name': 'napkin', 'id': 713, 'frequency': 'f', 'synset': 'napkin.n.01'}, {'name': 'neckerchief', 'id': 714, 'frequency': 'r', 'synset': 'neckerchief.n.01'}, {'name': 'necklace', 'id': 715, 'frequency': 'f', 'synset': 'necklace.n.01'}, {'name': 'necktie', 'id': 716, 'frequency': 'f', 'synset': 'necktie.n.01'}, {'name': 'needle', 'id': 717, 'frequency': 'c', 'synset': 'needle.n.03'}, {'name': 'nest', 'id': 718, 'frequency': 'c', 'synset': 'nest.n.01'}, {'name': 'newspaper', 'id': 719, 'frequency': 'f', 'synset': 'newspaper.n.01'}, {'name': 'newsstand', 'id': 720, 'frequency': 'c', 'synset': 'newsstand.n.01'}, {'name': 'nightshirt', 'id': 721, 'frequency': 'c', 'synset': 'nightwear.n.01'}, {'name': 'nosebag_(for_animals)', 'id': 722, 'frequency': 'r', 'synset': 'nosebag.n.01'}, {'name': 'noseband_(for_animals)', 'id': 723, 'frequency': 'c', 'synset': 'noseband.n.01'}, {'name': 'notebook', 'id': 724, 'frequency': 'f', 'synset': 'notebook.n.01'}, {'name': 'notepad', 'id': 725, 'frequency': 'c', 'synset': 'notepad.n.01'}, {'name': 'nut', 'id': 726, 'frequency': 'f', 'synset': 'nut.n.03'}, {'name': 'nutcracker', 'id': 727, 'frequency': 'r', 'synset': 'nutcracker.n.01'}, {'name': 'oar', 'id': 728, 'frequency': 'f', 'synset': 'oar.n.01'}, {'name': 'octopus_(food)', 'id': 729, 'frequency': 'r', 'synset': 'octopus.n.01'}, {'name': 'octopus_(animal)', 'id': 730, 'frequency': 'r', 'synset': 'octopus.n.02'}, {'name': 'oil_lamp', 'id': 731, 'frequency': 'c', 'synset': 'oil_lamp.n.01'}, {'name': 'olive_oil', 'id': 732, 'frequency': 'c', 'synset': 'olive_oil.n.01'}, {'name': 'omelet', 'id': 733, 'frequency': 'r', 'synset': 'omelet.n.01'}, {'name': 'onion', 'id': 734, 'frequency': 'f', 'synset': 'onion.n.01'}, {'name': 'orange_(fruit)', 'id': 735, 'frequency': 'f', 'synset': 'orange.n.01'}, {'name': 'orange_juice', 'id': 736, 'frequency': 'c', 'synset': 'orange_juice.n.01'}, {'name': 'ostrich', 'id': 737, 'frequency': 'c', 'synset': 'ostrich.n.02'}, {'name': 'ottoman', 'id': 738, 'frequency': 'f', 'synset': 'ottoman.n.03'}, {'name': 'oven', 'id': 739, 'frequency': 'f', 'synset': 'oven.n.01'}, {'name': 'overalls_(clothing)', 'id': 740, 'frequency': 'c', 'synset': 'overall.n.01'}, {'name': 'owl', 'id': 741, 'frequency': 'c', 'synset': 'owl.n.01'}, {'name': 'packet', 'id': 742, 'frequency': 'c', 'synset': 'packet.n.03'}, {'name': 'inkpad', 'id': 743, 'frequency': 'r', 'synset': 'pad.n.03'}, {'name': 'pad', 'id': 744, 'frequency': 'c', 'synset': 'pad.n.04'}, {'name': 'paddle', 'id': 745, 'frequency': 'f', 'synset': 'paddle.n.04'}, {'name': 'padlock', 'id': 746, 'frequency': 'c', 'synset': 'padlock.n.01'}, {'name': 'paintbrush', 'id': 747, 'frequency': 'c', 'synset': 'paintbrush.n.01'}, {'name': 'painting', 'id': 748, 'frequency': 'f', 'synset': 'painting.n.01'}, {'name': 'pajamas', 'id': 749, 'frequency': 'f', 'synset': 'pajama.n.02'}, {'name': 'palette', 'id': 750, 'frequency': 'c', 'synset': 'palette.n.02'}, {'name': 'pan_(for_cooking)', 'id': 751, 'frequency': 'f', 'synset': 'pan.n.01'}, {'name': 'pan_(metal_container)', 'id': 752, 'frequency': 'r', 'synset': 'pan.n.03'}, {'name': 'pancake', 'id': 753, 'frequency': 'c', 'synset': 'pancake.n.01'}, {'name': 'pantyhose', 'id': 754, 'frequency': 'r', 'synset': 'pantyhose.n.01'}, {'name': 'papaya', 'id': 755, 'frequency': 'r', 'synset': 'papaya.n.02'}, {'name': 'paper_plate', 'id': 756, 'frequency': 'f', 'synset': 'paper_plate.n.01'}, {'name': 'paper_towel', 'id': 757, 'frequency': 'f', 'synset': 'paper_towel.n.01'}, {'name': 'paperback_book', 'id': 758, 'frequency': 'r', 'synset': 'paperback_book.n.01'}, {'name': 'paperweight', 'id': 759, 'frequency': 'r', 'synset': 'paperweight.n.01'}, {'name': 'parachute', 'id': 760, 'frequency': 'c', 'synset': 'parachute.n.01'}, {'name': 'parakeet', 'id': 761, 'frequency': 'c', 'synset': 'parakeet.n.01'}, {'name': 'parasail_(sports)', 'id': 762, 'frequency': 'c', 'synset': 'parasail.n.01'}, {'name': 'parasol', 'id': 763, 'frequency': 'c', 'synset': 'parasol.n.01'}, {'name': 'parchment', 'id': 764, 'frequency': 'r', 'synset': 'parchment.n.01'}, {'name': 'parka', 'id': 765, 'frequency': 'c', 'synset': 'parka.n.01'}, {'name': 'parking_meter', 'id': 766, 'frequency': 'f', 'synset': 'parking_meter.n.01'}, {'name': 'parrot', 'id': 767, 'frequency': 'c', 'synset': 'parrot.n.01'}, {'name': 'passenger_car_(part_of_a_train)', 'id': 768, 'frequency': 'c', 'synset': 'passenger_car.n.01'}, {'name': 'passenger_ship', 'id': 769, 'frequency': 'r', 'synset': 'passenger_ship.n.01'}, {'name': 'passport', 'id': 770, 'frequency': 'c', 'synset': 'passport.n.02'}, {'name': 'pastry', 'id': 771, 'frequency': 'f', 'synset': 'pastry.n.02'}, {'name': 'patty_(food)', 'id': 772, 'frequency': 'r', 'synset': 'patty.n.01'}, {'name': 'pea_(food)', 'id': 773, 'frequency': 'c', 'synset': 'pea.n.01'}, {'name': 'peach', 'id': 774, 'frequency': 'c', 'synset': 'peach.n.03'}, {'name': 'peanut_butter', 'id': 775, 'frequency': 'c', 'synset': 'peanut_butter.n.01'}, {'name': 'pear', 'id': 776, 'frequency': 'f', 'synset': 'pear.n.01'}, {'name': 'peeler_(tool_for_fruit_and_vegetables)', 'id': 777, 'frequency': 'c', 'synset': 'peeler.n.03'}, {'name': 'wooden_leg', 'id': 778, 'frequency': 'r', 'synset': 'peg.n.04'}, {'name': 'pegboard', 'id': 779, 'frequency': 'r', 'synset': 'pegboard.n.01'}, {'name': 'pelican', 'id': 780, 'frequency': 'c', 'synset': 'pelican.n.01'}, {'name': 'pen', 'id': 781, 'frequency': 'f', 'synset': 'pen.n.01'}, {'name': 'pencil', 'id': 782, 'frequency': 'f', 'synset': 'pencil.n.01'}, {'name': 'pencil_box', 'id': 783, 'frequency': 'r', 'synset': 'pencil_box.n.01'}, {'name': 'pencil_sharpener', 'id': 784, 'frequency': 'r', 'synset': 'pencil_sharpener.n.01'}, {'name': 'pendulum', 'id': 785, 'frequency': 'r', 'synset': 'pendulum.n.01'}, {'name': 'penguin', 'id': 786, 'frequency': 'c', 'synset': 'penguin.n.01'}, {'name': 'pennant', 'id': 787, 'frequency': 'r', 'synset': 'pennant.n.02'}, {'name': 'penny_(coin)', 'id': 788, 'frequency': 'r', 'synset': 'penny.n.02'}, {'name': 'pepper', 'id': 789, 'frequency': 'f', 'synset': 'pepper.n.03'}, {'name': 'pepper_mill', 'id': 790, 'frequency': 'c', 'synset': 'pepper_mill.n.01'}, {'name': 'perfume', 'id': 791, 'frequency': 'c', 'synset': 'perfume.n.02'}, {'name': 'persimmon', 'id': 792, 'frequency': 'r', 'synset': 'persimmon.n.02'}, {'name': 'person', 'id': 793, 'frequency': 'f', 'synset': 'person.n.01'}, {'name': 'pet', 'id': 794, 'frequency': 'c', 'synset': 'pet.n.01'}, {'name': 'pew_(church_bench)', 'id': 795, 'frequency': 'c', 'synset': 'pew.n.01'}, {'name': 'phonebook', 'id': 796, 'frequency': 'r', 'synset': 'phonebook.n.01'}, {'name': 'phonograph_record', 'id': 797, 'frequency': 'c', 'synset': 'phonograph_record.n.01'}, {'name': 'piano', 'id': 798, 'frequency': 'f', 'synset': 'piano.n.01'}, {'name': 'pickle', 'id': 799, 'frequency': 'f', 'synset': 'pickle.n.01'}, {'name': 'pickup_truck', 'id': 800, 'frequency': 'f', 'synset': 'pickup.n.01'}, {'name': 'pie', 'id': 801, 'frequency': 'c', 'synset': 'pie.n.01'}, {'name': 'pigeon', 'id': 802, 'frequency': 'c', 'synset': 'pigeon.n.01'}, {'name': 'piggy_bank', 'id': 803, 'frequency': 'r', 'synset': 'piggy_bank.n.01'}, {'name': 'pillow', 'id': 804, 'frequency': 'f', 'synset': 'pillow.n.01'}, {'name': 'pin_(non_jewelry)', 'id': 805, 'frequency': 'r', 'synset': 'pin.n.09'}, {'name': 'pineapple', 'id': 806, 'frequency': 'f', 'synset': 'pineapple.n.02'}, {'name': 'pinecone', 'id': 807, 'frequency': 'c', 'synset': 'pinecone.n.01'}, {'name': 'ping-pong_ball', 'id': 808, 'frequency': 'r', 'synset': 'ping-pong_ball.n.01'}, {'name': 'pinwheel', 'id': 809, 'frequency': 'r', 'synset': 'pinwheel.n.03'}, {'name': 'tobacco_pipe', 'id': 810, 'frequency': 'r', 'synset': 'pipe.n.01'}, {'name': 'pipe', 'id': 811, 'frequency': 'f', 'synset': 'pipe.n.02'}, {'name': 'pistol', 'id': 812, 'frequency': 'r', 'synset': 'pistol.n.01'}, {'name': 'pita_(bread)', 'id': 813, 'frequency': 'c', 'synset': 'pita.n.01'}, {'name': 'pitcher_(vessel_for_liquid)', 'id': 814, 'frequency': 'f', 'synset': 'pitcher.n.02'}, {'name': 'pitchfork', 'id': 815, 'frequency': 'r', 'synset': 'pitchfork.n.01'}, {'name': 'pizza', 'id': 816, 'frequency': 'f', 'synset': 'pizza.n.01'}, {'name': 'place_mat', 'id': 817, 'frequency': 'f', 'synset': 'place_mat.n.01'}, {'name': 'plate', 'id': 818, 'frequency': 'f', 'synset': 'plate.n.04'}, {'name': 'platter', 'id': 819, 'frequency': 'c', 'synset': 'platter.n.01'}, {'name': 'playpen', 'id': 820, 'frequency': 'r', 'synset': 'playpen.n.01'}, {'name': 'pliers', 'id': 821, 'frequency': 'c', 'synset': 'pliers.n.01'}, {'name': 'plow_(farm_equipment)', 'id': 822, 'frequency': 'r', 'synset': 'plow.n.01'}, {'name': 'plume', 'id': 823, 'frequency': 'r', 'synset': 'plume.n.02'}, {'name': 'pocket_watch', 'id': 824, 'frequency': 'r', 'synset': 'pocket_watch.n.01'}, {'name': 'pocketknife', 'id': 825, 'frequency': 'c', 'synset': 'pocketknife.n.01'}, {'name': 'poker_(fire_stirring_tool)', 'id': 826, 'frequency': 'c', 'synset': 'poker.n.01'}, {'name': 'pole', 'id': 827, 'frequency': 'f', 'synset': 'pole.n.01'}, {'name': 'polo_shirt', 'id': 828, 'frequency': 'f', 'synset': 'polo_shirt.n.01'}, {'name': 'poncho', 'id': 829, 'frequency': 'r', 'synset': 'poncho.n.01'}, {'name': 'pony', 'id': 830, 'frequency': 'c', 'synset': 'pony.n.05'}, {'name': 'pool_table', 'id': 831, 'frequency': 'r', 'synset': 'pool_table.n.01'}, {'name': 'pop_(soda)', 'id': 832, 'frequency': 'f', 'synset': 'pop.n.02'}, {'name': 'postbox_(public)', 'id': 833, 'frequency': 'c', 'synset': 'postbox.n.01'}, {'name': 'postcard', 'id': 834, 'frequency': 'c', 'synset': 'postcard.n.01'}, {'name': 'poster', 'id': 835, 'frequency': 'f', 'synset': 'poster.n.01'}, {'name': 'pot', 'id': 836, 'frequency': 'f', 'synset': 'pot.n.01'}, {'name': 'flowerpot', 'id': 837, 'frequency': 'f', 'synset': 'pot.n.04'}, {'name': 'potato', 'id': 838, 'frequency': 'f', 'synset': 'potato.n.01'}, {'name': 'potholder', 'id': 839, 'frequency': 'c', 'synset': 'potholder.n.01'}, {'name': 'pottery', 'id': 840, 'frequency': 'c', 'synset': 'pottery.n.01'}, {'name': 'pouch', 'id': 841, 'frequency': 'c', 'synset': 'pouch.n.01'}, {'name': 'power_shovel', 'id': 842, 'frequency': 'c', 'synset': 'power_shovel.n.01'}, {'name': 'prawn', 'id': 843, 'frequency': 'c', 'synset': 'prawn.n.01'}, {'name': 'pretzel', 'id': 844, 'frequency': 'c', 'synset': 'pretzel.n.01'}, {'name': 'printer', 'id': 845, 'frequency': 'f', 'synset': 'printer.n.03'}, {'name': 'projectile_(weapon)', 'id': 846, 'frequency': 'c', 'synset': 'projectile.n.01'}, {'name': 'projector', 'id': 847, 'frequency': 'c', 'synset': 'projector.n.02'}, {'name': 'propeller', 'id': 848, 'frequency': 'f', 'synset': 'propeller.n.01'}, {'name': 'prune', 'id': 849, 'frequency': 'r', 'synset': 'prune.n.01'}, {'name': 'pudding', 'id': 850, 'frequency': 'r', 'synset': 'pudding.n.01'}, {'name': 'puffer_(fish)', 'id': 851, 'frequency': 'r', 'synset': 'puffer.n.02'}, {'name': 'puffin', 'id': 852, 'frequency': 'r', 'synset': 'puffin.n.01'}, {'name': 'pug-dog', 'id': 853, 'frequency': 'r', 'synset': 'pug.n.01'}, {'name': 'pumpkin', 'id': 854, 'frequency': 'c', 'synset': 'pumpkin.n.02'}, {'name': 'puncher', 'id': 855, 'frequency': 'r', 'synset': 'punch.n.03'}, {'name': 'puppet', 'id': 856, 'frequency': 'r', 'synset': 'puppet.n.01'}, {'name': 'puppy', 'id': 857, 'frequency': 'c', 'synset': 'puppy.n.01'}, {'name': 'quesadilla', 'id': 858, 'frequency': 'r', 'synset': 'quesadilla.n.01'}, {'name': 'quiche', 'id': 859, 'frequency': 'r', 'synset': 'quiche.n.02'}, {'name': 'quilt', 'id': 860, 'frequency': 'f', 'synset': 'quilt.n.01'}, {'name': 'rabbit', 'id': 861, 'frequency': 'c', 'synset': 'rabbit.n.01'}, {'name': 'race_car', 'id': 862, 'frequency': 'r', 'synset': 'racer.n.02'}, {'name': 'racket', 'id': 863, 'frequency': 'c', 'synset': 'racket.n.04'}, {'name': 'radar', 'id': 864, 'frequency': 'r', 'synset': 'radar.n.01'}, {'name': 'radiator', 'id': 865, 'frequency': 'f', 'synset': 'radiator.n.03'}, {'name': 'radio_receiver', 'id': 866, 'frequency': 'c', 'synset': 'radio_receiver.n.01'}, {'name': 'radish', 'id': 867, 'frequency': 'c', 'synset': 'radish.n.03'}, {'name': 'raft', 'id': 868, 'frequency': 'c', 'synset': 'raft.n.01'}, {'name': 'rag_doll', 'id': 869, 'frequency': 'r', 'synset': 'rag_doll.n.01'}, {'name': 'raincoat', 'id': 870, 'frequency': 'c', 'synset': 'raincoat.n.01'}, {'name': 'ram_(animal)', 'id': 871, 'frequency': 'c', 'synset': 'ram.n.05'}, {'name': 'raspberry', 'id': 872, 'frequency': 'c', 'synset': 'raspberry.n.02'}, {'name': 'rat', 'id': 873, 'frequency': 'r', 'synset': 'rat.n.01'}, {'name': 'razorblade', 'id': 874, 'frequency': 'c', 'synset': 'razorblade.n.01'}, {'name': 'reamer_(juicer)', 'id': 875, 'frequency': 'c', 'synset': 'reamer.n.01'}, {'name': 'rearview_mirror', 'id': 876, 'frequency': 'f', 'synset': 'rearview_mirror.n.01'}, {'name': 'receipt', 'id': 877, 'frequency': 'c', 'synset': 'receipt.n.02'}, {'name': 'recliner', 'id': 878, 'frequency': 'c', 'synset': 'recliner.n.01'}, {'name': 'record_player', 'id': 879, 'frequency': 'c', 'synset': 'record_player.n.01'}, {'name': 'reflector', 'id': 880, 'frequency': 'f', 'synset': 'reflector.n.01'}, {'name': 'remote_control', 'id': 881, 'frequency': 'f', 'synset': 'remote_control.n.01'}, {'name': 'rhinoceros', 'id': 882, 'frequency': 'c', 'synset': 'rhinoceros.n.01'}, {'name': 'rib_(food)', 'id': 883, 'frequency': 'r', 'synset': 'rib.n.03'}, {'name': 'rifle', 'id': 884, 'frequency': 'c', 'synset': 'rifle.n.01'}, {'name': 'ring', 'id': 885, 'frequency': 'f', 'synset': 'ring.n.08'}, {'name': 'river_boat', 'id': 886, 'frequency': 'r', 'synset': 'river_boat.n.01'}, {'name': 'road_map', 'id': 887, 'frequency': 'r', 'synset': 'road_map.n.02'}, {'name': 'robe', 'id': 888, 'frequency': 'c', 'synset': 'robe.n.01'}, {'name': 'rocking_chair', 'id': 889, 'frequency': 'c', 'synset': 'rocking_chair.n.01'}, {'name': 'rodent', 'id': 890, 'frequency': 'r', 'synset': 'rodent.n.01'}, {'name': 'roller_skate', 'id': 891, 'frequency': 'r', 'synset': 'roller_skate.n.01'}, {'name': 'Rollerblade', 'id': 892, 'frequency': 'r', 'synset': 'rollerblade.n.01'}, {'name': 'rolling_pin', 'id': 893, 'frequency': 'c', 'synset': 'rolling_pin.n.01'}, {'name': 'root_beer', 'id': 894, 'frequency': 'r', 'synset': 'root_beer.n.01'}, {'name': 'router_(computer_equipment)', 'id': 895, 'frequency': 'c', 'synset': 'router.n.02'}, {'name': 'rubber_band', 'id': 896, 'frequency': 'f', 'synset': 'rubber_band.n.01'}, {'name': 'runner_(carpet)', 'id': 897, 'frequency': 'c', 'synset': 'runner.n.08'}, {'name': 'plastic_bag', 'id': 898, 'frequency': 'f', 'synset': 'sack.n.01'}, {'name': 'saddle_(on_an_animal)', 'id': 899, 'frequency': 'f', 'synset': 'saddle.n.01'}, {'name': 'saddle_blanket', 'id': 900, 'frequency': 'f', 'synset': 'saddle_blanket.n.01'}, {'name': 'saddlebag', 'id': 901, 'frequency': 'c', 'synset': 'saddlebag.n.01'}, {'name': 'safety_pin', 'id': 902, 'frequency': 'r', 'synset': 'safety_pin.n.01'}, {'name': 'sail', 'id': 903, 'frequency': 'f', 'synset': 'sail.n.01'}, {'name': 'salad', 'id': 904, 'frequency': 'f', 'synset': 'salad.n.01'}, {'name': 'salad_plate', 'id': 905, 'frequency': 'r', 'synset': 'salad_plate.n.01'}, {'name': 'salami', 'id': 906, 'frequency': 'c', 'synset': 'salami.n.01'}, {'name': 'salmon_(fish)', 'id': 907, 'frequency': 'c', 'synset': 'salmon.n.01'}, {'name': 'salmon_(food)', 'id': 908, 'frequency': 'r', 'synset': 'salmon.n.03'}, {'name': 'salsa', 'id': 909, 'frequency': 'c', 'synset': 'salsa.n.01'}, {'name': 'saltshaker', 'id': 910, 'frequency': 'f', 'synset': 'saltshaker.n.01'}, {'name': 'sandal_(type_of_shoe)', 'id': 911, 'frequency': 'f', 'synset': 'sandal.n.01'}, {'name': 'sandwich', 'id': 912, 'frequency': 'f', 'synset': 'sandwich.n.01'}, {'name': 'satchel', 'id': 913, 'frequency': 'r', 'synset': 'satchel.n.01'}, {'name': 'saucepan', 'id': 914, 'frequency': 'r', 'synset': 'saucepan.n.01'}, {'name': 'saucer', 'id': 915, 'frequency': 'f', 'synset': 'saucer.n.02'}, {'name': 'sausage', 'id': 916, 'frequency': 'f', 'synset': 'sausage.n.01'}, {'name': 'sawhorse', 'id': 917, 'frequency': 'r', 'synset': 'sawhorse.n.01'}, {'name': 'saxophone', 'id': 918, 'frequency': 'r', 'synset': 'sax.n.02'}, {'name': 'scale_(measuring_instrument)', 'id': 919, 'frequency': 'f', 'synset': 'scale.n.07'}, {'name': 'scarecrow', 'id': 920, 'frequency': 'r', 'synset': 'scarecrow.n.01'}, {'name': 'scarf', 'id': 921, 'frequency': 'f', 'synset': 'scarf.n.01'}, {'name': 'school_bus', 'id': 922, 'frequency': 'c', 'synset': 'school_bus.n.01'}, {'name': 'scissors', 'id': 923, 'frequency': 'f', 'synset': 'scissors.n.01'}, {'name': 'scoreboard', 'id': 924, 'frequency': 'f', 'synset': 'scoreboard.n.01'}, {'name': 'scraper', 'id': 925, 'frequency': 'r', 'synset': 'scraper.n.01'}, {'name': 'screwdriver', 'id': 926, 'frequency': 'c', 'synset': 'screwdriver.n.01'}, {'name': 'scrubbing_brush', 'id': 927, 'frequency': 'f', 'synset': 'scrub_brush.n.01'}, {'name': 'sculpture', 'id': 928, 'frequency': 'c', 'synset': 'sculpture.n.01'}, {'name': 'seabird', 'id': 929, 'frequency': 'c', 'synset': 'seabird.n.01'}, {'name': 'seahorse', 'id': 930, 'frequency': 'c', 'synset': 'seahorse.n.02'}, {'name': 'seaplane', 'id': 931, 'frequency': 'r', 'synset': 'seaplane.n.01'}, {'name': 'seashell', 'id': 932, 'frequency': 'c', 'synset': 'seashell.n.01'}, {'name': 'sewing_machine', 'id': 933, 'frequency': 'c', 'synset': 'sewing_machine.n.01'}, {'name': 'shaker', 'id': 934, 'frequency': 'c', 'synset': 'shaker.n.03'}, {'name': 'shampoo', 'id': 935, 'frequency': 'c', 'synset': 'shampoo.n.01'}, {'name': 'shark', 'id': 936, 'frequency': 'c', 'synset': 'shark.n.01'}, {'name': 'sharpener', 'id': 937, 'frequency': 'r', 'synset': 'sharpener.n.01'}, {'name': 'Sharpie', 'id': 938, 'frequency': 'r', 'synset': 'sharpie.n.03'}, {'name': 'shaver_(electric)', 'id': 939, 'frequency': 'r', 'synset': 'shaver.n.03'}, {'name': 'shaving_cream', 'id': 940, 'frequency': 'c', 'synset': 'shaving_cream.n.01'}, {'name': 'shawl', 'id': 941, 'frequency': 'r', 'synset': 'shawl.n.01'}, {'name': 'shears', 'id': 942, 'frequency': 'r', 'synset': 'shears.n.01'}, {'name': 'sheep', 'id': 943, 'frequency': 'f', 'synset': 'sheep.n.01'}, {'name': 'shepherd_dog', 'id': 944, 'frequency': 'r', 'synset': 'shepherd_dog.n.01'}, {'name': 'sherbert', 'id': 945, 'frequency': 'r', 'synset': 'sherbert.n.01'}, {'name': 'shield', 'id': 946, 'frequency': 'c', 'synset': 'shield.n.02'}, {'name': 'shirt', 'id': 947, 'frequency': 'f', 'synset': 'shirt.n.01'}, {'name': 'shoe', 'id': 948, 'frequency': 'f', 'synset': 'shoe.n.01'}, {'name': 'shopping_bag', 'id': 949, 'frequency': 'f', 'synset': 'shopping_bag.n.01'}, {'name': 'shopping_cart', 'id': 950, 'frequency': 'c', 'synset': 'shopping_cart.n.01'}, {'name': 'short_pants', 'id': 951, 'frequency': 'f', 'synset': 'short_pants.n.01'}, {'name': 'shot_glass', 'id': 952, 'frequency': 'r', 'synset': 'shot_glass.n.01'}, {'name': 'shoulder_bag', 'id': 953, 'frequency': 'f', 'synset': 'shoulder_bag.n.01'}, {'name': 'shovel', 'id': 954, 'frequency': 'c', 'synset': 'shovel.n.01'}, {'name': 'shower_head', 'id': 955, 'frequency': 'f', 'synset': 'shower.n.01'}, {'name': 'shower_cap', 'id': 956, 'frequency': 'r', 'synset': 'shower_cap.n.01'}, {'name': 'shower_curtain', 'id': 957, 'frequency': 'f', 'synset': 'shower_curtain.n.01'}, {'name': 'shredder_(for_paper)', 'id': 958, 'frequency': 'r', 'synset': 'shredder.n.01'}, {'name': 'signboard', 'id': 959, 'frequency': 'f', 'synset': 'signboard.n.01'}, {'name': 'silo', 'id': 960, 'frequency': 'c', 'synset': 'silo.n.01'}, {'name': 'sink', 'id': 961, 'frequency': 'f', 'synset': 'sink.n.01'}, {'name': 'skateboard', 'id': 962, 'frequency': 'f', 'synset': 'skateboard.n.01'}, {'name': 'skewer', 'id': 963, 'frequency': 'c', 'synset': 'skewer.n.01'}, {'name': 'ski', 'id': 964, 'frequency': 'f', 'synset': 'ski.n.01'}, {'name': 'ski_boot', 'id': 965, 'frequency': 'f', 'synset': 'ski_boot.n.01'}, {'name': 'ski_parka', 'id': 966, 'frequency': 'f', 'synset': 'ski_parka.n.01'}, {'name': 'ski_pole', 'id': 967, 'frequency': 'f', 'synset': 'ski_pole.n.01'}, {'name': 'skirt', 'id': 968, 'frequency': 'f', 'synset': 'skirt.n.02'}, {'name': 'skullcap', 'id': 969, 'frequency': 'r', 'synset': 'skullcap.n.01'}, {'name': 'sled', 'id': 970, 'frequency': 'c', 'synset': 'sled.n.01'}, {'name': 'sleeping_bag', 'id': 971, 'frequency': 'c', 'synset': 'sleeping_bag.n.01'}, {'name': 'sling_(bandage)', 'id': 972, 'frequency': 'r', 'synset': 'sling.n.05'}, {'name': 'slipper_(footwear)', 'id': 973, 'frequency': 'c', 'synset': 'slipper.n.01'}, {'name': 'smoothie', 'id': 974, 'frequency': 'r', 'synset': 'smoothie.n.02'}, {'name': 'snake', 'id': 975, 'frequency': 'r', 'synset': 'snake.n.01'}, {'name': 'snowboard', 'id': 976, 'frequency': 'f', 'synset': 'snowboard.n.01'}, {'name': 'snowman', 'id': 977, 'frequency': 'c', 'synset': 'snowman.n.01'}, {'name': 'snowmobile', 'id': 978, 'frequency': 'c', 'synset': 'snowmobile.n.01'}, {'name': 'soap', 'id': 979, 'frequency': 'f', 'synset': 'soap.n.01'}, {'name': 'soccer_ball', 'id': 980, 'frequency': 'f', 'synset': 'soccer_ball.n.01'}, {'name': 'sock', 'id': 981, 'frequency': 'f', 'synset': 'sock.n.01'}, {'name': 'sofa', 'id': 982, 'frequency': 'f', 'synset': 'sofa.n.01'}, {'name': 'softball', 'id': 983, 'frequency': 'r', 'synset': 'softball.n.01'}, {'name': 'solar_array', 'id': 984, 'frequency': 'c', 'synset': 'solar_array.n.01'}, {'name': 'sombrero', 'id': 985, 'frequency': 'r', 'synset': 'sombrero.n.02'}, {'name': 'soup', 'id': 986, 'frequency': 'f', 'synset': 'soup.n.01'}, {'name': 'soup_bowl', 'id': 987, 'frequency': 'r', 'synset': 'soup_bowl.n.01'}, {'name': 'soupspoon', 'id': 988, 'frequency': 'c', 'synset': 'soupspoon.n.01'}, {'name': 'sour_cream', 'id': 989, 'frequency': 'c', 'synset': 'sour_cream.n.01'}, {'name': 'soya_milk', 'id': 990, 'frequency': 'r', 'synset': 'soya_milk.n.01'}, {'name': 'space_shuttle', 'id': 991, 'frequency': 'r', 'synset': 'space_shuttle.n.01'}, {'name': 'sparkler_(fireworks)', 'id': 992, 'frequency': 'r', 'synset': 'sparkler.n.02'}, {'name': 'spatula', 'id': 993, 'frequency': 'f', 'synset': 'spatula.n.02'}, {'name': 'spear', 'id': 994, 'frequency': 'r', 'synset': 'spear.n.01'}, {'name': 'spectacles', 'id': 995, 'frequency': 'f', 'synset': 'spectacles.n.01'}, {'name': 'spice_rack', 'id': 996, 'frequency': 'c', 'synset': 'spice_rack.n.01'}, {'name': 'spider', 'id': 997, 'frequency': 'c', 'synset': 'spider.n.01'}, {'name': 'crawfish', 'id': 998, 'frequency': 'r', 'synset': 'spiny_lobster.n.02'}, {'name': 'sponge', 'id': 999, 'frequency': 'c', 'synset': 'sponge.n.01'}, {'name': 'spoon', 'id': 1000, 'frequency': 'f', 'synset': 'spoon.n.01'}, {'name': 'sportswear', 'id': 1001, 'frequency': 'c', 'synset': 'sportswear.n.01'}, {'name': 'spotlight', 'id': 1002, 'frequency': 'c', 'synset': 'spotlight.n.02'}, {'name': 'squid_(food)', 'id': 1003, 'frequency': 'r', 'synset': 'squid.n.01'}, {'name': 'squirrel', 'id': 1004, 'frequency': 'c', 'synset': 'squirrel.n.01'}, {'name': 'stagecoach', 'id': 1005, 'frequency': 'r', 'synset': 'stagecoach.n.01'}, {'name': 'stapler_(stapling_machine)', 'id': 1006, 'frequency': 'c', 'synset': 'stapler.n.01'}, {'name': 'starfish', 'id': 1007, 'frequency': 'c', 'synset': 'starfish.n.01'}, {'name': 'statue_(sculpture)', 'id': 1008, 'frequency': 'f', 'synset': 'statue.n.01'}, {'name': 'steak_(food)', 'id': 1009, 'frequency': 'c', 'synset': 'steak.n.01'}, {'name': 'steak_knife', 'id': 1010, 'frequency': 'r', 'synset': 'steak_knife.n.01'}, {'name': 'steering_wheel', 'id': 1011, 'frequency': 'f', 'synset': 'steering_wheel.n.01'}, {'name': 'stepladder', 'id': 1012, 'frequency': 'r', 'synset': 'step_ladder.n.01'}, {'name': 'step_stool', 'id': 1013, 'frequency': 'c', 'synset': 'step_stool.n.01'}, {'name': 'stereo_(sound_system)', 'id': 1014, 'frequency': 'c', 'synset': 'stereo.n.01'}, {'name': 'stew', 'id': 1015, 'frequency': 'r', 'synset': 'stew.n.02'}, {'name': 'stirrer', 'id': 1016, 'frequency': 'r', 'synset': 'stirrer.n.02'}, {'name': 'stirrup', 'id': 1017, 'frequency': 'f', 'synset': 'stirrup.n.01'}, {'name': 'stool', 'id': 1018, 'frequency': 'f', 'synset': 'stool.n.01'}, {'name': 'stop_sign', 'id': 1019, 'frequency': 'f', 'synset': 'stop_sign.n.01'}, {'name': 'brake_light', 'id': 1020, 'frequency': 'f', 'synset': 'stoplight.n.01'}, {'name': 'stove', 'id': 1021, 'frequency': 'f', 'synset': 'stove.n.01'}, {'name': 'strainer', 'id': 1022, 'frequency': 'c', 'synset': 'strainer.n.01'}, {'name': 'strap', 'id': 1023, 'frequency': 'f', 'synset': 'strap.n.01'}, {'name': 'straw_(for_drinking)', 'id': 1024, 'frequency': 'f', 'synset': 'straw.n.04'}, {'name': 'strawberry', 'id': 1025, 'frequency': 'f', 'synset': 'strawberry.n.01'}, {'name': 'street_sign', 'id': 1026, 'frequency': 'f', 'synset': 'street_sign.n.01'}, {'name': 'streetlight', 'id': 1027, 'frequency': 'f', 'synset': 'streetlight.n.01'}, {'name': 'string_cheese', 'id': 1028, 'frequency': 'r', 'synset': 'string_cheese.n.01'}, {'name': 'stylus', 'id': 1029, 'frequency': 'r', 'synset': 'stylus.n.02'}, {'name': 'subwoofer', 'id': 1030, 'frequency': 'r', 'synset': 'subwoofer.n.01'}, {'name': 'sugar_bowl', 'id': 1031, 'frequency': 'r', 'synset': 'sugar_bowl.n.01'}, {'name': 'sugarcane_(plant)', 'id': 1032, 'frequency': 'r', 'synset': 'sugarcane.n.01'}, {'name': 'suit_(clothing)', 'id': 1033, 'frequency': 'f', 'synset': 'suit.n.01'}, {'name': 'sunflower', 'id': 1034, 'frequency': 'c', 'synset': 'sunflower.n.01'}, {'name': 'sunglasses', 'id': 1035, 'frequency': 'f', 'synset': 'sunglasses.n.01'}, {'name': 'sunhat', 'id': 1036, 'frequency': 'c', 'synset': 'sunhat.n.01'}, {'name': 'surfboard', 'id': 1037, 'frequency': 'f', 'synset': 'surfboard.n.01'}, {'name': 'sushi', 'id': 1038, 'frequency': 'c', 'synset': 'sushi.n.01'}, {'name': 'mop', 'id': 1039, 'frequency': 'c', 'synset': 'swab.n.02'}, {'name': 'sweat_pants', 'id': 1040, 'frequency': 'c', 'synset': 'sweat_pants.n.01'}, {'name': 'sweatband', 'id': 1041, 'frequency': 'c', 'synset': 'sweatband.n.02'}, {'name': 'sweater', 'id': 1042, 'frequency': 'f', 'synset': 'sweater.n.01'}, {'name': 'sweatshirt', 'id': 1043, 'frequency': 'f', 'synset': 'sweatshirt.n.01'}, {'name': 'sweet_potato', 'id': 1044, 'frequency': 'c', 'synset': 'sweet_potato.n.02'}, {'name': 'swimsuit', 'id': 1045, 'frequency': 'f', 'synset': 'swimsuit.n.01'}, {'name': 'sword', 'id': 1046, 'frequency': 'c', 'synset': 'sword.n.01'}, {'name': 'syringe', 'id': 1047, 'frequency': 'r', 'synset': 'syringe.n.01'}, {'name': 'Tabasco_sauce', 'id': 1048, 'frequency': 'r', 'synset': 'tabasco.n.02'}, {'name': 'table-tennis_table', 'id': 1049, 'frequency': 'r', 'synset': 'table-tennis_table.n.01'}, {'name': 'table', 'id': 1050, 'frequency': 'f', 'synset': 'table.n.02'}, {'name': 'table_lamp', 'id': 1051, 'frequency': 'c', 'synset': 'table_lamp.n.01'}, {'name': 'tablecloth', 'id': 1052, 'frequency': 'f', 'synset': 'tablecloth.n.01'}, {'name': 'tachometer', 'id': 1053, 'frequency': 'r', 'synset': 'tachometer.n.01'}, {'name': 'taco', 'id': 1054, 'frequency': 'r', 'synset': 'taco.n.02'}, {'name': 'tag', 'id': 1055, 'frequency': 'f', 'synset': 'tag.n.02'}, {'name': 'taillight', 'id': 1056, 'frequency': 'f', 'synset': 'taillight.n.01'}, {'name': 'tambourine', 'id': 1057, 'frequency': 'r', 'synset': 'tambourine.n.01'}, {'name': 'army_tank', 'id': 1058, 'frequency': 'r', 'synset': 'tank.n.01'}, {'name': 'tank_(storage_vessel)', 'id': 1059, 'frequency': 'f', 'synset': 'tank.n.02'}, {'name': 'tank_top_(clothing)', 'id': 1060, 'frequency': 'f', 'synset': 'tank_top.n.01'}, {'name': 'tape_(sticky_cloth_or_paper)', 'id': 1061, 'frequency': 'f', 'synset': 'tape.n.01'}, {'name': 'tape_measure', 'id': 1062, 'frequency': 'c', 'synset': 'tape.n.04'}, {'name': 'tapestry', 'id': 1063, 'frequency': 'c', 'synset': 'tapestry.n.02'}, {'name': 'tarp', 'id': 1064, 'frequency': 'f', 'synset': 'tarpaulin.n.01'}, {'name': 'tartan', 'id': 1065, 'frequency': 'c', 'synset': 'tartan.n.01'}, {'name': 'tassel', 'id': 1066, 'frequency': 'c', 'synset': 'tassel.n.01'}, {'name': 'tea_bag', 'id': 1067, 'frequency': 'c', 'synset': 'tea_bag.n.01'}, {'name': 'teacup', 'id': 1068, 'frequency': 'c', 'synset': 'teacup.n.02'}, {'name': 'teakettle', 'id': 1069, 'frequency': 'c', 'synset': 'teakettle.n.01'}, {'name': 'teapot', 'id': 1070, 'frequency': 'f', 'synset': 'teapot.n.01'}, {'name': 'teddy_bear', 'id': 1071, 'frequency': 'f', 'synset': 'teddy.n.01'}, {'name': 'telephone', 'id': 1072, 'frequency': 'f', 'synset': 'telephone.n.01'}, {'name': 'telephone_booth', 'id': 1073, 'frequency': 'c', 'synset': 'telephone_booth.n.01'}, {'name': 'telephone_pole', 'id': 1074, 'frequency': 'f', 'synset': 'telephone_pole.n.01'}, {'name': 'telephoto_lens', 'id': 1075, 'frequency': 'r', 'synset': 'telephoto_lens.n.01'}, {'name': 'television_camera', 'id': 1076, 'frequency': 'c', 'synset': 'television_camera.n.01'}, {'name': 'television_set', 'id': 1077, 'frequency': 'f', 'synset': 'television_receiver.n.01'}, {'name': 'tennis_ball', 'id': 1078, 'frequency': 'f', 'synset': 'tennis_ball.n.01'}, {'name': 'tennis_racket', 'id': 1079, 'frequency': 'f', 'synset': 'tennis_racket.n.01'}, {'name': 'tequila', 'id': 1080, 'frequency': 'r', 'synset': 'tequila.n.01'}, {'name': 'thermometer', 'id': 1081, 'frequency': 'c', 'synset': 'thermometer.n.01'}, {'name': 'thermos_bottle', 'id': 1082, 'frequency': 'c', 'synset': 'thermos.n.01'}, {'name': 'thermostat', 'id': 1083, 'frequency': 'f', 'synset': 'thermostat.n.01'}, {'name': 'thimble', 'id': 1084, 'frequency': 'r', 'synset': 'thimble.n.02'}, {'name': 'thread', 'id': 1085, 'frequency': 'c', 'synset': 'thread.n.01'}, {'name': 'thumbtack', 'id': 1086, 'frequency': 'c', 'synset': 'thumbtack.n.01'}, {'name': 'tiara', 'id': 1087, 'frequency': 'c', 'synset': 'tiara.n.01'}, {'name': 'tiger', 'id': 1088, 'frequency': 'c', 'synset': 'tiger.n.02'}, {'name': 'tights_(clothing)', 'id': 1089, 'frequency': 'c', 'synset': 'tights.n.01'}, {'name': 'timer', 'id': 1090, 'frequency': 'c', 'synset': 'timer.n.01'}, {'name': 'tinfoil', 'id': 1091, 'frequency': 'f', 'synset': 'tinfoil.n.01'}, {'name': 'tinsel', 'id': 1092, 'frequency': 'c', 'synset': 'tinsel.n.01'}, {'name': 'tissue_paper', 'id': 1093, 'frequency': 'f', 'synset': 'tissue.n.02'}, {'name': 'toast_(food)', 'id': 1094, 'frequency': 'c', 'synset': 'toast.n.01'}, {'name': 'toaster', 'id': 1095, 'frequency': 'f', 'synset': 'toaster.n.02'}, {'name': 'toaster_oven', 'id': 1096, 'frequency': 'f', 'synset': 'toaster_oven.n.01'}, {'name': 'toilet', 'id': 1097, 'frequency': 'f', 'synset': 'toilet.n.02'}, {'name': 'toilet_tissue', 'id': 1098, 'frequency': 'f', 'synset': 'toilet_tissue.n.01'}, {'name': 'tomato', 'id': 1099, 'frequency': 'f', 'synset': 'tomato.n.01'}, {'name': 'tongs', 'id': 1100, 'frequency': 'f', 'synset': 'tongs.n.01'}, {'name': 'toolbox', 'id': 1101, 'frequency': 'c', 'synset': 'toolbox.n.01'}, {'name': 'toothbrush', 'id': 1102, 'frequency': 'f', 'synset': 'toothbrush.n.01'}, {'name': 'toothpaste', 'id': 1103, 'frequency': 'f', 'synset': 'toothpaste.n.01'}, {'name': 'toothpick', 'id': 1104, 'frequency': 'f', 'synset': 'toothpick.n.01'}, {'name': 'cover', 'id': 1105, 'frequency': 'f', 'synset': 'top.n.09'}, {'name': 'tortilla', 'id': 1106, 'frequency': 'c', 'synset': 'tortilla.n.01'}, {'name': 'tow_truck', 'id': 1107, 'frequency': 'c', 'synset': 'tow_truck.n.01'}, {'name': 'towel', 'id': 1108, 'frequency': 'f', 'synset': 'towel.n.01'}, {'name': 'towel_rack', 'id': 1109, 'frequency': 'f', 'synset': 'towel_rack.n.01'}, {'name': 'toy', 'id': 1110, 'frequency': 'f', 'synset': 'toy.n.03'}, {'name': 'tractor_(farm_equipment)', 'id': 1111, 'frequency': 'c', 'synset': 'tractor.n.01'}, {'name': 'traffic_light', 'id': 1112, 'frequency': 'f', 'synset': 'traffic_light.n.01'}, {'name': 'dirt_bike', 'id': 1113, 'frequency': 'c', 'synset': 'trail_bike.n.01'}, {'name': 'trailer_truck', 'id': 1114, 'frequency': 'f', 'synset': 'trailer_truck.n.01'}, {'name': 'train_(railroad_vehicle)', 'id': 1115, 'frequency': 'f', 'synset': 'train.n.01'}, {'name': 'trampoline', 'id': 1116, 'frequency': 'r', 'synset': 'trampoline.n.01'}, {'name': 'tray', 'id': 1117, 'frequency': 'f', 'synset': 'tray.n.01'}, {'name': 'trench_coat', 'id': 1118, 'frequency': 'r', 'synset': 'trench_coat.n.01'}, {'name': 'triangle_(musical_instrument)', 'id': 1119, 'frequency': 'r', 'synset': 'triangle.n.05'}, {'name': 'tricycle', 'id': 1120, 'frequency': 'c', 'synset': 'tricycle.n.01'}, {'name': 'tripod', 'id': 1121, 'frequency': 'f', 'synset': 'tripod.n.01'}, {'name': 'trousers', 'id': 1122, 'frequency': 'f', 'synset': 'trouser.n.01'}, {'name': 'truck', 'id': 1123, 'frequency': 'f', 'synset': 'truck.n.01'}, {'name': 'truffle_(chocolate)', 'id': 1124, 'frequency': 'r', 'synset': 'truffle.n.03'}, {'name': 'trunk', 'id': 1125, 'frequency': 'c', 'synset': 'trunk.n.02'}, {'name': 'vat', 'id': 1126, 'frequency': 'r', 'synset': 'tub.n.02'}, {'name': 'turban', 'id': 1127, 'frequency': 'c', 'synset': 'turban.n.01'}, {'name': 'turkey_(food)', 'id': 1128, 'frequency': 'c', 'synset': 'turkey.n.04'}, {'name': 'turnip', 'id': 1129, 'frequency': 'r', 'synset': 'turnip.n.01'}, {'name': 'turtle', 'id': 1130, 'frequency': 'c', 'synset': 'turtle.n.02'}, {'name': 'turtleneck_(clothing)', 'id': 1131, 'frequency': 'c', 'synset': 'turtleneck.n.01'}, {'name': 'typewriter', 'id': 1132, 'frequency': 'c', 'synset': 'typewriter.n.01'}, {'name': 'umbrella', 'id': 1133, 'frequency': 'f', 'synset': 'umbrella.n.01'}, {'name': 'underwear', 'id': 1134, 'frequency': 'f', 'synset': 'underwear.n.01'}, {'name': 'unicycle', 'id': 1135, 'frequency': 'r', 'synset': 'unicycle.n.01'}, {'name': 'urinal', 'id': 1136, 'frequency': 'f', 'synset': 'urinal.n.01'}, {'name': 'urn', 'id': 1137, 'frequency': 'c', 'synset': 'urn.n.01'}, {'name': 'vacuum_cleaner', 'id': 1138, 'frequency': 'c', 'synset': 'vacuum.n.04'}, {'name': 'vase', 'id': 1139, 'frequency': 'f', 'synset': 'vase.n.01'}, {'name': 'vending_machine', 'id': 1140, 'frequency': 'c', 'synset': 'vending_machine.n.01'}, {'name': 'vent', 'id': 1141, 'frequency': 'f', 'synset': 'vent.n.01'}, {'name': 'vest', 'id': 1142, 'frequency': 'f', 'synset': 'vest.n.01'}, {'name': 'videotape', 'id': 1143, 'frequency': 'c', 'synset': 'videotape.n.01'}, {'name': 'vinegar', 'id': 1144, 'frequency': 'r', 'synset': 'vinegar.n.01'}, {'name': 'violin', 'id': 1145, 'frequency': 'r', 'synset': 'violin.n.01'}, {'name': 'vodka', 'id': 1146, 'frequency': 'r', 'synset': 'vodka.n.01'}, {'name': 'volleyball', 'id': 1147, 'frequency': 'c', 'synset': 'volleyball.n.02'}, {'name': 'vulture', 'id': 1148, 'frequency': 'r', 'synset': 'vulture.n.01'}, {'name': 'waffle', 'id': 1149, 'frequency': 'c', 'synset': 'waffle.n.01'}, {'name': 'waffle_iron', 'id': 1150, 'frequency': 'r', 'synset': 'waffle_iron.n.01'}, {'name': 'wagon', 'id': 1151, 'frequency': 'c', 'synset': 'wagon.n.01'}, {'name': 'wagon_wheel', 'id': 1152, 'frequency': 'c', 'synset': 'wagon_wheel.n.01'}, {'name': 'walking_stick', 'id': 1153, 'frequency': 'c', 'synset': 'walking_stick.n.01'}, {'name': 'wall_clock', 'id': 1154, 'frequency': 'c', 'synset': 'wall_clock.n.01'}, {'name': 'wall_socket', 'id': 1155, 'frequency': 'f', 'synset': 'wall_socket.n.01'}, {'name': 'wallet', 'id': 1156, 'frequency': 'f', 'synset': 'wallet.n.01'}, {'name': 'walrus', 'id': 1157, 'frequency': 'r', 'synset': 'walrus.n.01'}, {'name': 'wardrobe', 'id': 1158, 'frequency': 'r', 'synset': 'wardrobe.n.01'}, {'name': 'washbasin', 'id': 1159, 'frequency': 'r', 'synset': 'washbasin.n.01'}, {'name': 'automatic_washer', 'id': 1160, 'frequency': 'c', 'synset': 'washer.n.03'}, {'name': 'watch', 'id': 1161, 'frequency': 'f', 'synset': 'watch.n.01'}, {'name': 'water_bottle', 'id': 1162, 'frequency': 'f', 'synset': 'water_bottle.n.01'}, {'name': 'water_cooler', 'id': 1163, 'frequency': 'c', 'synset': 'water_cooler.n.01'}, {'name': 'water_faucet', 'id': 1164, 'frequency': 'c', 'synset': 'water_faucet.n.01'}, {'name': 'water_heater', 'id': 1165, 'frequency': 'r', 'synset': 'water_heater.n.01'}, {'name': 'water_jug', 'id': 1166, 'frequency': 'c', 'synset': 'water_jug.n.01'}, {'name': 'water_gun', 'id': 1167, 'frequency': 'r', 'synset': 'water_pistol.n.01'}, {'name': 'water_scooter', 'id': 1168, 'frequency': 'c', 'synset': 'water_scooter.n.01'}, {'name': 'water_ski', 'id': 1169, 'frequency': 'c', 'synset': 'water_ski.n.01'}, {'name': 'water_tower', 'id': 1170, 'frequency': 'c', 'synset': 'water_tower.n.01'}, {'name': 'watering_can', 'id': 1171, 'frequency': 'c', 'synset': 'watering_can.n.01'}, {'name': 'watermelon', 'id': 1172, 'frequency': 'f', 'synset': 'watermelon.n.02'}, {'name': 'weathervane', 'id': 1173, 'frequency': 'f', 'synset': 'weathervane.n.01'}, {'name': 'webcam', 'id': 1174, 'frequency': 'c', 'synset': 'webcam.n.01'}, {'name': 'wedding_cake', 'id': 1175, 'frequency': 'c', 'synset': 'wedding_cake.n.01'}, {'name': 'wedding_ring', 'id': 1176, 'frequency': 'c', 'synset': 'wedding_ring.n.01'}, {'name': 'wet_suit', 'id': 1177, 'frequency': 'f', 'synset': 'wet_suit.n.01'}, {'name': 'wheel', 'id': 1178, 'frequency': 'f', 'synset': 'wheel.n.01'}, {'name': 'wheelchair', 'id': 1179, 'frequency': 'c', 'synset': 'wheelchair.n.01'}, {'name': 'whipped_cream', 'id': 1180, 'frequency': 'c', 'synset': 'whipped_cream.n.01'}, {'name': 'whistle', 'id': 1181, 'frequency': 'c', 'synset': 'whistle.n.03'}, {'name': 'wig', 'id': 1182, 'frequency': 'c', 'synset': 'wig.n.01'}, {'name': 'wind_chime', 'id': 1183, 'frequency': 'c', 'synset': 'wind_chime.n.01'}, {'name': 'windmill', 'id': 1184, 'frequency': 'c', 'synset': 'windmill.n.01'}, {'name': 'window_box_(for_plants)', 'id': 1185, 'frequency': 'c', 'synset': 'window_box.n.01'}, {'name': 'windshield_wiper', 'id': 1186, 'frequency': 'f', 'synset': 'windshield_wiper.n.01'}, {'name': 'windsock', 'id': 1187, 'frequency': 'c', 'synset': 'windsock.n.01'}, {'name': 'wine_bottle', 'id': 1188, 'frequency': 'f', 'synset': 'wine_bottle.n.01'}, {'name': 'wine_bucket', 'id': 1189, 'frequency': 'c', 'synset': 'wine_bucket.n.01'}, {'name': 'wineglass', 'id': 1190, 'frequency': 'f', 'synset': 'wineglass.n.01'}, {'name': 'blinder_(for_horses)', 'id': 1191, 'frequency': 'f', 'synset': 'winker.n.02'}, {'name': 'wok', 'id': 1192, 'frequency': 'c', 'synset': 'wok.n.01'}, {'name': 'wolf', 'id': 1193, 'frequency': 'r', 'synset': 'wolf.n.01'}, {'name': 'wooden_spoon', 'id': 1194, 'frequency': 'c', 'synset': 'wooden_spoon.n.02'}, {'name': 'wreath', 'id': 1195, 'frequency': 'c', 'synset': 'wreath.n.01'}, {'name': 'wrench', 'id': 1196, 'frequency': 'c', 'synset': 'wrench.n.03'}, {'name': 'wristband', 'id': 1197, 'frequency': 'f', 'synset': 'wristband.n.01'}, {'name': 'wristlet', 'id': 1198, 'frequency': 'f', 'synset': 'wristlet.n.01'}, {'name': 'yacht', 'id': 1199, 'frequency': 'c', 'synset': 'yacht.n.01'}, {'name': 'yogurt', 'id': 1200, 'frequency': 'c', 'synset': 'yogurt.n.01'}, {'name': 'yoke_(animal_equipment)', 'id': 1201, 'frequency': 'c', 'synset': 'yoke.n.07'}, {'name': 'zebra', 'id': 1202, 'frequency': 'f', 'synset': 'zebra.n.01'}, {'name': 'zucchini', 'id': 1203, 'frequency': 'c', 'synset': 'zucchini.n.02'}, {'id': 1204, 'synset': 'organism.n.01', 'name': 'organism'}, {'id': 1205, 'synset': 'benthos.n.02', 'name': 'benthos'}, {'id': 1206, 'synset': 'heterotroph.n.01', 'name': 'heterotroph'}, {'id': 1207, 'synset': 'cell.n.02', 'name': 'cell'}, {'id': 1208, 'synset': 'animal.n.01', 'name': 'animal'}, {'id': 1209, 'synset': 'plant.n.02', 'name': 'plant'}, {'id': 1210, 'synset': 'food.n.01', 'name': 'food'}, {'id': 1211, 'synset': 'artifact.n.01', 'name': 'artifact'}, {'id': 1212, 'synset': 'hop.n.01', 'name': 'hop'}, {'id': 1213, 'synset': 'check-in.n.01', 'name': 'check-in'}, {'id': 1214, 'synset': 'dressage.n.01', 'name': 'dressage'}, {'id': 1215, 'synset': 'curvet.n.01', 'name': 'curvet'}, {'id': 1216, 'synset': 'piaffe.n.01', 'name': 'piaffe'}, {'id': 1217, 'synset': 'funambulism.n.01', 'name': 'funambulism'}, {'id': 1218, 'synset': 'rock_climbing.n.01', 'name': 'rock_climbing'}, {'id': 1219, 'synset': 'contact_sport.n.01', 'name': 'contact_sport'}, {'id': 1220, 'synset': 'outdoor_sport.n.01', 'name': 'outdoor_sport'}, {'id': 1221, 'synset': 'gymnastics.n.01', 'name': 'gymnastics'}, {'id': 1222, 'synset': 'acrobatics.n.01', 'name': 'acrobatics'}, {'id': 1223, 'synset': 'track_and_field.n.01', 'name': 'track_and_field'}, {'id': 1224, 'synset': 'track.n.11', 'name': 'track'}, {'id': 1225, 'synset': 'jumping.n.01', 'name': 'jumping'}, {'id': 1226, 'synset': 'broad_jump.n.02', 'name': 'broad_jump'}, {'id': 1227, 'synset': 'high_jump.n.02', 'name': 'high_jump'}, {'id': 1228, 'synset': 'fosbury_flop.n.01', 'name': 'Fosbury_flop'}, {'id': 1229, 'synset': 'skiing.n.01', 'name': 'skiing'}, {'id': 1230, 'synset': 'cross-country_skiing.n.01', 'name': 'cross-country_skiing'}, {'id': 1231, 'synset': 'ski_jumping.n.01', 'name': 'ski_jumping'}, {'id': 1232, 'synset': 'water_sport.n.01', 'name': 'water_sport'}, {'id': 1233, 'synset': 'swimming.n.01', 'name': 'swimming'}, {'id': 1234, 'synset': 'bathe.n.01', 'name': 'bathe'}, {'id': 1235, 'synset': 'dip.n.08', 'name': 'dip'}, {'id': 1236, 'synset': 'dive.n.02', 'name': 'dive'}, {'id': 1237, 'synset': 'floating.n.01', 'name': 'floating'}, {'id': 1238, 'synset': "dead-man's_float.n.01", 'name': "dead-man's_float"}, {'id': 1239, 'synset': 'belly_flop.n.01', 'name': 'belly_flop'}, {'id': 1240, 'synset': 'cliff_diving.n.01', 'name': 'cliff_diving'}, {'id': 1241, 'synset': 'flip.n.05', 'name': 'flip'}, {'id': 1242, 'synset': 'gainer.n.03', 'name': 'gainer'}, {'id': 1243, 'synset': 'half_gainer.n.01', 'name': 'half_gainer'}, {'id': 1244, 'synset': 'jackknife.n.02', 'name': 'jackknife'}, {'id': 1245, 'synset': 'swan_dive.n.01', 'name': 'swan_dive'}, {'id': 1246, 'synset': 'skin_diving.n.01', 'name': 'skin_diving'}, {'id': 1247, 'synset': 'scuba_diving.n.01', 'name': 'scuba_diving'}, {'id': 1248, 'synset': 'snorkeling.n.01', 'name': 'snorkeling'}, {'id': 1249, 'synset': 'surfing.n.01', 'name': 'surfing'}, {'id': 1250, 'synset': 'water-skiing.n.01', 'name': 'water-skiing'}, {'id': 1251, 'synset': 'rowing.n.01', 'name': 'rowing'}, {'id': 1252, 'synset': 'sculling.n.01', 'name': 'sculling'}, {'id': 1253, 'synset': 'boxing.n.01', 'name': 'boxing'}, {'id': 1254, 'synset': 'professional_boxing.n.01', 'name': 'professional_boxing'}, {'id': 1255, 'synset': 'in-fighting.n.02', 'name': 'in-fighting'}, {'id': 1256, 'synset': 'fight.n.05', 'name': 'fight'}, {'id': 1257, 'synset': 'rope-a-dope.n.01', 'name': 'rope-a-dope'}, {'id': 1258, 'synset': 'spar.n.03', 'name': 'spar'}, {'id': 1259, 'synset': 'archery.n.01', 'name': 'archery'}, {'id': 1260, 'synset': 'sledding.n.01', 'name': 'sledding'}, {'id': 1261, 'synset': 'tobogganing.n.01', 'name': 'tobogganing'}, {'id': 1262, 'synset': 'luging.n.01', 'name': 'luging'}, {'id': 1263, 'synset': 'bobsledding.n.01', 'name': 'bobsledding'}, {'id': 1264, 'synset': 'wrestling.n.02', 'name': 'wrestling'}, {'id': 1265, 'synset': 'greco-roman_wrestling.n.01', 'name': 'Greco-Roman_wrestling'}, {'id': 1266, 'synset': 'professional_wrestling.n.01', 'name': 'professional_wrestling'}, {'id': 1267, 'synset': 'sumo.n.01', 'name': 'sumo'}, {'id': 1268, 'synset': 'skating.n.01', 'name': 'skating'}, {'id': 1269, 'synset': 'ice_skating.n.01', 'name': 'ice_skating'}, {'id': 1270, 'synset': 'figure_skating.n.01', 'name': 'figure_skating'}, {'id': 1271, 'synset': 'rollerblading.n.01', 'name': 'rollerblading'}, {'id': 1272, 'synset': 'roller_skating.n.01', 'name': 'roller_skating'}, {'id': 1273, 'synset': 'skateboarding.n.01', 'name': 'skateboarding'}, {'id': 1274, 'synset': 'speed_skating.n.01', 'name': 'speed_skating'}, {'id': 1275, 'synset': 'racing.n.01', 'name': 'racing'}, {'id': 1276, 'synset': 'auto_racing.n.01', 'name': 'auto_racing'}, {'id': 1277, 'synset': 'boat_racing.n.01', 'name': 'boat_racing'}, {'id': 1278, 'synset': 'hydroplane_racing.n.01', 'name': 'hydroplane_racing'}, {'id': 1279, 'synset': 'camel_racing.n.01', 'name': 'camel_racing'}, {'id': 1280, 'synset': 'greyhound_racing.n.01', 'name': 'greyhound_racing'}, {'id': 1281, 'synset': 'horse_racing.n.01', 'name': 'horse_racing'}, {'id': 1282, 'synset': 'riding.n.01', 'name': 'riding'}, {'id': 1283, 'synset': 'equestrian_sport.n.01', 'name': 'equestrian_sport'}, {'id': 1284, 'synset': 'pony-trekking.n.01', 'name': 'pony-trekking'}, {'id': 1285, 'synset': 'showjumping.n.01', 'name': 'showjumping'}, {'id': 1286, 'synset': 'cross-country_riding.n.01', 'name': 'cross-country_riding'}, {'id': 1287, 'synset': 'cycling.n.01', 'name': 'cycling'}, {'id': 1288, 'synset': 'bicycling.n.01', 'name': 'bicycling'}, {'id': 1289, 'synset': 'motorcycling.n.01', 'name': 'motorcycling'}, {'id': 1290, 'synset': 'dune_cycling.n.01', 'name': 'dune_cycling'}, {'id': 1291, 'synset': 'blood_sport.n.01', 'name': 'blood_sport'}, {'id': 1292, 'synset': 'bullfighting.n.01', 'name': 'bullfighting'}, {'id': 1293, 'synset': 'cockfighting.n.01', 'name': 'cockfighting'}, {'id': 1294, 'synset': 'hunt.n.08', 'name': 'hunt'}, {'id': 1295, 'synset': 'battue.n.01', 'name': 'battue'}, {'id': 1296, 'synset': 'beagling.n.01', 'name': 'beagling'}, {'id': 1297, 'synset': 'coursing.n.01', 'name': 'coursing'}, {'id': 1298, 'synset': 'deer_hunting.n.01', 'name': 'deer_hunting'}, {'id': 1299, 'synset': 'ducking.n.01', 'name': 'ducking'}, {'id': 1300, 'synset': 'fox_hunting.n.01', 'name': 'fox_hunting'}, {'id': 1301, 'synset': 'pigsticking.n.01', 'name': 'pigsticking'}, {'id': 1302, 'synset': 'fishing.n.01', 'name': 'fishing'}, {'id': 1303, 'synset': 'angling.n.01', 'name': 'angling'}, {'id': 1304, 'synset': 'fly-fishing.n.01', 'name': 'fly-fishing'}, {'id': 1305, 'synset': 'troll.n.04', 'name': 'troll'}, {'id': 1306, 'synset': 'casting.n.03', 'name': 'casting'}, {'id': 1307, 'synset': 'bait_casting.n.01', 'name': 'bait_casting'}, {'id': 1308, 'synset': 'fly_casting.n.01', 'name': 'fly_casting'}, {'id': 1309, 'synset': 'overcast.n.04', 'name': 'overcast'}, {'id': 1310, 'synset': 'surf_casting.n.01', 'name': 'surf_casting'}, {'id': 1311, 'synset': 'day_game.n.01', 'name': 'day_game'}, {'id': 1312, 'synset': 'athletic_game.n.01', 'name': 'athletic_game'}, {'id': 1313, 'synset': 'ice_hockey.n.01', 'name': 'ice_hockey'}, {'id': 1314, 'synset': 'tetherball.n.01', 'name': 'tetherball'}, {'id': 1315, 'synset': 'water_polo.n.01', 'name': 'water_polo'}, {'id': 1316, 'synset': 'outdoor_game.n.01', 'name': 'outdoor_game'}, {'id': 1317, 'synset': 'golf.n.01', 'name': 'golf'}, {'id': 1318, 'synset': 'professional_golf.n.01', 'name': 'professional_golf'}, {'id': 1319, 'synset': 'round_of_golf.n.01', 'name': 'round_of_golf'}, {'id': 1320, 'synset': 'medal_play.n.01', 'name': 'medal_play'}, {'id': 1321, 'synset': 'match_play.n.01', 'name': 'match_play'}, {'id': 1322, 'synset': 'miniature_golf.n.01', 'name': 'miniature_golf'}, {'id': 1323, 'synset': 'croquet.n.01', 'name': 'croquet'}, {'id': 1324, 'synset': 'quoits.n.01', 'name': 'quoits'}, {'id': 1325, 'synset': 'shuffleboard.n.01', 'name': 'shuffleboard'}, {'id': 1326, 'synset': 'field_game.n.01', 'name': 'field_game'}, {'id': 1327, 'synset': 'field_hockey.n.01', 'name': 'field_hockey'}, {'id': 1328, 'synset': 'shinny.n.01', 'name': 'shinny'}, {'id': 1329, 'synset': 'football.n.01', 'name': 'football'}, {'id': 1330, 'synset': 'american_football.n.01', 'name': 'American_football'}, {'id': 1331, 'synset': 'professional_football.n.01', 'name': 'professional_football'}, {'id': 1332, 'synset': 'touch_football.n.01', 'name': 'touch_football'}, {'id': 1333, 'synset': 'hurling.n.01', 'name': 'hurling'}, {'id': 1334, 'synset': 'rugby.n.01', 'name': 'rugby'}, {'id': 1335, 'synset': 'ball_game.n.01', 'name': 'ball_game'}, {'id': 1336, 'synset': 'baseball.n.01', 'name': 'baseball'}, {'id': 1337, 'synset': 'ball.n.11', 'name': 'ball'}, {'id': 1338, 'synset': 'professional_baseball.n.01', 'name': 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'soccer.n.01', 'name': 'soccer'}, {'id': 1355, 'synset': 'court_game.n.01', 'name': 'court_game'}, {'id': 1356, 'synset': 'handball.n.02', 'name': 'handball'}, {'id': 1357, 'synset': 'racquetball.n.02', 'name': 'racquetball'}, {'id': 1358, 'synset': 'fives.n.01', 'name': 'fives'}, {'id': 1359, 'synset': 'squash.n.03', 'name': 'squash'}, {'id': 1360, 'synset': 'volleyball.n.01', 'name': 'volleyball'}, {'id': 1361, 'synset': 'jai_alai.n.01', 'name': 'jai_alai'}, {'id': 1362, 'synset': 'badminton.n.01', 'name': 'badminton'}, {'id': 1363, 'synset': 'battledore.n.02', 'name': 'battledore'}, {'id': 1364, 'synset': 'basketball.n.01', 'name': 'basketball'}, {'id': 1365, 'synset': 'professional_basketball.n.01', 'name': 'professional_basketball'}, {'id': 1366, 'synset': 'deck_tennis.n.01', 'name': 'deck_tennis'}, {'id': 1367, 'synset': 'netball.n.01', 'name': 'netball'}, {'id': 1368, 'synset': 'tennis.n.01', 'name': 'tennis'}, {'id': 1369, 'synset': 'professional_tennis.n.01', 'name': 'professional_tennis'}, {'id': 1370, 'synset': 'singles.n.02', 'name': 'singles'}, {'id': 1371, 'synset': 'singles.n.01', 'name': 'singles'}, {'id': 1372, 'synset': 'doubles.n.02', 'name': 'doubles'}, {'id': 1373, 'synset': 'doubles.n.01', 'name': 'doubles'}, {'id': 1374, 'synset': 'royal_tennis.n.01', 'name': 'royal_tennis'}, {'id': 1375, 'synset': 'pallone.n.01', 'name': 'pallone'}, {'id': 1376, 'synset': 'sport.n.01', 'name': 'sport'}, {'id': 1377, 'synset': 'clasp.n.02', 'name': 'clasp'}, {'id': 1378, 'synset': 'judo.n.01', 'name': 'judo'}, {'id': 1379, 'synset': 'team_sport.n.01', 'name': 'team_sport'}, {'id': 1380, 'synset': 'last_supper.n.01', 'name': 'Last_Supper'}, {'id': 1381, 'synset': 'seder.n.01', 'name': 'Seder'}, {'id': 1382, 'synset': 'camping.n.01', 'name': 'camping'}, {'id': 1383, 'synset': 'pest.n.04', 'name': 'pest'}, {'id': 1384, 'synset': 'critter.n.01', 'name': 'critter'}, {'id': 1385, 'synset': 'creepy-crawly.n.01', 'name': 'creepy-crawly'}, {'id': 1386, 'synset': 'darter.n.02', 'name': 'darter'}, {'id': 1387, 'synset': 'peeper.n.03', 'name': 'peeper'}, {'id': 1388, 'synset': 'homeotherm.n.01', 'name': 'homeotherm'}, {'id': 1389, 'synset': 'poikilotherm.n.01', 'name': 'poikilotherm'}, {'id': 1390, 'synset': 'range_animal.n.01', 'name': 'range_animal'}, {'id': 1391, 'synset': 'scavenger.n.03', 'name': 'scavenger'}, {'id': 1392, 'synset': 'bottom-feeder.n.02', 'name': 'bottom-feeder'}, {'id': 1393, 'synset': 'bottom-feeder.n.01', 'name': 'bottom-feeder'}, {'id': 1394, 'synset': 'work_animal.n.01', 'name': 'work_animal'}, {'id': 1395, 'synset': 'beast_of_burden.n.01', 'name': 'beast_of_burden'}, {'id': 1396, 'synset': 'draft_animal.n.01', 'name': 'draft_animal'}, {'id': 1397, 'synset': 'pack_animal.n.01', 'name': 'pack_animal'}, {'id': 1398, 'synset': 'domestic_animal.n.01', 'name': 'domestic_animal'}, {'id': 1399, 'synset': 'feeder.n.01', 'name': 'feeder'}, {'id': 1400, 'synset': 'feeder.n.06', 'name': 'feeder'}, {'id': 1401, 'synset': 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'name': 'pup'}, {'id': 1419, 'synset': 'wolf_pup.n.01', 'name': 'wolf_pup'}, {'id': 1420, 'synset': 'lion_cub.n.01', 'name': 'lion_cub'}, {'id': 1421, 'synset': 'bear_cub.n.01', 'name': 'bear_cub'}, {'id': 1422, 'synset': 'tiger_cub.n.01', 'name': 'tiger_cub'}, {'id': 1423, 'synset': 'kit.n.03', 'name': 'kit'}, {'id': 1424, 'synset': 'suckling.n.03', 'name': 'suckling'}, {'id': 1425, 'synset': 'sire.n.03', 'name': 'sire'}, {'id': 1426, 'synset': 'dam.n.03', 'name': 'dam'}, {'id': 1427, 'synset': 'thoroughbred.n.03', 'name': 'thoroughbred'}, {'id': 1428, 'synset': 'giant.n.01', 'name': 'giant'}, {'id': 1429, 'synset': 'mutant.n.02', 'name': 'mutant'}, {'id': 1430, 'synset': 'carnivore.n.02', 'name': 'carnivore'}, {'id': 1431, 'synset': 'herbivore.n.01', 'name': 'herbivore'}, {'id': 1432, 'synset': 'insectivore.n.02', 'name': 'insectivore'}, {'id': 1433, 'synset': 'acrodont.n.01', 'name': 'acrodont'}, {'id': 1434, 'synset': 'pleurodont.n.01', 'name': 'pleurodont'}, {'id': 1435, 'synset': 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'herpes_simplex_1.n.01', 'name': 'herpes_simplex_1'}, {'id': 1451, 'synset': 'herpes_zoster.n.02', 'name': 'herpes_zoster'}, {'id': 1452, 'synset': 'herpes_varicella_zoster.n.01', 'name': 'herpes_varicella_zoster'}, {'id': 1453, 'synset': 'cytomegalovirus.n.01', 'name': 'cytomegalovirus'}, {'id': 1454, 'synset': 'varicella_zoster_virus.n.01', 'name': 'varicella_zoster_virus'}, {'id': 1455, 'synset': 'polyoma.n.01', 'name': 'polyoma'}, {'id': 1456, 'synset': 'lyssavirus.n.01', 'name': 'lyssavirus'}, {'id': 1457, 'synset': 'reovirus.n.01', 'name': 'reovirus'}, {'id': 1458, 'synset': 'rotavirus.n.01', 'name': 'rotavirus'}, {'id': 1459, 'synset': 'moneran.n.01', 'name': 'moneran'}, {'id': 1460, 'synset': 'archaebacteria.n.01', 'name': 'archaebacteria'}, {'id': 1461, 'synset': 'bacteroid.n.01', 'name': 'bacteroid'}, {'id': 1462, 'synset': 'bacillus_anthracis.n.01', 'name': 'Bacillus_anthracis'}, {'id': 1463, 'synset': 'yersinia_pestis.n.01', 'name': 'Yersinia_pestis'}, {'id': 1464, 'synset': 'brucella.n.01', 'name': 'Brucella'}, {'id': 1465, 'synset': 'spirillum.n.02', 'name': 'spirillum'}, {'id': 1466, 'synset': 'botulinus.n.01', 'name': 'botulinus'}, {'id': 1467, 'synset': 'clostridium_perfringens.n.01', 'name': 'clostridium_perfringens'}, {'id': 1468, 'synset': 'cyanobacteria.n.01', 'name': 'cyanobacteria'}, {'id': 1469, 'synset': 'trichodesmium.n.01', 'name': 'trichodesmium'}, {'id': 1470, 'synset': 'nitric_bacteria.n.01', 'name': 'nitric_bacteria'}, {'id': 1471, 'synset': 'spirillum.n.01', 'name': 'spirillum'}, {'id': 1472, 'synset': 'francisella.n.01', 'name': 'Francisella'}, {'id': 1473, 'synset': 'gonococcus.n.01', 'name': 'gonococcus'}, {'id': 1474, 'synset': 'corynebacterium_diphtheriae.n.01', 'name': 'Corynebacterium_diphtheriae'}, {'id': 1475, 'synset': 'enteric_bacteria.n.01', 'name': 'enteric_bacteria'}, {'id': 1476, 'synset': 'klebsiella.n.01', 'name': 'klebsiella'}, {'id': 1477, 'synset': 'salmonella_typhimurium.n.01', 'name': 'Salmonella_typhimurium'}, {'id': 1478, 'synset': 'typhoid_bacillus.n.01', 'name': 'typhoid_bacillus'}, {'id': 1479, 'synset': 'nitrate_bacterium.n.01', 'name': 'nitrate_bacterium'}, {'id': 1480, 'synset': 'nitrite_bacterium.n.01', 'name': 'nitrite_bacterium'}, {'id': 1481, 'synset': 'actinomycete.n.01', 'name': 'actinomycete'}, {'id': 1482, 'synset': 'streptomyces.n.01', 'name': 'streptomyces'}, {'id': 1483, 'synset': 'streptomyces_erythreus.n.01', 'name': 'Streptomyces_erythreus'}, {'id': 1484, 'synset': 'streptomyces_griseus.n.01', 'name': 'Streptomyces_griseus'}, {'id': 1485, 'synset': 'tubercle_bacillus.n.01', 'name': 'tubercle_bacillus'}, {'id': 1486, 'synset': 'pus-forming_bacteria.n.01', 'name': 'pus-forming_bacteria'}, {'id': 1487, 'synset': 'streptobacillus.n.01', 'name': 'streptobacillus'}, {'id': 1488, 'synset': 'myxobacteria.n.01', 'name': 'myxobacteria'}, {'id': 1489, 'synset': 'staphylococcus.n.01', 'name': 'staphylococcus'}, {'id': 1490, 'synset': 'diplococcus.n.01', 'name': 'diplococcus'}, {'id': 1491, 'synset': 'pneumococcus.n.01', 'name': 'pneumococcus'}, {'id': 1492, 'synset': 'streptococcus.n.01', 'name': 'streptococcus'}, {'id': 1493, 'synset': 'spirochete.n.01', 'name': 'spirochete'}, {'id': 1494, 'synset': 'planktonic_algae.n.01', 'name': 'planktonic_algae'}, {'id': 1495, 'synset': 'zooplankton.n.01', 'name': 'zooplankton'}, {'id': 1496, 'synset': 'parasite.n.01', 'name': 'parasite'}, {'id': 1497, 'synset': 'endoparasite.n.01', 'name': 'endoparasite'}, {'id': 1498, 'synset': 'ectoparasite.n.01', 'name': 'ectoparasite'}, {'id': 1499, 'synset': 'pathogen.n.01', 'name': 'pathogen'}, {'id': 1500, 'synset': 'commensal.n.01', 'name': 'commensal'}, {'id': 1501, 'synset': 'myrmecophile.n.01', 'name': 'myrmecophile'}, {'id': 1502, 'synset': 'protoctist.n.01', 'name': 'protoctist'}, {'id': 1503, 'synset': 'protozoan.n.01', 'name': 'protozoan'}, {'id': 1504, 'synset': 'sarcodinian.n.01', 'name': 'sarcodinian'}, {'id': 1505, 'synset': 'heliozoan.n.01', 'name': 'heliozoan'}, {'id': 1506, 'synset': 'endameba.n.01', 'name': 'endameba'}, {'id': 1507, 'synset': 'ameba.n.01', 'name': 'ameba'}, {'id': 1508, 'synset': 'globigerina.n.01', 'name': 'globigerina'}, {'id': 1509, 'synset': 'testacean.n.01', 'name': 'testacean'}, {'id': 1510, 'synset': 'arcella.n.01', 'name': 'arcella'}, {'id': 1511, 'synset': 'difflugia.n.01', 'name': 'difflugia'}, {'id': 1512, 'synset': 'ciliate.n.01', 'name': 'ciliate'}, {'id': 1513, 'synset': 'paramecium.n.01', 'name': 'paramecium'}, {'id': 1514, 'synset': 'stentor.n.03', 'name': 'stentor'}, {'id': 1515, 'synset': 'alga.n.01', 'name': 'alga'}, {'id': 1516, 'synset': 'arame.n.01', 'name': 'arame'}, {'id': 1517, 'synset': 'seagrass.n.01', 'name': 'seagrass'}, {'id': 1518, 'synset': 'golden_algae.n.01', 'name': 'golden_algae'}, {'id': 1519, 'synset': 'yellow-green_algae.n.01', 'name': 'yellow-green_algae'}, {'id': 1520, 'synset': 'brown_algae.n.01', 'name': 'brown_algae'}, {'id': 1521, 'synset': 'kelp.n.01', 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'polymastigote'}, {'id': 1538, 'synset': 'costia.n.01', 'name': 'costia'}, {'id': 1539, 'synset': 'giardia.n.01', 'name': 'giardia'}, {'id': 1540, 'synset': 'cryptomonad.n.01', 'name': 'cryptomonad'}, {'id': 1541, 'synset': 'sporozoan.n.01', 'name': 'sporozoan'}, {'id': 1542, 'synset': 'sporozoite.n.01', 'name': 'sporozoite'}, {'id': 1543, 'synset': 'trophozoite.n.01', 'name': 'trophozoite'}, {'id': 1544, 'synset': 'merozoite.n.01', 'name': 'merozoite'}, {'id': 1545, 'synset': 'coccidium.n.01', 'name': 'coccidium'}, {'id': 1546, 'synset': 'gregarine.n.01', 'name': 'gregarine'}, {'id': 1547, 'synset': 'plasmodium.n.02', 'name': 'plasmodium'}, {'id': 1548, 'synset': 'leucocytozoan.n.01', 'name': 'leucocytozoan'}, {'id': 1549, 'synset': 'microsporidian.n.01', 'name': 'microsporidian'}, {'id': 1550, 'synset': 'ostariophysi.n.01', 'name': 'Ostariophysi'}, {'id': 1551, 'synset': 'cypriniform_fish.n.01', 'name': 'cypriniform_fish'}, {'id': 1552, 'synset': 'loach.n.01', 'name': 'loach'}, {'id': 1553, 'synset': 'cyprinid.n.01', 'name': 'cyprinid'}, {'id': 1554, 'synset': 'carp.n.02', 'name': 'carp'}, {'id': 1555, 'synset': 'domestic_carp.n.01', 'name': 'domestic_carp'}, {'id': 1556, 'synset': 'leather_carp.n.01', 'name': 'leather_carp'}, {'id': 1557, 'synset': 'mirror_carp.n.01', 'name': 'mirror_carp'}, {'id': 1558, 'synset': 'european_bream.n.01', 'name': 'European_bream'}, {'id': 1559, 'synset': 'tench.n.01', 'name': 'tench'}, {'id': 1560, 'synset': 'dace.n.01', 'name': 'dace'}, {'id': 1561, 'synset': 'chub.n.01', 'name': 'chub'}, {'id': 1562, 'synset': 'shiner.n.04', 'name': 'shiner'}, {'id': 1563, 'synset': 'common_shiner.n.01', 'name': 'common_shiner'}, {'id': 1564, 'synset': 'roach.n.05', 'name': 'roach'}, {'id': 1565, 'synset': 'rudd.n.01', 'name': 'rudd'}, {'id': 1566, 'synset': 'minnow.n.01', 'name': 'minnow'}, {'id': 1567, 'synset': 'gudgeon.n.02', 'name': 'gudgeon'}, {'id': 1568, 'synset': 'crucian_carp.n.01', 'name': 'crucian_carp'}, {'id': 1569, 'synset': 'electric_eel.n.01', 'name': 'electric_eel'}, {'id': 1570, 'synset': 'catostomid.n.01', 'name': 'catostomid'}, {'id': 1571, 'synset': 'buffalo_fish.n.01', 'name': 'buffalo_fish'}, {'id': 1572, 'synset': 'black_buffalo.n.01', 'name': 'black_buffalo'}, {'id': 1573, 'synset': 'hog_sucker.n.01', 'name': 'hog_sucker'}, {'id': 1574, 'synset': 'redhorse.n.01', 'name': 'redhorse'}, {'id': 1575, 'synset': 'cyprinodont.n.01', 'name': 'cyprinodont'}, {'id': 1576, 'synset': 'killifish.n.01', 'name': 'killifish'}, {'id': 1577, 'synset': 'mummichog.n.01', 'name': 'mummichog'}, {'id': 1578, 'synset': 'striped_killifish.n.01', 'name': 'striped_killifish'}, {'id': 1579, 'synset': 'rivulus.n.01', 'name': 'rivulus'}, {'id': 1580, 'synset': 'flagfish.n.01', 'name': 'flagfish'}, {'id': 1581, 'synset': 'swordtail.n.01', 'name': 'swordtail'}, {'id': 1582, 'synset': 'guppy.n.01', 'name': 'guppy'}, {'id': 1583, 'synset': 'topminnow.n.01', 'name': 'topminnow'}, {'id': 1584, 'synset': 'mosquitofish.n.01', 'name': 'mosquitofish'}, {'id': 1585, 'synset': 'platy.n.01', 'name': 'platy'}, {'id': 1586, 'synset': 'mollie.n.01', 'name': 'mollie'}, {'id': 1587, 'synset': 'squirrelfish.n.02', 'name': 'squirrelfish'}, {'id': 1588, 'synset': 'reef_squirrelfish.n.01', 'name': 'reef_squirrelfish'}, {'id': 1589, 'synset': 'deepwater_squirrelfish.n.01', 'name': 'deepwater_squirrelfish'}, {'id': 1590, 'synset': 'holocentrus_ascensionis.n.01', 'name': 'Holocentrus_ascensionis'}, {'id': 1591, 'synset': 'soldierfish.n.01', 'name': 'soldierfish'}, {'id': 1592, 'synset': 'anomalops.n.01', 'name': 'anomalops'}, {'id': 1593, 'synset': 'flashlight_fish.n.01', 'name': 'flashlight_fish'}, {'id': 1594, 'synset': 'john_dory.n.01', 'name': 'John_Dory'}, {'id': 1595, 'synset': 'boarfish.n.02', 'name': 'boarfish'}, {'id': 1596, 'synset': 'boarfish.n.01', 'name': 'boarfish'}, {'id': 1597, 'synset': 'cornetfish.n.01', 'name': 'cornetfish'}, {'id': 1598, 'synset': 'stickleback.n.01', 'name': 'stickleback'}, {'id': 1599, 'synset': 'three-spined_stickleback.n.01', 'name': 'three-spined_stickleback'}, {'id': 1600, 'synset': 'ten-spined_stickleback.n.01', 'name': 'ten-spined_stickleback'}, {'id': 1601, 'synset': 'pipefish.n.01', 'name': 'pipefish'}, {'id': 1602, 'synset': 'dwarf_pipefish.n.01', 'name': 'dwarf_pipefish'}, {'id': 1603, 'synset': 'deepwater_pipefish.n.01', 'name': 'deepwater_pipefish'}, {'id': 1604, 'synset': 'snipefish.n.01', 'name': 'snipefish'}, {'id': 1605, 'synset': 'shrimpfish.n.01', 'name': 'shrimpfish'}, {'id': 1606, 'synset': 'trumpetfish.n.01', 'name': 'trumpetfish'}, {'id': 1607, 'synset': 'pellicle.n.01', 'name': 'pellicle'}, {'id': 1608, 'synset': 'embryo.n.02', 'name': 'embryo'}, {'id': 1609, 'synset': 'fetus.n.01', 'name': 'fetus'}, {'id': 1610, 'synset': 'abortus.n.01', 'name': 'abortus'}, {'id': 1611, 'synset': 'spawn.n.01', 'name': 'spawn'}, {'id': 1612, 'synset': 'blastula.n.01', 'name': 'blastula'}, {'id': 1613, 'synset': 'blastocyst.n.01', 'name': 'blastocyst'}, {'id': 1614, 'synset': 'gastrula.n.01', 'name': 'gastrula'}, {'id': 1615, 'synset': 'morula.n.01', 'name': 'morula'}, {'id': 1616, 'synset': 'yolk.n.02', 'name': 'yolk'}, {'id': 1617, 'synset': 'chordate.n.01', 'name': 'chordate'}, {'id': 1618, 'synset': 'cephalochordate.n.01', 'name': 'cephalochordate'}, {'id': 1619, 'synset': 'lancelet.n.01', 'name': 'lancelet'}, {'id': 1620, 'synset': 'tunicate.n.01', 'name': 'tunicate'}, {'id': 1621, 'synset': 'ascidian.n.01', 'name': 'ascidian'}, {'id': 1622, 'synset': 'sea_squirt.n.01', 'name': 'sea_squirt'}, {'id': 1623, 'synset': 'salp.n.01', 'name': 'salp'}, {'id': 1624, 'synset': 'doliolum.n.01', 'name': 'doliolum'}, {'id': 1625, 'synset': 'larvacean.n.01', 'name': 'larvacean'}, {'id': 1626, 'synset': 'appendicularia.n.01', 'name': 'appendicularia'}, {'id': 1627, 'synset': 'ascidian_tadpole.n.01', 'name': 'ascidian_tadpole'}, {'id': 1628, 'synset': 'vertebrate.n.01', 'name': 'vertebrate'}, {'id': 1629, 'synset': 'amniota.n.01', 'name': 'Amniota'}, {'id': 1630, 'synset': 'amniote.n.01', 'name': 'amniote'}, {'id': 1631, 'synset': 'aquatic_vertebrate.n.01', 'name': 'aquatic_vertebrate'}, {'id': 1632, 'synset': 'jawless_vertebrate.n.01', 'name': 'jawless_vertebrate'}, {'id': 1633, 'synset': 'ostracoderm.n.01', 'name': 'ostracoderm'}, {'id': 1634, 'synset': 'heterostracan.n.01', 'name': 'heterostracan'}, {'id': 1635, 'synset': 'anaspid.n.01', 'name': 'anaspid'}, {'id': 1636, 'synset': 'conodont.n.02', 'name': 'conodont'}, {'id': 1637, 'synset': 'cyclostome.n.01', 'name': 'cyclostome'}, {'id': 1638, 'synset': 'lamprey.n.01', 'name': 'lamprey'}, {'id': 1639, 'synset': 'sea_lamprey.n.01', 'name': 'sea_lamprey'}, {'id': 1640, 'synset': 'hagfish.n.01', 'name': 'hagfish'}, {'id': 1641, 'synset': 'myxine_glutinosa.n.01', 'name': 'Myxine_glutinosa'}, {'id': 1642, 'synset': 'eptatretus.n.01', 'name': 'eptatretus'}, {'id': 1643, 'synset': 'gnathostome.n.01', 'name': 'gnathostome'}, {'id': 1644, 'synset': 'placoderm.n.01', 'name': 'placoderm'}, {'id': 1645, 'synset': 'cartilaginous_fish.n.01', 'name': 'cartilaginous_fish'}, {'id': 1646, 'synset': 'holocephalan.n.01', 'name': 'holocephalan'}, {'id': 1647, 'synset': 'chimaera.n.03', 'name': 'chimaera'}, {'id': 1648, 'synset': 'rabbitfish.n.01', 'name': 'rabbitfish'}, {'id': 1649, 'synset': 'elasmobranch.n.01', 'name': 'elasmobranch'}, {'id': 1650, 'synset': 'cow_shark.n.01', 'name': 'cow_shark'}, {'id': 1651, 'synset': 'mackerel_shark.n.01', 'name': 'mackerel_shark'}, {'id': 1652, 'synset': 'porbeagle.n.01', 'name': 'porbeagle'}, {'id': 1653, 'synset': 'mako.n.01', 'name': 'mako'}, {'id': 1654, 'synset': 'shortfin_mako.n.01', 'name': 'shortfin_mako'}, {'id': 1655, 'synset': 'longfin_mako.n.01', 'name': 'longfin_mako'}, {'id': 1656, 'synset': 'bonito_shark.n.01', 'name': 'bonito_shark'}, {'id': 1657, 'synset': 'great_white_shark.n.01', 'name': 'great_white_shark'}, {'id': 1658, 'synset': 'basking_shark.n.01', 'name': 'basking_shark'}, {'id': 1659, 'synset': 'thresher.n.02', 'name': 'thresher'}, {'id': 1660, 'synset': 'carpet_shark.n.01', 'name': 'carpet_shark'}, {'id': 1661, 'synset': 'nurse_shark.n.01', 'name': 'nurse_shark'}, {'id': 1662, 'synset': 'sand_tiger.n.01', 'name': 'sand_tiger'}, {'id': 1663, 'synset': 'whale_shark.n.01', 'name': 'whale_shark'}, {'id': 1664, 'synset': 'requiem_shark.n.01', 'name': 'requiem_shark'}, {'id': 1665, 'synset': 'bull_shark.n.01', 'name': 'bull_shark'}, {'id': 1666, 'synset': 'sandbar_shark.n.02', 'name': 'sandbar_shark'}, {'id': 1667, 'synset': 'blacktip_shark.n.01', 'name': 'blacktip_shark'}, {'id': 1668, 'synset': 'whitetip_shark.n.02', 'name': 'whitetip_shark'}, {'id': 1669, 'synset': 'dusky_shark.n.01', 'name': 'dusky_shark'}, {'id': 1670, 'synset': 'lemon_shark.n.01', 'name': 'lemon_shark'}, {'id': 1671, 'synset': 'blue_shark.n.01', 'name': 'blue_shark'}, {'id': 1672, 'synset': 'tiger_shark.n.01', 'name': 'tiger_shark'}, {'id': 1673, 'synset': 'soupfin_shark.n.01', 'name': 'soupfin_shark'}, {'id': 1674, 'synset': 'dogfish.n.02', 'name': 'dogfish'}, {'id': 1675, 'synset': 'smooth_dogfish.n.01', 'name': 'smooth_dogfish'}, {'id': 1676, 'synset': 'smoothhound.n.01', 'name': 'smoothhound'}, {'id': 1677, 'synset': 'american_smooth_dogfish.n.01', 'name': 'American_smooth_dogfish'}, {'id': 1678, 'synset': 'florida_smoothhound.n.01', 'name': 'Florida_smoothhound'}, {'id': 1679, 'synset': 'whitetip_shark.n.01', 'name': 'whitetip_shark'}, {'id': 1680, 'synset': 'spiny_dogfish.n.01', 'name': 'spiny_dogfish'}, {'id': 1681, 'synset': 'atlantic_spiny_dogfish.n.01', 'name': 'Atlantic_spiny_dogfish'}, {'id': 1682, 'synset': 'pacific_spiny_dogfish.n.01', 'name': 'Pacific_spiny_dogfish'}, {'id': 1683, 'synset': 'hammerhead.n.03', 'name': 'hammerhead'}, {'id': 1684, 'synset': 'smooth_hammerhead.n.01', 'name': 'smooth_hammerhead'}, {'id': 1685, 'synset': 'smalleye_hammerhead.n.01', 'name': 'smalleye_hammerhead'}, {'id': 1686, 'synset': 'shovelhead.n.01', 'name': 'shovelhead'}, {'id': 1687, 'synset': 'angel_shark.n.01', 'name': 'angel_shark'}, {'id': 1688, 'synset': 'ray.n.07', 'name': 'ray'}, {'id': 1689, 'synset': 'electric_ray.n.01', 'name': 'electric_ray'}, {'id': 1690, 'synset': 'sawfish.n.01', 'name': 'sawfish'}, {'id': 1691, 'synset': 'smalltooth_sawfish.n.01', 'name': 'smalltooth_sawfish'}, {'id': 1692, 'synset': 'guitarfish.n.01', 'name': 'guitarfish'}, {'id': 1693, 'synset': 'stingray.n.01', 'name': 'stingray'}, {'id': 1694, 'synset': 'roughtail_stingray.n.01', 'name': 'roughtail_stingray'}, {'id': 1695, 'synset': 'butterfly_ray.n.01', 'name': 'butterfly_ray'}, {'id': 1696, 'synset': 'eagle_ray.n.01', 'name': 'eagle_ray'}, {'id': 1697, 'synset': 'spotted_eagle_ray.n.01', 'name': 'spotted_eagle_ray'}, {'id': 1698, 'synset': 'cownose_ray.n.01', 'name': 'cownose_ray'}, {'id': 1699, 'synset': 'manta.n.02', 'name': 'manta'}, {'id': 1700, 'synset': 'atlantic_manta.n.01', 'name': 'Atlantic_manta'}, {'id': 1701, 'synset': 'devil_ray.n.01', 'name': 'devil_ray'}, {'id': 1702, 'synset': 'skate.n.02', 'name': 'skate'}, {'id': 1703, 'synset': 'grey_skate.n.01', 'name': 'grey_skate'}, {'id': 1704, 'synset': 'little_skate.n.01', 'name': 'little_skate'}, {'id': 1705, 'synset': 'thorny_skate.n.01', 'name': 'thorny_skate'}, {'id': 1706, 'synset': 'barndoor_skate.n.01', 'name': 'barndoor_skate'}, {'id': 1707, 'synset': 'dickeybird.n.01', 'name': 'dickeybird'}, {'id': 1708, 'synset': 'fledgling.n.02', 'name': 'fledgling'}, {'id': 1709, 'synset': 'nestling.n.01', 'name': 'nestling'}, {'id': 1710, 'synset': 'cock.n.05', 'name': 'cock'}, {'id': 1711, 'synset': 'gamecock.n.01', 'name': 'gamecock'}, {'id': 1712, 'synset': 'hen.n.02', 'name': 'hen'}, {'id': 1713, 'synset': 'nester.n.02', 'name': 'nester'}, {'id': 1714, 'synset': 'night_bird.n.01', 'name': 'night_bird'}, {'id': 1715, 'synset': 'night_raven.n.02', 'name': 'night_raven'}, {'id': 1716, 'synset': 'bird_of_passage.n.02', 'name': 'bird_of_passage'}, {'id': 1717, 'synset': 'archaeopteryx.n.01', 'name': 'archaeopteryx'}, {'id': 1718, 'synset': 'archaeornis.n.01', 'name': 'archaeornis'}, {'id': 1719, 'synset': 'ratite.n.01', 'name': 'ratite'}, {'id': 1720, 'synset': 'carinate.n.01', 'name': 'carinate'}, {'id': 1721, 'synset': 'cassowary.n.01', 'name': 'cassowary'}, {'id': 1722, 'synset': 'emu.n.02', 'name': 'emu'}, {'id': 1723, 'synset': 'kiwi.n.04', 'name': 'kiwi'}, {'id': 1724, 'synset': 'rhea.n.03', 'name': 'rhea'}, {'id': 1725, 'synset': 'rhea.n.02', 'name': 'rhea'}, {'id': 1726, 'synset': 'elephant_bird.n.01', 'name': 'elephant_bird'}, {'id': 1727, 'synset': 'moa.n.01', 'name': 'moa'}, {'id': 1728, 'synset': 'passerine.n.01', 'name': 'passerine'}, {'id': 1729, 'synset': 'nonpasserine_bird.n.01', 'name': 'nonpasserine_bird'}, {'id': 1730, 'synset': 'oscine.n.01', 'name': 'oscine'}, {'id': 1731, 'synset': 'songbird.n.01', 'name': 'songbird'}, {'id': 1732, 'synset': 'honey_eater.n.01', 'name': 'honey_eater'}, {'id': 1733, 'synset': 'accentor.n.01', 'name': 'accentor'}, {'id': 1734, 'synset': 'hedge_sparrow.n.01', 'name': 'hedge_sparrow'}, {'id': 1735, 'synset': 'lark.n.03', 'name': 'lark'}, {'id': 1736, 'synset': 'skylark.n.01', 'name': 'skylark'}, {'id': 1737, 'synset': 'wagtail.n.01', 'name': 'wagtail'}, {'id': 1738, 'synset': 'pipit.n.01', 'name': 'pipit'}, {'id': 1739, 'synset': 'meadow_pipit.n.01', 'name': 'meadow_pipit'}, {'id': 1740, 'synset': 'finch.n.01', 'name': 'finch'}, {'id': 1741, 'synset': 'chaffinch.n.01', 'name': 'chaffinch'}, {'id': 1742, 'synset': 'brambling.n.01', 'name': 'brambling'}, {'id': 1743, 'synset': 'goldfinch.n.02', 'name': 'goldfinch'}, {'id': 1744, 'synset': 'linnet.n.02', 'name': 'linnet'}, {'id': 1745, 'synset': 'siskin.n.01', 'name': 'siskin'}, {'id': 1746, 'synset': 'red_siskin.n.01', 'name': 'red_siskin'}, {'id': 1747, 'synset': 'redpoll.n.02', 'name': 'redpoll'}, {'id': 1748, 'synset': 'redpoll.n.01', 'name': 'redpoll'}, {'id': 1749, 'synset': 'new_world_goldfinch.n.01', 'name': 'New_World_goldfinch'}, {'id': 1750, 'synset': 'pine_siskin.n.01', 'name': 'pine_siskin'}, {'id': 1751, 'synset': 'house_finch.n.01', 'name': 'house_finch'}, {'id': 1752, 'synset': 'purple_finch.n.01', 'name': 'purple_finch'}, {'id': 1753, 'synset': 'canary.n.04', 'name': 'canary'}, {'id': 1754, 'synset': 'common_canary.n.01', 'name': 'common_canary'}, {'id': 1755, 'synset': 'serin.n.01', 'name': 'serin'}, {'id': 1756, 'synset': 'crossbill.n.01', 'name': 'crossbill'}, {'id': 1757, 'synset': 'bullfinch.n.02', 'name': 'bullfinch'}, {'id': 1758, 'synset': 'junco.n.01', 'name': 'junco'}, {'id': 1759, 'synset': 'dark-eyed_junco.n.01', 'name': 'dark-eyed_junco'}, {'id': 1760, 'synset': 'new_world_sparrow.n.01', 'name': 'New_World_sparrow'}, {'id': 1761, 'synset': 'vesper_sparrow.n.01', 'name': 'vesper_sparrow'}, {'id': 1762, 'synset': 'white-throated_sparrow.n.01', 'name': 'white-throated_sparrow'}, {'id': 1763, 'synset': 'white-crowned_sparrow.n.01', 'name': 'white-crowned_sparrow'}, {'id': 1764, 'synset': 'chipping_sparrow.n.01', 'name': 'chipping_sparrow'}, {'id': 1765, 'synset': 'field_sparrow.n.01', 'name': 'field_sparrow'}, {'id': 1766, 'synset': 'tree_sparrow.n.02', 'name': 'tree_sparrow'}, {'id': 1767, 'synset': 'song_sparrow.n.01', 'name': 'song_sparrow'}, {'id': 1768, 'synset': 'swamp_sparrow.n.01', 'name': 'swamp_sparrow'}, {'id': 1769, 'synset': 'bunting.n.02', 'name': 'bunting'}, {'id': 1770, 'synset': 'indigo_bunting.n.01', 'name': 'indigo_bunting'}, {'id': 1771, 'synset': 'ortolan.n.01', 'name': 'ortolan'}, {'id': 1772, 'synset': 'reed_bunting.n.01', 'name': 'reed_bunting'}, {'id': 1773, 'synset': 'yellowhammer.n.02', 'name': 'yellowhammer'}, {'id': 1774, 'synset': 'yellow-breasted_bunting.n.01', 'name': 'yellow-breasted_bunting'}, {'id': 1775, 'synset': 'snow_bunting.n.01', 'name': 'snow_bunting'}, {'id': 1776, 'synset': 'honeycreeper.n.02', 'name': 'honeycreeper'}, {'id': 1777, 'synset': 'banana_quit.n.01', 'name': 'banana_quit'}, {'id': 1778, 'synset': 'sparrow.n.01', 'name': 'sparrow'}, {'id': 1779, 'synset': 'english_sparrow.n.01', 'name': 'English_sparrow'}, {'id': 1780, 'synset': 'tree_sparrow.n.01', 'name': 'tree_sparrow'}, {'id': 1781, 'synset': 'grosbeak.n.01', 'name': 'grosbeak'}, {'id': 1782, 'synset': 'evening_grosbeak.n.01', 'name': 'evening_grosbeak'}, {'id': 1783, 'synset': 'hawfinch.n.01', 'name': 'hawfinch'}, {'id': 1784, 'synset': 'pine_grosbeak.n.01', 'name': 'pine_grosbeak'}, {'id': 1785, 'synset': 'cardinal.n.04', 'name': 'cardinal'}, {'id': 1786, 'synset': 'pyrrhuloxia.n.01', 'name': 'pyrrhuloxia'}, {'id': 1787, 'synset': 'towhee.n.01', 'name': 'towhee'}, {'id': 1788, 'synset': 'chewink.n.01', 'name': 'chewink'}, {'id': 1789, 'synset': 'green-tailed_towhee.n.01', 'name': 'green-tailed_towhee'}, {'id': 1790, 'synset': 'weaver.n.02', 'name': 'weaver'}, {'id': 1791, 'synset': 'baya.n.01', 'name': 'baya'}, {'id': 1792, 'synset': 'whydah.n.01', 'name': 'whydah'}, {'id': 1793, 'synset': 'java_sparrow.n.01', 'name': 'Java_sparrow'}, {'id': 1794, 'synset': 'avadavat.n.01', 'name': 'avadavat'}, {'id': 1795, 'synset': 'grassfinch.n.01', 'name': 'grassfinch'}, {'id': 1796, 'synset': 'zebra_finch.n.01', 'name': 'zebra_finch'}, {'id': 1797, 'synset': 'honeycreeper.n.01', 'name': 'honeycreeper'}, {'id': 1798, 'synset': 'lyrebird.n.01', 'name': 'lyrebird'}, {'id': 1799, 'synset': 'scrubbird.n.01', 'name': 'scrubbird'}, {'id': 1800, 'synset': 'broadbill.n.04', 'name': 'broadbill'}, {'id': 1801, 'synset': 'tyrannid.n.01', 'name': 'tyrannid'}, {'id': 1802, 'synset': 'new_world_flycatcher.n.01', 'name': 'New_World_flycatcher'}, {'id': 1803, 'synset': 'kingbird.n.01', 'name': 'kingbird'}, {'id': 1804, 'synset': 'arkansas_kingbird.n.01', 'name': 'Arkansas_kingbird'}, {'id': 1805, 'synset': "cassin's_kingbird.n.01", 'name': "Cassin's_kingbird"}, {'id': 1806, 'synset': 'eastern_kingbird.n.01', 'name': 'eastern_kingbird'}, {'id': 1807, 'synset': 'grey_kingbird.n.01', 'name': 'grey_kingbird'}, {'id': 1808, 'synset': 'pewee.n.01', 'name': 'pewee'}, {'id': 1809, 'synset': 'western_wood_pewee.n.01', 'name': 'western_wood_pewee'}, {'id': 1810, 'synset': 'phoebe.n.03', 'name': 'phoebe'}, {'id': 1811, 'synset': 'vermillion_flycatcher.n.01', 'name': 'vermillion_flycatcher'}, {'id': 1812, 'synset': 'cotinga.n.01', 'name': 'cotinga'}, {'id': 1813, 'synset': 'cock_of_the_rock.n.02', 'name': 'cock_of_the_rock'}, {'id': 1814, 'synset': 'cock_of_the_rock.n.01', 'name': 'cock_of_the_rock'}, {'id': 1815, 'synset': 'manakin.n.03', 'name': 'manakin'}, {'id': 1816, 'synset': 'bellbird.n.01', 'name': 'bellbird'}, {'id': 1817, 'synset': 'umbrella_bird.n.01', 'name': 'umbrella_bird'}, {'id': 1818, 'synset': 'ovenbird.n.02', 'name': 'ovenbird'}, {'id': 1819, 'synset': 'antbird.n.01', 'name': 'antbird'}, {'id': 1820, 'synset': 'ant_thrush.n.01', 'name': 'ant_thrush'}, {'id': 1821, 'synset': 'ant_shrike.n.01', 'name': 'ant_shrike'}, {'id': 1822, 'synset': 'spotted_antbird.n.01', 'name': 'spotted_antbird'}, {'id': 1823, 'synset': 'woodhewer.n.01', 'name': 'woodhewer'}, {'id': 1824, 'synset': 'pitta.n.01', 'name': 'pitta'}, {'id': 1825, 'synset': 'scissortail.n.01', 'name': 'scissortail'}, {'id': 1826, 'synset': 'old_world_flycatcher.n.01', 'name': 'Old_World_flycatcher'}, {'id': 1827, 'synset': 'spotted_flycatcher.n.01', 'name': 'spotted_flycatcher'}, {'id': 1828, 'synset': 'thickhead.n.01', 'name': 'thickhead'}, {'id': 1829, 'synset': 'thrush.n.03', 'name': 'thrush'}, {'id': 1830, 'synset': 'missel_thrush.n.01', 'name': 'missel_thrush'}, {'id': 1831, 'synset': 'song_thrush.n.01', 'name': 'song_thrush'}, {'id': 1832, 'synset': 'fieldfare.n.01', 'name': 'fieldfare'}, {'id': 1833, 'synset': 'redwing.n.02', 'name': 'redwing'}, {'id': 1834, 'synset': 'blackbird.n.02', 'name': 'blackbird'}, {'id': 1835, 'synset': 'ring_ouzel.n.01', 'name': 'ring_ouzel'}, {'id': 1836, 'synset': 'robin.n.02', 'name': 'robin'}, {'id': 1837, 'synset': 'clay-colored_robin.n.01', 'name': 'clay-colored_robin'}, {'id': 1838, 'synset': 'hermit_thrush.n.01', 'name': 'hermit_thrush'}, {'id': 1839, 'synset': 'veery.n.01', 'name': 'veery'}, {'id': 1840, 'synset': 'wood_thrush.n.01', 'name': 'wood_thrush'}, {'id': 1841, 'synset': 'nightingale.n.01', 'name': 'nightingale'}, {'id': 1842, 'synset': 'thrush_nightingale.n.01', 'name': 'thrush_nightingale'}, {'id': 1843, 'synset': 'bulbul.n.01', 'name': 'bulbul'}, {'id': 1844, 'synset': 'old_world_chat.n.01', 'name': 'Old_World_chat'}, {'id': 1845, 'synset': 'stonechat.n.01', 'name': 'stonechat'}, {'id': 1846, 'synset': 'whinchat.n.01', 'name': 'whinchat'}, {'id': 1847, 'synset': 'solitaire.n.03', 'name': 'solitaire'}, {'id': 1848, 'synset': 'redstart.n.02', 'name': 'redstart'}, {'id': 1849, 'synset': 'wheatear.n.01', 'name': 'wheatear'}, {'id': 1850, 'synset': 'bluebird.n.02', 'name': 'bluebird'}, {'id': 1851, 'synset': 'robin.n.01', 'name': 'robin'}, {'id': 1852, 'synset': 'bluethroat.n.01', 'name': 'bluethroat'}, {'id': 1853, 'synset': 'warbler.n.02', 'name': 'warbler'}, {'id': 1854, 'synset': 'gnatcatcher.n.01', 'name': 'gnatcatcher'}, {'id': 1855, 'synset': 'kinglet.n.01', 'name': 'kinglet'}, {'id': 1856, 'synset': 'goldcrest.n.01', 'name': 'goldcrest'}, {'id': 1857, 'synset': 'gold-crowned_kinglet.n.01', 'name': 'gold-crowned_kinglet'}, {'id': 1858, 'synset': 'ruby-crowned_kinglet.n.01', 'name': 'ruby-crowned_kinglet'}, {'id': 1859, 'synset': 'old_world_warbler.n.01', 'name': 'Old_World_warbler'}, {'id': 1860, 'synset': 'blackcap.n.04', 'name': 'blackcap'}, {'id': 1861, 'synset': 'greater_whitethroat.n.01', 'name': 'greater_whitethroat'}, {'id': 1862, 'synset': 'lesser_whitethroat.n.01', 'name': 'lesser_whitethroat'}, {'id': 1863, 'synset': 'wood_warbler.n.02', 'name': 'wood_warbler'}, {'id': 1864, 'synset': 'sedge_warbler.n.01', 'name': 'sedge_warbler'}, {'id': 1865, 'synset': 'wren_warbler.n.01', 'name': 'wren_warbler'}, {'id': 1866, 'synset': 'tailorbird.n.01', 'name': 'tailorbird'}, {'id': 1867, 'synset': 'babbler.n.02', 'name': 'babbler'}, {'id': 1868, 'synset': 'new_world_warbler.n.01', 'name': 'New_World_warbler'}, {'id': 1869, 'synset': 'parula_warbler.n.01', 'name': 'parula_warbler'}, {'id': 1870, 'synset': "wilson's_warbler.n.01", 'name': "Wilson's_warbler"}, {'id': 1871, 'synset': 'flycatching_warbler.n.01', 'name': 'flycatching_warbler'}, {'id': 1872, 'synset': 'american_redstart.n.01', 'name': 'American_redstart'}, {'id': 1873, 'synset': 'cape_may_warbler.n.01', 'name': 'Cape_May_warbler'}, {'id': 1874, 'synset': 'yellow_warbler.n.01', 'name': 'yellow_warbler'}, {'id': 1875, 'synset': 'blackburn.n.01', 'name': 'Blackburn'}, {'id': 1876, 'synset': "audubon's_warbler.n.01", 'name': "Audubon's_warbler"}, {'id': 1877, 'synset': 'myrtle_warbler.n.01', 'name': 'myrtle_warbler'}, {'id': 1878, 'synset': 'blackpoll.n.01', 'name': 'blackpoll'}, {'id': 1879, 'synset': 'new_world_chat.n.01', 'name': 'New_World_chat'}, {'id': 1880, 'synset': 'yellow-breasted_chat.n.01', 'name': 'yellow-breasted_chat'}, {'id': 1881, 'synset': 'ovenbird.n.01', 'name': 'ovenbird'}, {'id': 1882, 'synset': 'water_thrush.n.01', 'name': 'water_thrush'}, {'id': 1883, 'synset': 'yellowthroat.n.01', 'name': 'yellowthroat'}, {'id': 1884, 'synset': 'common_yellowthroat.n.01', 'name': 'common_yellowthroat'}, {'id': 1885, 'synset': 'riflebird.n.01', 'name': 'riflebird'}, {'id': 1886, 'synset': 'new_world_oriole.n.01', 'name': 'New_World_oriole'}, {'id': 1887, 'synset': 'northern_oriole.n.01', 'name': 'northern_oriole'}, {'id': 1888, 'synset': 'baltimore_oriole.n.01', 'name': 'Baltimore_oriole'}, {'id': 1889, 'synset': "bullock's_oriole.n.01", 'name': "Bullock's_oriole"}, {'id': 1890, 'synset': 'orchard_oriole.n.01', 'name': 'orchard_oriole'}, {'id': 1891, 'synset': 'meadowlark.n.01', 'name': 'meadowlark'}, {'id': 1892, 'synset': 'eastern_meadowlark.n.01', 'name': 'eastern_meadowlark'}, {'id': 1893, 'synset': 'western_meadowlark.n.01', 'name': 'western_meadowlark'}, {'id': 1894, 'synset': 'cacique.n.01', 'name': 'cacique'}, {'id': 1895, 'synset': 'bobolink.n.01', 'name': 'bobolink'}, {'id': 1896, 'synset': 'new_world_blackbird.n.01', 'name': 'New_World_blackbird'}, {'id': 1897, 'synset': 'grackle.n.02', 'name': 'grackle'}, {'id': 1898, 'synset': 'purple_grackle.n.01', 'name': 'purple_grackle'}, {'id': 1899, 'synset': 'rusty_blackbird.n.01', 'name': 'rusty_blackbird'}, {'id': 1900, 'synset': 'cowbird.n.01', 'name': 'cowbird'}, {'id': 1901, 'synset': 'red-winged_blackbird.n.01', 'name': 'red-winged_blackbird'}, {'id': 1902, 'synset': 'old_world_oriole.n.01', 'name': 'Old_World_oriole'}, {'id': 1903, 'synset': 'golden_oriole.n.01', 'name': 'golden_oriole'}, {'id': 1904, 'synset': 'fig-bird.n.01', 'name': 'fig-bird'}, {'id': 1905, 'synset': 'starling.n.01', 'name': 'starling'}, {'id': 1906, 'synset': 'common_starling.n.01', 'name': 'common_starling'}, {'id': 1907, 'synset': 'rose-colored_starling.n.01', 'name': 'rose-colored_starling'}, {'id': 1908, 'synset': 'myna.n.01', 'name': 'myna'}, {'id': 1909, 'synset': 'crested_myna.n.01', 'name': 'crested_myna'}, {'id': 1910, 'synset': 'hill_myna.n.01', 'name': 'hill_myna'}, {'id': 1911, 'synset': 'corvine_bird.n.01', 'name': 'corvine_bird'}, {'id': 1912, 'synset': 'american_crow.n.01', 'name': 'American_crow'}, {'id': 1913, 'synset': 'raven.n.01', 'name': 'raven'}, {'id': 1914, 'synset': 'rook.n.02', 'name': 'rook'}, {'id': 1915, 'synset': 'jackdaw.n.01', 'name': 'jackdaw'}, {'id': 1916, 'synset': 'chough.n.01', 'name': 'chough'}, {'id': 1917, 'synset': 'jay.n.02', 'name': 'jay'}, {'id': 1918, 'synset': 'old_world_jay.n.01', 'name': 'Old_World_jay'}, {'id': 1919, 'synset': 'common_european_jay.n.01', 'name': 'common_European_jay'}, {'id': 1920, 'synset': 'new_world_jay.n.01', 'name': 'New_World_jay'}, {'id': 1921, 'synset': 'blue_jay.n.01', 'name': 'blue_jay'}, {'id': 1922, 'synset': 'canada_jay.n.01', 'name': 'Canada_jay'}, {'id': 1923, 'synset': 'rocky_mountain_jay.n.01', 'name': 'Rocky_Mountain_jay'}, {'id': 1924, 'synset': 'nutcracker.n.03', 'name': 'nutcracker'}, {'id': 1925, 'synset': 'common_nutcracker.n.01', 'name': 'common_nutcracker'}, {'id': 1926, 'synset': "clark's_nutcracker.n.01", 'name': "Clark's_nutcracker"}, {'id': 1927, 'synset': 'magpie.n.01', 'name': 'magpie'}, {'id': 1928, 'synset': 'european_magpie.n.01', 'name': 'European_magpie'}, {'id': 1929, 'synset': 'american_magpie.n.01', 'name': 'American_magpie'}, {'id': 1930, 'synset': 'australian_magpie.n.01', 'name': 'Australian_magpie'}, {'id': 1931, 'synset': 'butcherbird.n.02', 'name': 'butcherbird'}, {'id': 1932, 'synset': 'currawong.n.01', 'name': 'currawong'}, {'id': 1933, 'synset': 'piping_crow.n.01', 'name': 'piping_crow'}, {'id': 1934, 'synset': 'wren.n.02', 'name': 'wren'}, {'id': 1935, 'synset': 'winter_wren.n.01', 'name': 'winter_wren'}, {'id': 1936, 'synset': 'house_wren.n.01', 'name': 'house_wren'}, {'id': 1937, 'synset': 'marsh_wren.n.01', 'name': 'marsh_wren'}, {'id': 1938, 'synset': 'long-billed_marsh_wren.n.01', 'name': 'long-billed_marsh_wren'}, {'id': 1939, 'synset': 'sedge_wren.n.01', 'name': 'sedge_wren'}, {'id': 1940, 'synset': 'rock_wren.n.02', 'name': 'rock_wren'}, {'id': 1941, 'synset': 'carolina_wren.n.01', 'name': 'Carolina_wren'}, {'id': 1942, 'synset': 'cactus_wren.n.01', 'name': 'cactus_wren'}, {'id': 1943, 'synset': 'mockingbird.n.01', 'name': 'mockingbird'}, {'id': 1944, 'synset': 'blue_mockingbird.n.01', 'name': 'blue_mockingbird'}, {'id': 1945, 'synset': 'catbird.n.02', 'name': 'catbird'}, {'id': 1946, 'synset': 'thrasher.n.02', 'name': 'thrasher'}, {'id': 1947, 'synset': 'brown_thrasher.n.01', 'name': 'brown_thrasher'}, {'id': 1948, 'synset': 'new_zealand_wren.n.01', 'name': 'New_Zealand_wren'}, {'id': 1949, 'synset': 'rock_wren.n.01', 'name': 'rock_wren'}, {'id': 1950, 'synset': 'rifleman_bird.n.01', 'name': 'rifleman_bird'}, {'id': 1951, 'synset': 'creeper.n.03', 'name': 'creeper'}, {'id': 1952, 'synset': 'brown_creeper.n.01', 'name': 'brown_creeper'}, {'id': 1953, 'synset': 'european_creeper.n.01', 'name': 'European_creeper'}, {'id': 1954, 'synset': 'wall_creeper.n.01', 'name': 'wall_creeper'}, {'id': 1955, 'synset': 'european_nuthatch.n.01', 'name': 'European_nuthatch'}, {'id': 1956, 'synset': 'red-breasted_nuthatch.n.01', 'name': 'red-breasted_nuthatch'}, {'id': 1957, 'synset': 'white-breasted_nuthatch.n.01', 'name': 'white-breasted_nuthatch'}, {'id': 1958, 'synset': 'titmouse.n.01', 'name': 'titmouse'}, {'id': 1959, 'synset': 'chickadee.n.01', 'name': 'chickadee'}, {'id': 1960, 'synset': 'black-capped_chickadee.n.01', 'name': 'black-capped_chickadee'}, {'id': 1961, 'synset': 'tufted_titmouse.n.01', 'name': 'tufted_titmouse'}, {'id': 1962, 'synset': 'carolina_chickadee.n.01', 'name': 'Carolina_chickadee'}, {'id': 1963, 'synset': 'blue_tit.n.01', 'name': 'blue_tit'}, {'id': 1964, 'synset': 'bushtit.n.01', 'name': 'bushtit'}, {'id': 1965, 'synset': 'wren-tit.n.01', 'name': 'wren-tit'}, {'id': 1966, 'synset': 'verdin.n.01', 'name': 'verdin'}, {'id': 1967, 'synset': 'fairy_bluebird.n.01', 'name': 'fairy_bluebird'}, {'id': 1968, 'synset': 'swallow.n.03', 'name': 'swallow'}, {'id': 1969, 'synset': 'barn_swallow.n.01', 'name': 'barn_swallow'}, {'id': 1970, 'synset': 'cliff_swallow.n.01', 'name': 'cliff_swallow'}, {'id': 1971, 'synset': 'tree_swallow.n.02', 'name': 'tree_swallow'}, {'id': 1972, 'synset': 'white-bellied_swallow.n.01', 'name': 'white-bellied_swallow'}, {'id': 1973, 'synset': 'martin.n.05', 'name': 'martin'}, {'id': 1974, 'synset': 'house_martin.n.01', 'name': 'house_martin'}, {'id': 1975, 'synset': 'bank_martin.n.01', 'name': 'bank_martin'}, {'id': 1976, 'synset': 'purple_martin.n.01', 'name': 'purple_martin'}, {'id': 1977, 'synset': 'wood_swallow.n.01', 'name': 'wood_swallow'}, {'id': 1978, 'synset': 'tanager.n.01', 'name': 'tanager'}, {'id': 1979, 'synset': 'scarlet_tanager.n.01', 'name': 'scarlet_tanager'}, {'id': 1980, 'synset': 'western_tanager.n.01', 'name': 'western_tanager'}, {'id': 1981, 'synset': 'summer_tanager.n.01', 'name': 'summer_tanager'}, {'id': 1982, 'synset': 'hepatic_tanager.n.01', 'name': 'hepatic_tanager'}, {'id': 1983, 'synset': 'shrike.n.01', 'name': 'shrike'}, {'id': 1984, 'synset': 'butcherbird.n.01', 'name': 'butcherbird'}, {'id': 1985, 'synset': 'european_shrike.n.01', 'name': 'European_shrike'}, {'id': 1986, 'synset': 'northern_shrike.n.01', 'name': 'northern_shrike'}, {'id': 1987, 'synset': 'white-rumped_shrike.n.01', 'name': 'white-rumped_shrike'}, {'id': 1988, 'synset': 'loggerhead_shrike.n.01', 'name': 'loggerhead_shrike'}, {'id': 1989, 'synset': 'migrant_shrike.n.01', 'name': 'migrant_shrike'}, {'id': 1990, 'synset': 'bush_shrike.n.01', 'name': 'bush_shrike'}, {'id': 1991, 'synset': 'black-fronted_bush_shrike.n.01', 'name': 'black-fronted_bush_shrike'}, {'id': 1992, 'synset': 'bowerbird.n.01', 'name': 'bowerbird'}, {'id': 1993, 'synset': 'satin_bowerbird.n.01', 'name': 'satin_bowerbird'}, {'id': 1994, 'synset': 'great_bowerbird.n.01', 'name': 'great_bowerbird'}, {'id': 1995, 'synset': 'water_ouzel.n.01', 'name': 'water_ouzel'}, {'id': 1996, 'synset': 'european_water_ouzel.n.01', 'name': 'European_water_ouzel'}, {'id': 1997, 'synset': 'american_water_ouzel.n.01', 'name': 'American_water_ouzel'}, {'id': 1998, 'synset': 'vireo.n.01', 'name': 'vireo'}, {'id': 1999, 'synset': 'red-eyed_vireo.n.01', 'name': 'red-eyed_vireo'}, {'id': 2000, 'synset': 'solitary_vireo.n.01', 'name': 'solitary_vireo'}, {'id': 2001, 'synset': 'blue-headed_vireo.n.01', 'name': 'blue-headed_vireo'}, {'id': 2002, 'synset': 'waxwing.n.01', 'name': 'waxwing'}, {'id': 2003, 'synset': 'cedar_waxwing.n.01', 'name': 'cedar_waxwing'}, {'id': 2004, 'synset': 'bohemian_waxwing.n.01', 'name': 'Bohemian_waxwing'}, {'id': 2005, 'synset': 'bird_of_prey.n.01', 'name': 'bird_of_prey'}, {'id': 2006, 'synset': 'accipitriformes.n.01', 'name': 'Accipitriformes'}, {'id': 2007, 'synset': 'hawk.n.01', 'name': 'hawk'}, {'id': 2008, 'synset': 'eyas.n.01', 'name': 'eyas'}, {'id': 2009, 'synset': 'tiercel.n.01', 'name': 'tiercel'}, {'id': 2010, 'synset': 'goshawk.n.01', 'name': 'goshawk'}, {'id': 2011, 'synset': 'sparrow_hawk.n.02', 'name': 'sparrow_hawk'}, {'id': 2012, 'synset': "cooper's_hawk.n.01", 'name': "Cooper's_hawk"}, {'id': 2013, 'synset': 'chicken_hawk.n.01', 'name': 'chicken_hawk'}, {'id': 2014, 'synset': 'buteonine.n.01', 'name': 'buteonine'}, {'id': 2015, 'synset': 'redtail.n.01', 'name': 'redtail'}, {'id': 2016, 'synset': 'rough-legged_hawk.n.01', 'name': 'rough-legged_hawk'}, {'id': 2017, 'synset': 'red-shouldered_hawk.n.01', 'name': 'red-shouldered_hawk'}, {'id': 2018, 'synset': 'buzzard.n.02', 'name': 'buzzard'}, {'id': 2019, 'synset': 'honey_buzzard.n.01', 'name': 'honey_buzzard'}, {'id': 2020, 'synset': 'kite.n.04', 'name': 'kite'}, {'id': 2021, 'synset': 'black_kite.n.01', 'name': 'black_kite'}, {'id': 2022, 'synset': 'swallow-tailed_kite.n.01', 'name': 'swallow-tailed_kite'}, {'id': 2023, 'synset': 'white-tailed_kite.n.01', 'name': 'white-tailed_kite'}, {'id': 2024, 'synset': 'harrier.n.03', 'name': 'harrier'}, {'id': 2025, 'synset': 'marsh_harrier.n.01', 'name': 'marsh_harrier'}, {'id': 2026, 'synset': "montagu's_harrier.n.01", 'name': "Montagu's_harrier"}, {'id': 2027, 'synset': 'marsh_hawk.n.01', 'name': 'marsh_hawk'}, {'id': 2028, 'synset': 'harrier_eagle.n.01', 'name': 'harrier_eagle'}, {'id': 2029, 'synset': 'peregrine.n.01', 'name': 'peregrine'}, {'id': 2030, 'synset': 'falcon-gentle.n.01', 'name': 'falcon-gentle'}, {'id': 2031, 'synset': 'gyrfalcon.n.01', 'name': 'gyrfalcon'}, {'id': 2032, 'synset': 'kestrel.n.02', 'name': 'kestrel'}, {'id': 2033, 'synset': 'sparrow_hawk.n.01', 'name': 'sparrow_hawk'}, {'id': 2034, 'synset': 'pigeon_hawk.n.01', 'name': 'pigeon_hawk'}, {'id': 2035, 'synset': 'hobby.n.03', 'name': 'hobby'}, {'id': 2036, 'synset': 'caracara.n.01', 'name': 'caracara'}, {'id': 2037, 'synset': "audubon's_caracara.n.01", 'name': "Audubon's_caracara"}, {'id': 2038, 'synset': 'carancha.n.01', 'name': 'carancha'}, {'id': 2039, 'synset': 'young_bird.n.01', 'name': 'young_bird'}, {'id': 2040, 'synset': 'eaglet.n.01', 'name': 'eaglet'}, {'id': 2041, 'synset': 'harpy.n.04', 'name': 'harpy'}, {'id': 2042, 'synset': 'golden_eagle.n.01', 'name': 'golden_eagle'}, {'id': 2043, 'synset': 'tawny_eagle.n.01', 'name': 'tawny_eagle'}, {'id': 2044, 'synset': 'bald_eagle.n.01', 'name': 'bald_eagle'}, {'id': 2045, 'synset': 'sea_eagle.n.02', 'name': 'sea_eagle'}, {'id': 2046, 'synset': 'kamchatkan_sea_eagle.n.01', 'name': 'Kamchatkan_sea_eagle'}, {'id': 2047, 'synset': 'ern.n.01', 'name': 'ern'}, {'id': 2048, 'synset': 'fishing_eagle.n.01', 'name': 'fishing_eagle'}, {'id': 2049, 'synset': 'osprey.n.01', 'name': 'osprey'}, {'id': 2050, 'synset': 'aegypiidae.n.01', 'name': 'Aegypiidae'}, {'id': 2051, 'synset': 'old_world_vulture.n.01', 'name': 'Old_World_vulture'}, {'id': 2052, 'synset': 'griffon_vulture.n.01', 'name': 'griffon_vulture'}, {'id': 2053, 'synset': 'bearded_vulture.n.01', 'name': 'bearded_vulture'}, {'id': 2054, 'synset': 'egyptian_vulture.n.01', 'name': 'Egyptian_vulture'}, {'id': 2055, 'synset': 'black_vulture.n.02', 'name': 'black_vulture'}, {'id': 2056, 'synset': 'secretary_bird.n.01', 'name': 'secretary_bird'}, {'id': 2057, 'synset': 'new_world_vulture.n.01', 'name': 'New_World_vulture'}, {'id': 2058, 'synset': 'buzzard.n.01', 'name': 'buzzard'}, {'id': 2059, 'synset': 'condor.n.01', 'name': 'condor'}, {'id': 2060, 'synset': 'andean_condor.n.01', 'name': 'Andean_condor'}, {'id': 2061, 'synset': 'california_condor.n.01', 'name': 'California_condor'}, {'id': 2062, 'synset': 'black_vulture.n.01', 'name': 'black_vulture'}, {'id': 2063, 'synset': 'king_vulture.n.01', 'name': 'king_vulture'}, {'id': 2064, 'synset': 'owlet.n.01', 'name': 'owlet'}, {'id': 2065, 'synset': 'little_owl.n.01', 'name': 'little_owl'}, {'id': 2066, 'synset': 'horned_owl.n.01', 'name': 'horned_owl'}, {'id': 2067, 'synset': 'great_horned_owl.n.01', 'name': 'great_horned_owl'}, {'id': 2068, 'synset': 'great_grey_owl.n.01', 'name': 'great_grey_owl'}, {'id': 2069, 'synset': 'tawny_owl.n.01', 'name': 'tawny_owl'}, {'id': 2070, 'synset': 'barred_owl.n.01', 'name': 'barred_owl'}, {'id': 2071, 'synset': 'screech_owl.n.02', 'name': 'screech_owl'}, {'id': 2072, 'synset': 'screech_owl.n.01', 'name': 'screech_owl'}, {'id': 2073, 'synset': 'scops_owl.n.01', 'name': 'scops_owl'}, {'id': 2074, 'synset': 'spotted_owl.n.01', 'name': 'spotted_owl'}, {'id': 2075, 'synset': 'old_world_scops_owl.n.01', 'name': 'Old_World_scops_owl'}, {'id': 2076, 'synset': 'oriental_scops_owl.n.01', 'name': 'Oriental_scops_owl'}, {'id': 2077, 'synset': 'hoot_owl.n.01', 'name': 'hoot_owl'}, {'id': 2078, 'synset': 'hawk_owl.n.01', 'name': 'hawk_owl'}, {'id': 2079, 'synset': 'long-eared_owl.n.01', 'name': 'long-eared_owl'}, {'id': 2080, 'synset': 'laughing_owl.n.01', 'name': 'laughing_owl'}, {'id': 2081, 'synset': 'barn_owl.n.01', 'name': 'barn_owl'}, {'id': 2082, 'synset': 'amphibian.n.03', 'name': 'amphibian'}, {'id': 2083, 'synset': 'ichyostega.n.01', 'name': 'Ichyostega'}, {'id': 2084, 'synset': 'urodele.n.01', 'name': 'urodele'}, {'id': 2085, 'synset': 'salamander.n.01', 'name': 'salamander'}, {'id': 2086, 'synset': 'european_fire_salamander.n.01', 'name': 'European_fire_salamander'}, {'id': 2087, 'synset': 'spotted_salamander.n.02', 'name': 'spotted_salamander'}, {'id': 2088, 'synset': 'alpine_salamander.n.01', 'name': 'alpine_salamander'}, {'id': 2089, 'synset': 'newt.n.01', 'name': 'newt'}, {'id': 2090, 'synset': 'common_newt.n.01', 'name': 'common_newt'}, {'id': 2091, 'synset': 'red_eft.n.01', 'name': 'red_eft'}, {'id': 2092, 'synset': 'pacific_newt.n.01', 'name': 'Pacific_newt'}, {'id': 2093, 'synset': 'rough-skinned_newt.n.01', 'name': 'rough-skinned_newt'}, {'id': 2094, 'synset': 'california_newt.n.01', 'name': 'California_newt'}, {'id': 2095, 'synset': 'eft.n.01', 'name': 'eft'}, {'id': 2096, 'synset': 'ambystomid.n.01', 'name': 'ambystomid'}, {'id': 2097, 'synset': 'mole_salamander.n.01', 'name': 'mole_salamander'}, {'id': 2098, 'synset': 'spotted_salamander.n.01', 'name': 'spotted_salamander'}, {'id': 2099, 'synset': 'tiger_salamander.n.01', 'name': 'tiger_salamander'}, {'id': 2100, 'synset': 'axolotl.n.01', 'name': 'axolotl'}, {'id': 2101, 'synset': 'waterdog.n.01', 'name': 'waterdog'}, {'id': 2102, 'synset': 'hellbender.n.01', 'name': 'hellbender'}, {'id': 2103, 'synset': 'giant_salamander.n.01', 'name': 'giant_salamander'}, {'id': 2104, 'synset': 'olm.n.01', 'name': 'olm'}, {'id': 2105, 'synset': 'mud_puppy.n.01', 'name': 'mud_puppy'}, {'id': 2106, 'synset': 'dicamptodon.n.01', 'name': 'dicamptodon'}, {'id': 2107, 'synset': 'pacific_giant_salamander.n.01', 'name': 'Pacific_giant_salamander'}, {'id': 2108, 'synset': 'olympic_salamander.n.01', 'name': 'olympic_salamander'}, {'id': 2109, 'synset': 'lungless_salamander.n.01', 'name': 'lungless_salamander'}, {'id': 2110, 'synset': 'eastern_red-backed_salamander.n.01', 'name': 'eastern_red-backed_salamander'}, {'id': 2111, 'synset': 'western_red-backed_salamander.n.01', 'name': 'western_red-backed_salamander'}, {'id': 2112, 'synset': 'dusky_salamander.n.01', 'name': 'dusky_salamander'}, {'id': 2113, 'synset': 'climbing_salamander.n.01', 'name': 'climbing_salamander'}, {'id': 2114, 'synset': 'arboreal_salamander.n.01', 'name': 'arboreal_salamander'}, {'id': 2115, 'synset': 'slender_salamander.n.01', 'name': 'slender_salamander'}, {'id': 2116, 'synset': 'web-toed_salamander.n.01', 'name': 'web-toed_salamander'}, {'id': 2117, 'synset': 'shasta_salamander.n.01', 'name': 'Shasta_salamander'}, {'id': 2118, 'synset': 'limestone_salamander.n.01', 'name': 'limestone_salamander'}, {'id': 2119, 'synset': 'amphiuma.n.01', 'name': 'amphiuma'}, {'id': 2120, 'synset': 'siren.n.05', 'name': 'siren'}, {'id': 2121, 'synset': 'true_frog.n.01', 'name': 'true_frog'}, {'id': 2122, 'synset': 'wood-frog.n.01', 'name': 'wood-frog'}, {'id': 2123, 'synset': 'leopard_frog.n.01', 'name': 'leopard_frog'}, {'id': 2124, 'synset': 'bullfrog.n.01', 'name': 'bullfrog'}, {'id': 2125, 'synset': 'green_frog.n.01', 'name': 'green_frog'}, {'id': 2126, 'synset': 'cascades_frog.n.01', 'name': 'cascades_frog'}, {'id': 2127, 'synset': 'goliath_frog.n.01', 'name': 'goliath_frog'}, {'id': 2128, 'synset': 'pickerel_frog.n.01', 'name': 'pickerel_frog'}, {'id': 2129, 'synset': 'tarahumara_frog.n.01', 'name': 'tarahumara_frog'}, {'id': 2130, 'synset': 'grass_frog.n.01', 'name': 'grass_frog'}, {'id': 2131, 'synset': 'leptodactylid_frog.n.01', 'name': 'leptodactylid_frog'}, {'id': 2132, 'synset': 'robber_frog.n.02', 'name': 'robber_frog'}, {'id': 2133, 'synset': 'barking_frog.n.01', 'name': 'barking_frog'}, {'id': 2134, 'synset': 'crapaud.n.01', 'name': 'crapaud'}, {'id': 2135, 'synset': 'tree_frog.n.02', 'name': 'tree_frog'}, {'id': 2136, 'synset': 'tailed_frog.n.01', 'name': 'tailed_frog'}, {'id': 2137, 'synset': 'liopelma_hamiltoni.n.01', 'name': 'Liopelma_hamiltoni'}, {'id': 2138, 'synset': 'true_toad.n.01', 'name': 'true_toad'}, {'id': 2139, 'synset': 'bufo.n.01', 'name': 'bufo'}, {'id': 2140, 'synset': 'agua.n.01', 'name': 'agua'}, {'id': 2141, 'synset': 'european_toad.n.01', 'name': 'European_toad'}, {'id': 2142, 'synset': 'natterjack.n.01', 'name': 'natterjack'}, {'id': 2143, 'synset': 'american_toad.n.01', 'name': 'American_toad'}, {'id': 2144, 'synset': 'eurasian_green_toad.n.01', 'name': 'Eurasian_green_toad'}, {'id': 2145, 'synset': 'american_green_toad.n.01', 'name': 'American_green_toad'}, {'id': 2146, 'synset': 'yosemite_toad.n.01', 'name': 'Yosemite_toad'}, {'id': 2147, 'synset': 'texas_toad.n.01', 'name': 'Texas_toad'}, {'id': 2148, 'synset': 'southwestern_toad.n.01', 'name': 'southwestern_toad'}, {'id': 2149, 'synset': 'western_toad.n.01', 'name': 'western_toad'}, {'id': 2150, 'synset': 'obstetrical_toad.n.01', 'name': 'obstetrical_toad'}, {'id': 2151, 'synset': 'midwife_toad.n.01', 'name': 'midwife_toad'}, {'id': 2152, 'synset': 'fire-bellied_toad.n.01', 'name': 'fire-bellied_toad'}, {'id': 2153, 'synset': 'spadefoot.n.01', 'name': 'spadefoot'}, {'id': 2154, 'synset': 'western_spadefoot.n.01', 'name': 'western_spadefoot'}, {'id': 2155, 'synset': 'southern_spadefoot.n.01', 'name': 'southern_spadefoot'}, {'id': 2156, 'synset': 'plains_spadefoot.n.01', 'name': 'plains_spadefoot'}, {'id': 2157, 'synset': 'tree_toad.n.01', 'name': 'tree_toad'}, {'id': 2158, 'synset': 'spring_peeper.n.01', 'name': 'spring_peeper'}, {'id': 2159, 'synset': 'pacific_tree_toad.n.01', 'name': 'Pacific_tree_toad'}, {'id': 2160, 'synset': 'canyon_treefrog.n.01', 'name': 'canyon_treefrog'}, {'id': 2161, 'synset': 'chameleon_tree_frog.n.01', 'name': 'chameleon_tree_frog'}, {'id': 2162, 'synset': 'cricket_frog.n.01', 'name': 'cricket_frog'}, {'id': 2163, 'synset': 'northern_cricket_frog.n.01', 'name': 'northern_cricket_frog'}, {'id': 2164, 'synset': 'eastern_cricket_frog.n.01', 'name': 'eastern_cricket_frog'}, {'id': 2165, 'synset': 'chorus_frog.n.01', 'name': 'chorus_frog'}, {'id': 2166, 'synset': 'lowland_burrowing_treefrog.n.01', 'name': 'lowland_burrowing_treefrog'}, {'id': 2167, 'synset': 'western_narrow-mouthed_toad.n.01', 'name': 'western_narrow-mouthed_toad'}, {'id': 2168, 'synset': 'eastern_narrow-mouthed_toad.n.01', 'name': 'eastern_narrow-mouthed_toad'}, {'id': 2169, 'synset': 'sheep_frog.n.01', 'name': 'sheep_frog'}, {'id': 2170, 'synset': 'tongueless_frog.n.01', 'name': 'tongueless_frog'}, {'id': 2171, 'synset': 'surinam_toad.n.01', 'name': 'Surinam_toad'}, {'id': 2172, 'synset': 'african_clawed_frog.n.01', 'name': 'African_clawed_frog'}, {'id': 2173, 'synset': 'south_american_poison_toad.n.01', 'name': 'South_American_poison_toad'}, {'id': 2174, 'synset': 'caecilian.n.01', 'name': 'caecilian'}, {'id': 2175, 'synset': 'reptile.n.01', 'name': 'reptile'}, {'id': 2176, 'synset': 'anapsid.n.01', 'name': 'anapsid'}, {'id': 2177, 'synset': 'diapsid.n.01', 'name': 'diapsid'}, {'id': 2178, 'synset': 'diapsida.n.01', 'name': 'Diapsida'}, {'id': 2179, 'synset': 'chelonian.n.01', 'name': 'chelonian'}, {'id': 2180, 'synset': 'sea_turtle.n.01', 'name': 'sea_turtle'}, {'id': 2181, 'synset': 'green_turtle.n.01', 'name': 'green_turtle'}, {'id': 2182, 'synset': 'loggerhead.n.02', 'name': 'loggerhead'}, {'id': 2183, 'synset': 'ridley.n.01', 'name': 'ridley'}, {'id': 2184, 'synset': 'atlantic_ridley.n.01', 'name': 'Atlantic_ridley'}, {'id': 2185, 'synset': 'pacific_ridley.n.01', 'name': 'Pacific_ridley'}, {'id': 2186, 'synset': 'hawksbill_turtle.n.01', 'name': 'hawksbill_turtle'}, {'id': 2187, 'synset': 'leatherback_turtle.n.01', 'name': 'leatherback_turtle'}, {'id': 2188, 'synset': 'snapping_turtle.n.01', 'name': 'snapping_turtle'}, {'id': 2189, 'synset': 'common_snapping_turtle.n.01', 'name': 'common_snapping_turtle'}, {'id': 2190, 'synset': 'alligator_snapping_turtle.n.01', 'name': 'alligator_snapping_turtle'}, {'id': 2191, 'synset': 'mud_turtle.n.01', 'name': 'mud_turtle'}, {'id': 2192, 'synset': 'musk_turtle.n.01', 'name': 'musk_turtle'}, {'id': 2193, 'synset': 'terrapin.n.01', 'name': 'terrapin'}, {'id': 2194, 'synset': 'diamondback_terrapin.n.01', 'name': 'diamondback_terrapin'}, {'id': 2195, 'synset': 'red-bellied_terrapin.n.01', 'name': 'red-bellied_terrapin'}, {'id': 2196, 'synset': 'slider.n.03', 'name': 'slider'}, {'id': 2197, 'synset': 'cooter.n.01', 'name': 'cooter'}, {'id': 2198, 'synset': 'box_turtle.n.01', 'name': 'box_turtle'}, {'id': 2199, 'synset': 'western_box_turtle.n.01', 'name': 'Western_box_turtle'}, {'id': 2200, 'synset': 'painted_turtle.n.01', 'name': 'painted_turtle'}, {'id': 2201, 'synset': 'tortoise.n.01', 'name': 'tortoise'}, {'id': 2202, 'synset': 'european_tortoise.n.01', 'name': 'European_tortoise'}, {'id': 2203, 'synset': 'giant_tortoise.n.01', 'name': 'giant_tortoise'}, {'id': 2204, 'synset': 'gopher_tortoise.n.01', 'name': 'gopher_tortoise'}, {'id': 2205, 'synset': 'desert_tortoise.n.01', 'name': 'desert_tortoise'}, {'id': 2206, 'synset': 'texas_tortoise.n.01', 'name': 'Texas_tortoise'}, {'id': 2207, 'synset': 'soft-shelled_turtle.n.01', 'name': 'soft-shelled_turtle'}, {'id': 2208, 'synset': 'spiny_softshell.n.01', 'name': 'spiny_softshell'}, {'id': 2209, 'synset': 'smooth_softshell.n.01', 'name': 'smooth_softshell'}, {'id': 2210, 'synset': 'tuatara.n.01', 'name': 'tuatara'}, {'id': 2211, 'synset': 'saurian.n.01', 'name': 'saurian'}, {'id': 2212, 'synset': 'gecko.n.01', 'name': 'gecko'}, {'id': 2213, 'synset': 'flying_gecko.n.01', 'name': 'flying_gecko'}, {'id': 2214, 'synset': 'banded_gecko.n.01', 'name': 'banded_gecko'}, {'id': 2215, 'synset': 'iguanid.n.01', 'name': 'iguanid'}, {'id': 2216, 'synset': 'common_iguana.n.01', 'name': 'common_iguana'}, {'id': 2217, 'synset': 'marine_iguana.n.01', 'name': 'marine_iguana'}, {'id': 2218, 'synset': 'desert_iguana.n.01', 'name': 'desert_iguana'}, {'id': 2219, 'synset': 'chuckwalla.n.01', 'name': 'chuckwalla'}, {'id': 2220, 'synset': 'zebra-tailed_lizard.n.01', 'name': 'zebra-tailed_lizard'}, {'id': 2221, 'synset': 'fringe-toed_lizard.n.01', 'name': 'fringe-toed_lizard'}, {'id': 2222, 'synset': 'earless_lizard.n.01', 'name': 'earless_lizard'}, {'id': 2223, 'synset': 'collared_lizard.n.01', 'name': 'collared_lizard'}, {'id': 2224, 'synset': 'leopard_lizard.n.01', 'name': 'leopard_lizard'}, {'id': 2225, 'synset': 'spiny_lizard.n.02', 'name': 'spiny_lizard'}, {'id': 2226, 'synset': 'fence_lizard.n.01', 'name': 'fence_lizard'}, {'id': 2227, 'synset': 'western_fence_lizard.n.01', 'name': 'western_fence_lizard'}, {'id': 2228, 'synset': 'eastern_fence_lizard.n.01', 'name': 'eastern_fence_lizard'}, {'id': 2229, 'synset': 'sagebrush_lizard.n.01', 'name': 'sagebrush_lizard'}, {'id': 2230, 'synset': 'side-blotched_lizard.n.01', 'name': 'side-blotched_lizard'}, {'id': 2231, 'synset': 'tree_lizard.n.01', 'name': 'tree_lizard'}, {'id': 2232, 'synset': 'horned_lizard.n.01', 'name': 'horned_lizard'}, {'id': 2233, 'synset': 'texas_horned_lizard.n.01', 'name': 'Texas_horned_lizard'}, {'id': 2234, 'synset': 'basilisk.n.03', 'name': 'basilisk'}, {'id': 2235, 'synset': 'american_chameleon.n.01', 'name': 'American_chameleon'}, {'id': 2236, 'synset': 'worm_lizard.n.01', 'name': 'worm_lizard'}, {'id': 2237, 'synset': 'night_lizard.n.01', 'name': 'night_lizard'}, {'id': 2238, 'synset': 'skink.n.01', 'name': 'skink'}, {'id': 2239, 'synset': 'western_skink.n.01', 'name': 'western_skink'}, {'id': 2240, 'synset': 'mountain_skink.n.01', 'name': 'mountain_skink'}, {'id': 2241, 'synset': 'teiid_lizard.n.01', 'name': 'teiid_lizard'}, {'id': 2242, 'synset': 'whiptail.n.01', 'name': 'whiptail'}, {'id': 2243, 'synset': 'racerunner.n.01', 'name': 'racerunner'}, {'id': 2244, 'synset': 'plateau_striped_whiptail.n.01', 'name': 'plateau_striped_whiptail'}, {'id': 2245, 'synset': 'chihuahuan_spotted_whiptail.n.01', 'name': 'Chihuahuan_spotted_whiptail'}, {'id': 2246, 'synset': 'western_whiptail.n.01', 'name': 'western_whiptail'}, {'id': 2247, 'synset': 'checkered_whiptail.n.01', 'name': 'checkered_whiptail'}, {'id': 2248, 'synset': 'teju.n.01', 'name': 'teju'}, {'id': 2249, 'synset': 'caiman_lizard.n.01', 'name': 'caiman_lizard'}, {'id': 2250, 'synset': 'agamid.n.01', 'name': 'agamid'}, {'id': 2251, 'synset': 'agama.n.01', 'name': 'agama'}, {'id': 2252, 'synset': 'frilled_lizard.n.01', 'name': 'frilled_lizard'}, {'id': 2253, 'synset': 'moloch.n.03', 'name': 'moloch'}, {'id': 2254, 'synset': 'mountain_devil.n.02', 'name': 'mountain_devil'}, {'id': 2255, 'synset': 'anguid_lizard.n.01', 'name': 'anguid_lizard'}, {'id': 2256, 'synset': 'alligator_lizard.n.01', 'name': 'alligator_lizard'}, {'id': 2257, 'synset': 'blindworm.n.01', 'name': 'blindworm'}, {'id': 2258, 'synset': 'glass_lizard.n.01', 'name': 'glass_lizard'}, {'id': 2259, 'synset': 'legless_lizard.n.01', 'name': 'legless_lizard'}, {'id': 2260, 'synset': 'lanthanotus_borneensis.n.01', 'name': 'Lanthanotus_borneensis'}, {'id': 2261, 'synset': 'venomous_lizard.n.01', 'name': 'venomous_lizard'}, {'id': 2262, 'synset': 'gila_monster.n.01', 'name': 'Gila_monster'}, {'id': 2263, 'synset': 'beaded_lizard.n.01', 'name': 'beaded_lizard'}, {'id': 2264, 'synset': 'lacertid_lizard.n.01', 'name': 'lacertid_lizard'}, {'id': 2265, 'synset': 'sand_lizard.n.01', 'name': 'sand_lizard'}, {'id': 2266, 'synset': 'green_lizard.n.01', 'name': 'green_lizard'}, {'id': 2267, 'synset': 'chameleon.n.03', 'name': 'chameleon'}, {'id': 2268, 'synset': 'african_chameleon.n.01', 'name': 'African_chameleon'}, {'id': 2269, 'synset': 'horned_chameleon.n.01', 'name': 'horned_chameleon'}, {'id': 2270, 'synset': 'monitor.n.07', 'name': 'monitor'}, {'id': 2271, 'synset': 'african_monitor.n.01', 'name': 'African_monitor'}, {'id': 2272, 'synset': 'komodo_dragon.n.01', 'name': 'Komodo_dragon'}, {'id': 2273, 'synset': 'crocodilian_reptile.n.01', 'name': 'crocodilian_reptile'}, {'id': 2274, 'synset': 'crocodile.n.01', 'name': 'crocodile'}, {'id': 2275, 'synset': 'african_crocodile.n.01', 'name': 'African_crocodile'}, {'id': 2276, 'synset': 'asian_crocodile.n.01', 'name': 'Asian_crocodile'}, {'id': 2277, 'synset': "morlett's_crocodile.n.01", 'name': "Morlett's_crocodile"}, {'id': 2278, 'synset': 'false_gavial.n.01', 'name': 'false_gavial'}, {'id': 2279, 'synset': 'american_alligator.n.01', 'name': 'American_alligator'}, {'id': 2280, 'synset': 'chinese_alligator.n.01', 'name': 'Chinese_alligator'}, {'id': 2281, 'synset': 'caiman.n.01', 'name': 'caiman'}, {'id': 2282, 'synset': 'spectacled_caiman.n.01', 'name': 'spectacled_caiman'}, {'id': 2283, 'synset': 'gavial.n.01', 'name': 'gavial'}, {'id': 2284, 'synset': 'armored_dinosaur.n.01', 'name': 'armored_dinosaur'}, {'id': 2285, 'synset': 'stegosaur.n.01', 'name': 'stegosaur'}, {'id': 2286, 'synset': 'ankylosaur.n.01', 'name': 'ankylosaur'}, {'id': 2287, 'synset': 'edmontonia.n.01', 'name': 'Edmontonia'}, {'id': 2288, 'synset': 'bone-headed_dinosaur.n.01', 'name': 'bone-headed_dinosaur'}, {'id': 2289, 'synset': 'pachycephalosaur.n.01', 'name': 'pachycephalosaur'}, {'id': 2290, 'synset': 'ceratopsian.n.01', 'name': 'ceratopsian'}, {'id': 2291, 'synset': 'protoceratops.n.01', 'name': 'protoceratops'}, {'id': 2292, 'synset': 'triceratops.n.01', 'name': 'triceratops'}, {'id': 2293, 'synset': 'styracosaur.n.01', 'name': 'styracosaur'}, {'id': 2294, 'synset': 'psittacosaur.n.01', 'name': 'psittacosaur'}, {'id': 2295, 'synset': 'ornithopod.n.01', 'name': 'ornithopod'}, {'id': 2296, 'synset': 'hadrosaur.n.01', 'name': 'hadrosaur'}, {'id': 2297, 'synset': 'trachodon.n.01', 'name': 'trachodon'}, {'id': 2298, 'synset': 'saurischian.n.01', 'name': 'saurischian'}, {'id': 2299, 'synset': 'sauropod.n.01', 'name': 'sauropod'}, {'id': 2300, 'synset': 'apatosaur.n.01', 'name': 'apatosaur'}, {'id': 2301, 'synset': 'barosaur.n.01', 'name': 'barosaur'}, {'id': 2302, 'synset': 'diplodocus.n.01', 'name': 'diplodocus'}, {'id': 2303, 'synset': 'argentinosaur.n.01', 'name': 'argentinosaur'}, {'id': 2304, 'synset': 'theropod.n.01', 'name': 'theropod'}, {'id': 2305, 'synset': 'ceratosaur.n.01', 'name': 'ceratosaur'}, {'id': 2306, 'synset': 'coelophysis.n.01', 'name': 'coelophysis'}, {'id': 2307, 'synset': 'tyrannosaur.n.01', 'name': 'tyrannosaur'}, {'id': 2308, 'synset': 'allosaur.n.01', 'name': 'allosaur'}, {'id': 2309, 'synset': 'ornithomimid.n.01', 'name': 'ornithomimid'}, {'id': 2310, 'synset': 'maniraptor.n.01', 'name': 'maniraptor'}, {'id': 2311, 'synset': 'oviraptorid.n.01', 'name': 'oviraptorid'}, {'id': 2312, 'synset': 'velociraptor.n.01', 'name': 'velociraptor'}, {'id': 2313, 'synset': 'deinonychus.n.01', 'name': 'deinonychus'}, {'id': 2314, 'synset': 'utahraptor.n.01', 'name': 'utahraptor'}, {'id': 2315, 'synset': 'synapsid.n.01', 'name': 'synapsid'}, {'id': 2316, 'synset': 'dicynodont.n.01', 'name': 'dicynodont'}, {'id': 2317, 'synset': 'pelycosaur.n.01', 'name': 'pelycosaur'}, {'id': 2318, 'synset': 'dimetrodon.n.01', 'name': 'dimetrodon'}, {'id': 2319, 'synset': 'pterosaur.n.01', 'name': 'pterosaur'}, {'id': 2320, 'synset': 'pterodactyl.n.01', 'name': 'pterodactyl'}, {'id': 2321, 'synset': 'ichthyosaur.n.01', 'name': 'ichthyosaur'}, {'id': 2322, 'synset': 'ichthyosaurus.n.01', 'name': 'ichthyosaurus'}, {'id': 2323, 'synset': 'stenopterygius.n.01', 'name': 'stenopterygius'}, {'id': 2324, 'synset': 'plesiosaur.n.01', 'name': 'plesiosaur'}, {'id': 2325, 'synset': 'nothosaur.n.01', 'name': 'nothosaur'}, {'id': 2326, 'synset': 'colubrid_snake.n.01', 'name': 'colubrid_snake'}, {'id': 2327, 'synset': 'hoop_snake.n.01', 'name': 'hoop_snake'}, {'id': 2328, 'synset': 'thunder_snake.n.01', 'name': 'thunder_snake'}, {'id': 2329, 'synset': 'ringneck_snake.n.01', 'name': 'ringneck_snake'}, {'id': 2330, 'synset': 'hognose_snake.n.01', 'name': 'hognose_snake'}, {'id': 2331, 'synset': 'leaf-nosed_snake.n.01', 'name': 'leaf-nosed_snake'}, {'id': 2332, 'synset': 'green_snake.n.02', 'name': 'green_snake'}, {'id': 2333, 'synset': 'smooth_green_snake.n.01', 'name': 'smooth_green_snake'}, {'id': 2334, 'synset': 'rough_green_snake.n.01', 'name': 'rough_green_snake'}, {'id': 2335, 'synset': 'green_snake.n.01', 'name': 'green_snake'}, {'id': 2336, 'synset': 'racer.n.04', 'name': 'racer'}, {'id': 2337, 'synset': 'blacksnake.n.02', 'name': 'blacksnake'}, {'id': 2338, 'synset': 'blue_racer.n.01', 'name': 'blue_racer'}, {'id': 2339, 'synset': 'horseshoe_whipsnake.n.01', 'name': 'horseshoe_whipsnake'}, {'id': 2340, 'synset': 'whip-snake.n.01', 'name': 'whip-snake'}, {'id': 2341, 'synset': 'coachwhip.n.02', 'name': 'coachwhip'}, {'id': 2342, 'synset': 'california_whipsnake.n.01', 'name': 'California_whipsnake'}, {'id': 2343, 'synset': 'sonoran_whipsnake.n.01', 'name': 'Sonoran_whipsnake'}, {'id': 2344, 'synset': 'rat_snake.n.01', 'name': 'rat_snake'}, {'id': 2345, 'synset': 'corn_snake.n.01', 'name': 'corn_snake'}, {'id': 2346, 'synset': 'black_rat_snake.n.01', 'name': 'black_rat_snake'}, {'id': 2347, 'synset': 'chicken_snake.n.01', 'name': 'chicken_snake'}, {'id': 2348, 'synset': 'indian_rat_snake.n.01', 'name': 'Indian_rat_snake'}, {'id': 2349, 'synset': 'glossy_snake.n.01', 'name': 'glossy_snake'}, {'id': 2350, 'synset': 'bull_snake.n.01', 'name': 'bull_snake'}, {'id': 2351, 'synset': 'gopher_snake.n.02', 'name': 'gopher_snake'}, {'id': 2352, 'synset': 'pine_snake.n.01', 'name': 'pine_snake'}, {'id': 2353, 'synset': 'king_snake.n.01', 'name': 'king_snake'}, {'id': 2354, 'synset': 'common_kingsnake.n.01', 'name': 'common_kingsnake'}, {'id': 2355, 'synset': 'milk_snake.n.01', 'name': 'milk_snake'}, {'id': 2356, 'synset': 'garter_snake.n.01', 'name': 'garter_snake'}, {'id': 2357, 'synset': 'common_garter_snake.n.01', 'name': 'common_garter_snake'}, {'id': 2358, 'synset': 'ribbon_snake.n.01', 'name': 'ribbon_snake'}, {'id': 2359, 'synset': 'western_ribbon_snake.n.01', 'name': 'Western_ribbon_snake'}, {'id': 2360, 'synset': 'lined_snake.n.01', 'name': 'lined_snake'}, {'id': 2361, 'synset': 'ground_snake.n.01', 'name': 'ground_snake'}, {'id': 2362, 'synset': 'eastern_ground_snake.n.01', 'name': 'eastern_ground_snake'}, {'id': 2363, 'synset': 'water_snake.n.01', 'name': 'water_snake'}, {'id': 2364, 'synset': 'common_water_snake.n.01', 'name': 'common_water_snake'}, {'id': 2365, 'synset': 'water_moccasin.n.02', 'name': 'water_moccasin'}, {'id': 2366, 'synset': 'grass_snake.n.01', 'name': 'grass_snake'}, {'id': 2367, 'synset': 'viperine_grass_snake.n.01', 'name': 'viperine_grass_snake'}, {'id': 2368, 'synset': 'red-bellied_snake.n.01', 'name': 'red-bellied_snake'}, {'id': 2369, 'synset': 'sand_snake.n.01', 'name': 'sand_snake'}, {'id': 2370, 'synset': 'banded_sand_snake.n.01', 'name': 'banded_sand_snake'}, {'id': 2371, 'synset': 'black-headed_snake.n.01', 'name': 'black-headed_snake'}, {'id': 2372, 'synset': 'vine_snake.n.01', 'name': 'vine_snake'}, {'id': 2373, 'synset': 'lyre_snake.n.01', 'name': 'lyre_snake'}, {'id': 2374, 'synset': 'sonoran_lyre_snake.n.01', 'name': 'Sonoran_lyre_snake'}, {'id': 2375, 'synset': 'night_snake.n.01', 'name': 'night_snake'}, {'id': 2376, 'synset': 'blind_snake.n.01', 'name': 'blind_snake'}, {'id': 2377, 'synset': 'western_blind_snake.n.01', 'name': 'western_blind_snake'}, {'id': 2378, 'synset': 'indigo_snake.n.01', 'name': 'indigo_snake'}, {'id': 2379, 'synset': 'eastern_indigo_snake.n.01', 'name': 'eastern_indigo_snake'}, {'id': 2380, 'synset': 'constrictor.n.01', 'name': 'constrictor'}, {'id': 2381, 'synset': 'boa.n.02', 'name': 'boa'}, {'id': 2382, 'synset': 'boa_constrictor.n.01', 'name': 'boa_constrictor'}, {'id': 2383, 'synset': 'rubber_boa.n.01', 'name': 'rubber_boa'}, {'id': 2384, 'synset': 'rosy_boa.n.01', 'name': 'rosy_boa'}, {'id': 2385, 'synset': 'anaconda.n.01', 'name': 'anaconda'}, {'id': 2386, 'synset': 'python.n.01', 'name': 'python'}, {'id': 2387, 'synset': 'carpet_snake.n.01', 'name': 'carpet_snake'}, {'id': 2388, 'synset': 'reticulated_python.n.01', 'name': 'reticulated_python'}, {'id': 2389, 'synset': 'indian_python.n.01', 'name': 'Indian_python'}, {'id': 2390, 'synset': 'rock_python.n.01', 'name': 'rock_python'}, {'id': 2391, 'synset': 'amethystine_python.n.01', 'name': 'amethystine_python'}, {'id': 2392, 'synset': 'elapid.n.01', 'name': 'elapid'}, {'id': 2393, 'synset': 'coral_snake.n.02', 'name': 'coral_snake'}, {'id': 2394, 'synset': 'eastern_coral_snake.n.01', 'name': 'eastern_coral_snake'}, {'id': 2395, 'synset': 'western_coral_snake.n.01', 'name': 'western_coral_snake'}, {'id': 2396, 'synset': 'coral_snake.n.01', 'name': 'coral_snake'}, {'id': 2397, 'synset': 'african_coral_snake.n.01', 'name': 'African_coral_snake'}, {'id': 2398, 'synset': 'australian_coral_snake.n.01', 'name': 'Australian_coral_snake'}, {'id': 2399, 'synset': 'copperhead.n.02', 'name': 'copperhead'}, {'id': 2400, 'synset': 'cobra.n.01', 'name': 'cobra'}, {'id': 2401, 'synset': 'indian_cobra.n.01', 'name': 'Indian_cobra'}, {'id': 2402, 'synset': 'asp.n.02', 'name': 'asp'}, {'id': 2403, 'synset': 'black-necked_cobra.n.01', 'name': 'black-necked_cobra'}, {'id': 2404, 'synset': 'hamadryad.n.02', 'name': 'hamadryad'}, {'id': 2405, 'synset': 'ringhals.n.01', 'name': 'ringhals'}, {'id': 2406, 'synset': 'mamba.n.01', 'name': 'mamba'}, {'id': 2407, 'synset': 'black_mamba.n.01', 'name': 'black_mamba'}, {'id': 2408, 'synset': 'green_mamba.n.01', 'name': 'green_mamba'}, {'id': 2409, 'synset': 'death_adder.n.01', 'name': 'death_adder'}, {'id': 2410, 'synset': 'tiger_snake.n.01', 'name': 'tiger_snake'}, {'id': 2411, 'synset': 'australian_blacksnake.n.01', 'name': 'Australian_blacksnake'}, {'id': 2412, 'synset': 'krait.n.01', 'name': 'krait'}, {'id': 2413, 'synset': 'banded_krait.n.01', 'name': 'banded_krait'}, {'id': 2414, 'synset': 'taipan.n.01', 'name': 'taipan'}, {'id': 2415, 'synset': 'sea_snake.n.01', 'name': 'sea_snake'}, {'id': 2416, 'synset': 'viper.n.01', 'name': 'viper'}, {'id': 2417, 'synset': 'adder.n.03', 'name': 'adder'}, {'id': 2418, 'synset': 'asp.n.01', 'name': 'asp'}, {'id': 2419, 'synset': 'puff_adder.n.01', 'name': 'puff_adder'}, {'id': 2420, 'synset': 'gaboon_viper.n.01', 'name': 'gaboon_viper'}, {'id': 2421, 'synset': 'horned_viper.n.01', 'name': 'horned_viper'}, {'id': 2422, 'synset': 'pit_viper.n.01', 'name': 'pit_viper'}, {'id': 2423, 'synset': 'copperhead.n.01', 'name': 'copperhead'}, {'id': 2424, 'synset': 'water_moccasin.n.01', 'name': 'water_moccasin'}, {'id': 2425, 'synset': 'rattlesnake.n.01', 'name': 'rattlesnake'}, {'id': 2426, 'synset': 'diamondback.n.01', 'name': 'diamondback'}, {'id': 2427, 'synset': 'timber_rattlesnake.n.01', 'name': 'timber_rattlesnake'}, {'id': 2428, 'synset': 'canebrake_rattlesnake.n.01', 'name': 'canebrake_rattlesnake'}, {'id': 2429, 'synset': 'prairie_rattlesnake.n.01', 'name': 'prairie_rattlesnake'}, {'id': 2430, 'synset': 'sidewinder.n.01', 'name': 'sidewinder'}, {'id': 2431, 'synset': 'western_diamondback.n.01', 'name': 'Western_diamondback'}, {'id': 2432, 'synset': 'rock_rattlesnake.n.01', 'name': 'rock_rattlesnake'}, {'id': 2433, 'synset': 'tiger_rattlesnake.n.01', 'name': 'tiger_rattlesnake'}, {'id': 2434, 'synset': 'mojave_rattlesnake.n.01', 'name': 'Mojave_rattlesnake'}, {'id': 2435, 'synset': 'speckled_rattlesnake.n.01', 'name': 'speckled_rattlesnake'}, {'id': 2436, 'synset': 'massasauga.n.02', 'name': 'massasauga'}, {'id': 2437, 'synset': 'ground_rattler.n.01', 'name': 'ground_rattler'}, {'id': 2438, 'synset': 'fer-de-lance.n.01', 'name': 'fer-de-lance'}, {'id': 2439, 'synset': 'carcase.n.01', 'name': 'carcase'}, {'id': 2440, 'synset': 'carrion.n.01', 'name': 'carrion'}, {'id': 2441, 'synset': 'arthropod.n.01', 'name': 'arthropod'}, {'id': 2442, 'synset': 'trilobite.n.01', 'name': 'trilobite'}, {'id': 2443, 'synset': 'arachnid.n.01', 'name': 'arachnid'}, {'id': 2444, 'synset': 'harvestman.n.01', 'name': 'harvestman'}, {'id': 2445, 'synset': 'scorpion.n.03', 'name': 'scorpion'}, {'id': 2446, 'synset': 'false_scorpion.n.01', 'name': 'false_scorpion'}, {'id': 2447, 'synset': 'book_scorpion.n.01', 'name': 'book_scorpion'}, {'id': 2448, 'synset': 'whip-scorpion.n.01', 'name': 'whip-scorpion'}, {'id': 2449, 'synset': 'vinegarroon.n.01', 'name': 'vinegarroon'}, {'id': 2450, 'synset': 'orb-weaving_spider.n.01', 'name': 'orb-weaving_spider'}, {'id': 2451, 'synset': 'black_and_gold_garden_spider.n.01', 'name': 'black_and_gold_garden_spider'}, {'id': 2452, 'synset': 'barn_spider.n.01', 'name': 'barn_spider'}, {'id': 2453, 'synset': 'garden_spider.n.01', 'name': 'garden_spider'}, {'id': 2454, 'synset': 'comb-footed_spider.n.01', 'name': 'comb-footed_spider'}, {'id': 2455, 'synset': 'black_widow.n.01', 'name': 'black_widow'}, {'id': 2456, 'synset': 'tarantula.n.02', 'name': 'tarantula'}, {'id': 2457, 'synset': 'wolf_spider.n.01', 'name': 'wolf_spider'}, {'id': 2458, 'synset': 'european_wolf_spider.n.01', 'name': 'European_wolf_spider'}, {'id': 2459, 'synset': 'trap-door_spider.n.01', 'name': 'trap-door_spider'}, {'id': 2460, 'synset': 'acarine.n.01', 'name': 'acarine'}, {'id': 2461, 'synset': 'tick.n.02', 'name': 'tick'}, {'id': 2462, 'synset': 'hard_tick.n.01', 'name': 'hard_tick'}, {'id': 2463, 'synset': 'ixodes_dammini.n.01', 'name': 'Ixodes_dammini'}, {'id': 2464, 'synset': 'ixodes_neotomae.n.01', 'name': 'Ixodes_neotomae'}, {'id': 2465, 'synset': 'ixodes_pacificus.n.01', 'name': 'Ixodes_pacificus'}, {'id': 2466, 'synset': 'ixodes_scapularis.n.01', 'name': 'Ixodes_scapularis'}, {'id': 2467, 'synset': 'sheep-tick.n.02', 'name': 'sheep-tick'}, {'id': 2468, 'synset': 'ixodes_persulcatus.n.01', 'name': 'Ixodes_persulcatus'}, {'id': 2469, 'synset': 'ixodes_dentatus.n.01', 'name': 'Ixodes_dentatus'}, {'id': 2470, 'synset': 'ixodes_spinipalpis.n.01', 'name': 'Ixodes_spinipalpis'}, {'id': 2471, 'synset': 'wood_tick.n.01', 'name': 'wood_tick'}, {'id': 2472, 'synset': 'soft_tick.n.01', 'name': 'soft_tick'}, {'id': 2473, 'synset': 'mite.n.02', 'name': 'mite'}, {'id': 2474, 'synset': 'web-spinning_mite.n.01', 'name': 'web-spinning_mite'}, {'id': 2475, 'synset': 'acarid.n.01', 'name': 'acarid'}, {'id': 2476, 'synset': 'trombidiid.n.01', 'name': 'trombidiid'}, {'id': 2477, 'synset': 'trombiculid.n.01', 'name': 'trombiculid'}, {'id': 2478, 'synset': 'harvest_mite.n.01', 'name': 'harvest_mite'}, {'id': 2479, 'synset': 'acarus.n.01', 'name': 'acarus'}, {'id': 2480, 'synset': 'itch_mite.n.01', 'name': 'itch_mite'}, {'id': 2481, 'synset': 'rust_mite.n.01', 'name': 'rust_mite'}, {'id': 2482, 'synset': 'spider_mite.n.01', 'name': 'spider_mite'}, {'id': 2483, 'synset': 'red_spider.n.01', 'name': 'red_spider'}, {'id': 2484, 'synset': 'myriapod.n.01', 'name': 'myriapod'}, {'id': 2485, 'synset': 'garden_centipede.n.01', 'name': 'garden_centipede'}, {'id': 2486, 'synset': 'tardigrade.n.01', 'name': 'tardigrade'}, {'id': 2487, 'synset': 'centipede.n.01', 'name': 'centipede'}, {'id': 2488, 'synset': 'house_centipede.n.01', 'name': 'house_centipede'}, {'id': 2489, 'synset': 'millipede.n.01', 'name': 'millipede'}, {'id': 2490, 'synset': 'sea_spider.n.01', 'name': 'sea_spider'}, {'id': 2491, 'synset': 'merostomata.n.01', 'name': 'Merostomata'}, {'id': 2492, 'synset': 'horseshoe_crab.n.01', 'name': 'horseshoe_crab'}, {'id': 2493, 'synset': 'asian_horseshoe_crab.n.01', 'name': 'Asian_horseshoe_crab'}, {'id': 2494, 'synset': 'eurypterid.n.01', 'name': 'eurypterid'}, {'id': 2495, 'synset': 'tongue_worm.n.01', 'name': 'tongue_worm'}, {'id': 2496, 'synset': 'gallinaceous_bird.n.01', 'name': 'gallinaceous_bird'}, {'id': 2497, 'synset': 'domestic_fowl.n.01', 'name': 'domestic_fowl'}, {'id': 2498, 'synset': 'dorking.n.01', 'name': 'Dorking'}, {'id': 2499, 'synset': 'plymouth_rock.n.02', 'name': 'Plymouth_Rock'}, {'id': 2500, 'synset': 'cornish.n.02', 'name': 'Cornish'}, {'id': 2501, 'synset': 'rock_cornish.n.01', 'name': 'Rock_Cornish'}, {'id': 2502, 'synset': 'game_fowl.n.01', 'name': 'game_fowl'}, {'id': 2503, 'synset': 'cochin.n.01', 'name': 'cochin'}, {'id': 2504, 'synset': 'jungle_fowl.n.01', 'name': 'jungle_fowl'}, {'id': 2505, 'synset': 'jungle_cock.n.01', 'name': 'jungle_cock'}, {'id': 2506, 'synset': 'jungle_hen.n.01', 'name': 'jungle_hen'}, {'id': 2507, 'synset': 'red_jungle_fowl.n.01', 'name': 'red_jungle_fowl'}, {'id': 2508, 'synset': 'bantam.n.01', 'name': 'bantam'}, {'id': 2509, 'synset': 'chick.n.01', 'name': 'chick'}, {'id': 2510, 'synset': 'cockerel.n.01', 'name': 'cockerel'}, {'id': 2511, 'synset': 'capon.n.02', 'name': 'capon'}, {'id': 2512, 'synset': 'hen.n.01', 'name': 'hen'}, {'id': 2513, 'synset': 'cackler.n.01', 'name': 'cackler'}, {'id': 2514, 'synset': 'brood_hen.n.01', 'name': 'brood_hen'}, {'id': 2515, 'synset': 'mother_hen.n.02', 'name': 'mother_hen'}, {'id': 2516, 'synset': 'layer.n.04', 'name': 'layer'}, {'id': 2517, 'synset': 'pullet.n.02', 'name': 'pullet'}, {'id': 2518, 'synset': 'spring_chicken.n.02', 'name': 'spring_chicken'}, {'id': 2519, 'synset': 'rhode_island_red.n.01', 'name': 'Rhode_Island_red'}, {'id': 2520, 'synset': 'dominique.n.01', 'name': 'Dominique'}, {'id': 2521, 'synset': 'orpington.n.01', 'name': 'Orpington'}, {'id': 2522, 'synset': 'turkey.n.01', 'name': 'turkey'}, {'id': 2523, 'synset': 'turkey_cock.n.01', 'name': 'turkey_cock'}, {'id': 2524, 'synset': 'ocellated_turkey.n.01', 'name': 'ocellated_turkey'}, {'id': 2525, 'synset': 'grouse.n.02', 'name': 'grouse'}, {'id': 2526, 'synset': 'black_grouse.n.01', 'name': 'black_grouse'}, {'id': 2527, 'synset': 'european_black_grouse.n.01', 'name': 'European_black_grouse'}, {'id': 2528, 'synset': 'asian_black_grouse.n.01', 'name': 'Asian_black_grouse'}, {'id': 2529, 'synset': 'blackcock.n.01', 'name': 'blackcock'}, {'id': 2530, 'synset': 'greyhen.n.01', 'name': 'greyhen'}, {'id': 2531, 'synset': 'ptarmigan.n.01', 'name': 'ptarmigan'}, {'id': 2532, 'synset': 'red_grouse.n.01', 'name': 'red_grouse'}, {'id': 2533, 'synset': 'moorhen.n.02', 'name': 'moorhen'}, {'id': 2534, 'synset': 'capercaillie.n.01', 'name': 'capercaillie'}, {'id': 2535, 'synset': 'spruce_grouse.n.01', 'name': 'spruce_grouse'}, {'id': 2536, 'synset': 'sage_grouse.n.01', 'name': 'sage_grouse'}, {'id': 2537, 'synset': 'ruffed_grouse.n.01', 'name': 'ruffed_grouse'}, {'id': 2538, 'synset': 'sharp-tailed_grouse.n.01', 'name': 'sharp-tailed_grouse'}, {'id': 2539, 'synset': 'prairie_chicken.n.01', 'name': 'prairie_chicken'}, {'id': 2540, 'synset': 'greater_prairie_chicken.n.01', 'name': 'greater_prairie_chicken'}, {'id': 2541, 'synset': 'lesser_prairie_chicken.n.01', 'name': 'lesser_prairie_chicken'}, {'id': 2542, 'synset': 'heath_hen.n.01', 'name': 'heath_hen'}, {'id': 2543, 'synset': 'guan.n.01', 'name': 'guan'}, {'id': 2544, 'synset': 'curassow.n.01', 'name': 'curassow'}, {'id': 2545, 'synset': 'piping_guan.n.01', 'name': 'piping_guan'}, {'id': 2546, 'synset': 'chachalaca.n.01', 'name': 'chachalaca'}, {'id': 2547, 'synset': 'texas_chachalaca.n.01', 'name': 'Texas_chachalaca'}, {'id': 2548, 'synset': 'megapode.n.01', 'name': 'megapode'}, {'id': 2549, 'synset': 'mallee_fowl.n.01', 'name': 'mallee_fowl'}, {'id': 2550, 'synset': 'mallee_hen.n.01', 'name': 'mallee_hen'}, {'id': 2551, 'synset': 'brush_turkey.n.01', 'name': 'brush_turkey'}, {'id': 2552, 'synset': 'maleo.n.01', 'name': 'maleo'}, {'id': 2553, 'synset': 'phasianid.n.01', 'name': 'phasianid'}, {'id': 2554, 'synset': 'pheasant.n.01', 'name': 'pheasant'}, {'id': 2555, 'synset': 'ring-necked_pheasant.n.01', 'name': 'ring-necked_pheasant'}, {'id': 2556, 'synset': 'afropavo.n.01', 'name': 'afropavo'}, {'id': 2557, 'synset': 'argus.n.02', 'name': 'argus'}, {'id': 2558, 'synset': 'golden_pheasant.n.01', 'name': 'golden_pheasant'}, {'id': 2559, 'synset': 'bobwhite.n.01', 'name': 'bobwhite'}, {'id': 2560, 'synset': 'northern_bobwhite.n.01', 'name': 'northern_bobwhite'}, {'id': 2561, 'synset': 'old_world_quail.n.01', 'name': 'Old_World_quail'}, {'id': 2562, 'synset': 'migratory_quail.n.01', 'name': 'migratory_quail'}, {'id': 2563, 'synset': 'monal.n.01', 'name': 'monal'}, {'id': 2564, 'synset': 'peafowl.n.01', 'name': 'peafowl'}, {'id': 2565, 'synset': 'peachick.n.01', 'name': 'peachick'}, {'id': 2566, 'synset': 'peacock.n.02', 'name': 'peacock'}, {'id': 2567, 'synset': 'peahen.n.01', 'name': 'peahen'}, {'id': 2568, 'synset': 'blue_peafowl.n.01', 'name': 'blue_peafowl'}, {'id': 2569, 'synset': 'green_peafowl.n.01', 'name': 'green_peafowl'}, {'id': 2570, 'synset': 'quail.n.02', 'name': 'quail'}, {'id': 2571, 'synset': 'california_quail.n.01', 'name': 'California_quail'}, {'id': 2572, 'synset': 'tragopan.n.01', 'name': 'tragopan'}, {'id': 2573, 'synset': 'partridge.n.03', 'name': 'partridge'}, {'id': 2574, 'synset': 'hungarian_partridge.n.01', 'name': 'Hungarian_partridge'}, {'id': 2575, 'synset': 'red-legged_partridge.n.01', 'name': 'red-legged_partridge'}, {'id': 2576, 'synset': 'greek_partridge.n.01', 'name': 'Greek_partridge'}, {'id': 2577, 'synset': 'mountain_quail.n.01', 'name': 'mountain_quail'}, {'id': 2578, 'synset': 'guinea_fowl.n.01', 'name': 'guinea_fowl'}, {'id': 2579, 'synset': 'guinea_hen.n.02', 'name': 'guinea_hen'}, {'id': 2580, 'synset': 'hoatzin.n.01', 'name': 'hoatzin'}, {'id': 2581, 'synset': 'tinamou.n.01', 'name': 'tinamou'}, {'id': 2582, 'synset': 'columbiform_bird.n.01', 'name': 'columbiform_bird'}, {'id': 2583, 'synset': 'dodo.n.02', 'name': 'dodo'}, {'id': 2584, 'synset': 'pouter_pigeon.n.01', 'name': 'pouter_pigeon'}, {'id': 2585, 'synset': 'rock_dove.n.01', 'name': 'rock_dove'}, {'id': 2586, 'synset': 'band-tailed_pigeon.n.01', 'name': 'band-tailed_pigeon'}, {'id': 2587, 'synset': 'wood_pigeon.n.01', 'name': 'wood_pigeon'}, {'id': 2588, 'synset': 'turtledove.n.02', 'name': 'turtledove'}, {'id': 2589, 'synset': 'streptopelia_turtur.n.01', 'name': 'Streptopelia_turtur'}, {'id': 2590, 'synset': 'ringdove.n.01', 'name': 'ringdove'}, {'id': 2591, 'synset': 'australian_turtledove.n.01', 'name': 'Australian_turtledove'}, {'id': 2592, 'synset': 'mourning_dove.n.01', 'name': 'mourning_dove'}, {'id': 2593, 'synset': 'domestic_pigeon.n.01', 'name': 'domestic_pigeon'}, {'id': 2594, 'synset': 'squab.n.03', 'name': 'squab'}, {'id': 2595, 'synset': 'fairy_swallow.n.01', 'name': 'fairy_swallow'}, {'id': 2596, 'synset': 'roller.n.07', 'name': 'roller'}, {'id': 2597, 'synset': 'homing_pigeon.n.01', 'name': 'homing_pigeon'}, {'id': 2598, 'synset': 'carrier_pigeon.n.01', 'name': 'carrier_pigeon'}, {'id': 2599, 'synset': 'passenger_pigeon.n.01', 'name': 'passenger_pigeon'}, {'id': 2600, 'synset': 'sandgrouse.n.01', 'name': 'sandgrouse'}, {'id': 2601, 'synset': 'painted_sandgrouse.n.01', 'name': 'painted_sandgrouse'}, {'id': 2602, 'synset': 'pin-tailed_sandgrouse.n.01', 'name': 'pin-tailed_sandgrouse'}, {'id': 2603, 'synset': "pallas's_sandgrouse.n.01", 'name': "pallas's_sandgrouse"}, {'id': 2604, 'synset': 'popinjay.n.02', 'name': 'popinjay'}, {'id': 2605, 'synset': 'poll.n.04', 'name': 'poll'}, {'id': 2606, 'synset': 'african_grey.n.01', 'name': 'African_grey'}, {'id': 2607, 'synset': 'amazon.n.04', 'name': 'amazon'}, {'id': 2608, 'synset': 'macaw.n.01', 'name': 'macaw'}, {'id': 2609, 'synset': 'kea.n.01', 'name': 'kea'}, {'id': 2610, 'synset': 'cockatoo.n.01', 'name': 'cockatoo'}, {'id': 2611, 'synset': 'sulphur-crested_cockatoo.n.01', 'name': 'sulphur-crested_cockatoo'}, {'id': 2612, 'synset': 'pink_cockatoo.n.01', 'name': 'pink_cockatoo'}, {'id': 2613, 'synset': 'cockateel.n.01', 'name': 'cockateel'}, {'id': 2614, 'synset': 'lovebird.n.02', 'name': 'lovebird'}, {'id': 2615, 'synset': 'lory.n.01', 'name': 'lory'}, {'id': 2616, 'synset': 'lorikeet.n.01', 'name': 'lorikeet'}, {'id': 2617, 'synset': 'varied_lorikeet.n.01', 'name': 'varied_Lorikeet'}, {'id': 2618, 'synset': 'rainbow_lorikeet.n.01', 'name': 'rainbow_lorikeet'}, {'id': 2619, 'synset': 'carolina_parakeet.n.01', 'name': 'Carolina_parakeet'}, {'id': 2620, 'synset': 'budgerigar.n.01', 'name': 'budgerigar'}, {'id': 2621, 'synset': 'ring-necked_parakeet.n.01', 'name': 'ring-necked_parakeet'}, {'id': 2622, 'synset': 'cuculiform_bird.n.01', 'name': 'cuculiform_bird'}, {'id': 2623, 'synset': 'cuckoo.n.02', 'name': 'cuckoo'}, {'id': 2624, 'synset': 'european_cuckoo.n.01', 'name': 'European_cuckoo'}, {'id': 2625, 'synset': 'black-billed_cuckoo.n.01', 'name': 'black-billed_cuckoo'}, {'id': 2626, 'synset': 'roadrunner.n.01', 'name': 'roadrunner'}, {'id': 2627, 'synset': 'ani.n.01', 'name': 'ani'}, {'id': 2628, 'synset': 'coucal.n.01', 'name': 'coucal'}, {'id': 2629, 'synset': 'crow_pheasant.n.01', 'name': 'crow_pheasant'}, {'id': 2630, 'synset': 'touraco.n.01', 'name': 'touraco'}, {'id': 2631, 'synset': 'coraciiform_bird.n.01', 'name': 'coraciiform_bird'}, {'id': 2632, 'synset': 'roller.n.06', 'name': 'roller'}, {'id': 2633, 'synset': 'european_roller.n.01', 'name': 'European_roller'}, {'id': 2634, 'synset': 'ground_roller.n.01', 'name': 'ground_roller'}, {'id': 2635, 'synset': 'kingfisher.n.01', 'name': 'kingfisher'}, {'id': 2636, 'synset': 'eurasian_kingfisher.n.01', 'name': 'Eurasian_kingfisher'}, {'id': 2637, 'synset': 'belted_kingfisher.n.01', 'name': 'belted_kingfisher'}, {'id': 2638, 'synset': 'kookaburra.n.01', 'name': 'kookaburra'}, {'id': 2639, 'synset': 'bee_eater.n.01', 'name': 'bee_eater'}, {'id': 2640, 'synset': 'hornbill.n.01', 'name': 'hornbill'}, {'id': 2641, 'synset': 'hoopoe.n.01', 'name': 'hoopoe'}, {'id': 2642, 'synset': 'euopean_hoopoe.n.01', 'name': 'Euopean_hoopoe'}, {'id': 2643, 'synset': 'wood_hoopoe.n.01', 'name': 'wood_hoopoe'}, {'id': 2644, 'synset': 'motmot.n.01', 'name': 'motmot'}, {'id': 2645, 'synset': 'tody.n.01', 'name': 'tody'}, {'id': 2646, 'synset': 'apodiform_bird.n.01', 'name': 'apodiform_bird'}, {'id': 2647, 'synset': 'swift.n.03', 'name': 'swift'}, {'id': 2648, 'synset': 'european_swift.n.01', 'name': 'European_swift'}, {'id': 2649, 'synset': 'chimney_swift.n.01', 'name': 'chimney_swift'}, {'id': 2650, 'synset': 'swiftlet.n.01', 'name': 'swiftlet'}, {'id': 2651, 'synset': 'tree_swift.n.01', 'name': 'tree_swift'}, {'id': 2652, 'synset': 'archilochus_colubris.n.01', 'name': 'Archilochus_colubris'}, {'id': 2653, 'synset': 'thornbill.n.01', 'name': 'thornbill'}, {'id': 2654, 'synset': 'goatsucker.n.01', 'name': 'goatsucker'}, {'id': 2655, 'synset': 'european_goatsucker.n.01', 'name': 'European_goatsucker'}, {'id': 2656, 'synset': "chuck-will's-widow.n.01", 'name': "chuck-will's-widow"}, {'id': 2657, 'synset': 'whippoorwill.n.01', 'name': 'whippoorwill'}, {'id': 2658, 'synset': 'poorwill.n.01', 'name': 'poorwill'}, {'id': 2659, 'synset': 'frogmouth.n.01', 'name': 'frogmouth'}, {'id': 2660, 'synset': 'oilbird.n.01', 'name': 'oilbird'}, {'id': 2661, 'synset': 'piciform_bird.n.01', 'name': 'piciform_bird'}, {'id': 2662, 'synset': 'woodpecker.n.01', 'name': 'woodpecker'}, {'id': 2663, 'synset': 'green_woodpecker.n.01', 'name': 'green_woodpecker'}, {'id': 2664, 'synset': 'downy_woodpecker.n.01', 'name': 'downy_woodpecker'}, {'id': 2665, 'synset': 'flicker.n.02', 'name': 'flicker'}, {'id': 2666, 'synset': 'yellow-shafted_flicker.n.01', 'name': 'yellow-shafted_flicker'}, {'id': 2667, 'synset': 'gilded_flicker.n.01', 'name': 'gilded_flicker'}, {'id': 2668, 'synset': 'red-shafted_flicker.n.01', 'name': 'red-shafted_flicker'}, {'id': 2669, 'synset': 'ivorybill.n.01', 'name': 'ivorybill'}, {'id': 2670, 'synset': 'redheaded_woodpecker.n.01', 'name': 'redheaded_woodpecker'}, {'id': 2671, 'synset': 'sapsucker.n.01', 'name': 'sapsucker'}, {'id': 2672, 'synset': 'yellow-bellied_sapsucker.n.01', 'name': 'yellow-bellied_sapsucker'}, {'id': 2673, 'synset': 'red-breasted_sapsucker.n.01', 'name': 'red-breasted_sapsucker'}, {'id': 2674, 'synset': 'wryneck.n.02', 'name': 'wryneck'}, {'id': 2675, 'synset': 'piculet.n.01', 'name': 'piculet'}, {'id': 2676, 'synset': 'barbet.n.01', 'name': 'barbet'}, {'id': 2677, 'synset': 'puffbird.n.01', 'name': 'puffbird'}, {'id': 2678, 'synset': 'honey_guide.n.01', 'name': 'honey_guide'}, {'id': 2679, 'synset': 'jacamar.n.01', 'name': 'jacamar'}, {'id': 2680, 'synset': 'toucan.n.01', 'name': 'toucan'}, {'id': 2681, 'synset': 'toucanet.n.01', 'name': 'toucanet'}, {'id': 2682, 'synset': 'trogon.n.01', 'name': 'trogon'}, {'id': 2683, 'synset': 'quetzal.n.02', 'name': 'quetzal'}, {'id': 2684, 'synset': 'resplendent_quetzel.n.01', 'name': 'resplendent_quetzel'}, {'id': 2685, 'synset': 'aquatic_bird.n.01', 'name': 'aquatic_bird'}, {'id': 2686, 'synset': 'waterfowl.n.01', 'name': 'waterfowl'}, {'id': 2687, 'synset': 'anseriform_bird.n.01', 'name': 'anseriform_bird'}, {'id': 2688, 'synset': 'drake.n.02', 'name': 'drake'}, {'id': 2689, 'synset': 'quack-quack.n.01', 'name': 'quack-quack'}, {'id': 2690, 'synset': 'diving_duck.n.01', 'name': 'diving_duck'}, {'id': 2691, 'synset': 'dabbling_duck.n.01', 'name': 'dabbling_duck'}, {'id': 2692, 'synset': 'black_duck.n.01', 'name': 'black_duck'}, {'id': 2693, 'synset': 'teal.n.02', 'name': 'teal'}, {'id': 2694, 'synset': 'greenwing.n.01', 'name': 'greenwing'}, {'id': 2695, 'synset': 'bluewing.n.01', 'name': 'bluewing'}, {'id': 2696, 'synset': 'garganey.n.01', 'name': 'garganey'}, {'id': 2697, 'synset': 'widgeon.n.01', 'name': 'widgeon'}, {'id': 2698, 'synset': 'american_widgeon.n.01', 'name': 'American_widgeon'}, {'id': 2699, 'synset': 'shoveler.n.02', 'name': 'shoveler'}, {'id': 2700, 'synset': 'pintail.n.01', 'name': 'pintail'}, {'id': 2701, 'synset': 'sheldrake.n.02', 'name': 'sheldrake'}, {'id': 2702, 'synset': 'shelduck.n.01', 'name': 'shelduck'}, {'id': 2703, 'synset': 'ruddy_duck.n.01', 'name': 'ruddy_duck'}, {'id': 2704, 'synset': 'bufflehead.n.01', 'name': 'bufflehead'}, {'id': 2705, 'synset': 'goldeneye.n.02', 'name': 'goldeneye'}, {'id': 2706, 'synset': "barrow's_goldeneye.n.01", 'name': "Barrow's_goldeneye"}, {'id': 2707, 'synset': 'canvasback.n.01', 'name': 'canvasback'}, {'id': 2708, 'synset': 'pochard.n.01', 'name': 'pochard'}, {'id': 2709, 'synset': 'redhead.n.02', 'name': 'redhead'}, {'id': 2710, 'synset': 'scaup.n.01', 'name': 'scaup'}, {'id': 2711, 'synset': 'greater_scaup.n.01', 'name': 'greater_scaup'}, {'id': 2712, 'synset': 'lesser_scaup.n.01', 'name': 'lesser_scaup'}, {'id': 2713, 'synset': 'wild_duck.n.01', 'name': 'wild_duck'}, {'id': 2714, 'synset': 'wood_duck.n.01', 'name': 'wood_duck'}, {'id': 2715, 'synset': 'wood_drake.n.01', 'name': 'wood_drake'}, {'id': 2716, 'synset': 'mandarin_duck.n.01', 'name': 'mandarin_duck'}, {'id': 2717, 'synset': 'muscovy_duck.n.01', 'name': 'muscovy_duck'}, {'id': 2718, 'synset': 'sea_duck.n.01', 'name': 'sea_duck'}, {'id': 2719, 'synset': 'eider.n.01', 'name': 'eider'}, {'id': 2720, 'synset': 'scoter.n.01', 'name': 'scoter'}, {'id': 2721, 'synset': 'common_scoter.n.01', 'name': 'common_scoter'}, {'id': 2722, 'synset': 'old_squaw.n.01', 'name': 'old_squaw'}, {'id': 2723, 'synset': 'merganser.n.01', 'name': 'merganser'}, {'id': 2724, 'synset': 'goosander.n.01', 'name': 'goosander'}, {'id': 2725, 'synset': 'american_merganser.n.01', 'name': 'American_merganser'}, {'id': 2726, 'synset': 'red-breasted_merganser.n.01', 'name': 'red-breasted_merganser'}, {'id': 2727, 'synset': 'smew.n.01', 'name': 'smew'}, {'id': 2728, 'synset': 'hooded_merganser.n.01', 'name': 'hooded_merganser'}, {'id': 2729, 'synset': 'gosling.n.01', 'name': 'gosling'}, {'id': 2730, 'synset': 'gander.n.01', 'name': 'gander'}, {'id': 2731, 'synset': 'chinese_goose.n.01', 'name': 'Chinese_goose'}, {'id': 2732, 'synset': 'greylag.n.01', 'name': 'greylag'}, {'id': 2733, 'synset': 'blue_goose.n.01', 'name': 'blue_goose'}, {'id': 2734, 'synset': 'snow_goose.n.01', 'name': 'snow_goose'}, {'id': 2735, 'synset': 'brant.n.01', 'name': 'brant'}, {'id': 2736, 'synset': 'common_brant_goose.n.01', 'name': 'common_brant_goose'}, {'id': 2737, 'synset': 'honker.n.03', 'name': 'honker'}, {'id': 2738, 'synset': 'barnacle_goose.n.01', 'name': 'barnacle_goose'}, {'id': 2739, 'synset': 'coscoroba.n.01', 'name': 'coscoroba'}, {'id': 2740, 'synset': 'swan.n.01', 'name': 'swan'}, {'id': 2741, 'synset': 'cob.n.04', 'name': 'cob'}, {'id': 2742, 'synset': 'pen.n.05', 'name': 'pen'}, {'id': 2743, 'synset': 'cygnet.n.01', 'name': 'cygnet'}, {'id': 2744, 'synset': 'mute_swan.n.01', 'name': 'mute_swan'}, {'id': 2745, 'synset': 'whooper.n.02', 'name': 'whooper'}, {'id': 2746, 'synset': 'tundra_swan.n.01', 'name': 'tundra_swan'}, {'id': 2747, 'synset': 'whistling_swan.n.01', 'name': 'whistling_swan'}, {'id': 2748, 'synset': "bewick's_swan.n.01", 'name': "Bewick's_swan"}, {'id': 2749, 'synset': 'trumpeter.n.04', 'name': 'trumpeter'}, {'id': 2750, 'synset': 'black_swan.n.01', 'name': 'black_swan'}, {'id': 2751, 'synset': 'screamer.n.03', 'name': 'screamer'}, {'id': 2752, 'synset': 'horned_screamer.n.01', 'name': 'horned_screamer'}, {'id': 2753, 'synset': 'crested_screamer.n.01', 'name': 'crested_screamer'}, {'id': 2754, 'synset': 'chaja.n.01', 'name': 'chaja'}, {'id': 2755, 'synset': 'mammal.n.01', 'name': 'mammal'}, {'id': 2756, 'synset': 'female_mammal.n.01', 'name': 'female_mammal'}, {'id': 2757, 'synset': 'tusker.n.01', 'name': 'tusker'}, {'id': 2758, 'synset': 'prototherian.n.01', 'name': 'prototherian'}, {'id': 2759, 'synset': 'monotreme.n.01', 'name': 'monotreme'}, {'id': 2760, 'synset': 'echidna.n.02', 'name': 'echidna'}, {'id': 2761, 'synset': 'echidna.n.01', 'name': 'echidna'}, {'id': 2762, 'synset': 'platypus.n.01', 'name': 'platypus'}, {'id': 2763, 'synset': 'marsupial.n.01', 'name': 'marsupial'}, {'id': 2764, 'synset': 'opossum.n.02', 'name': 'opossum'}, {'id': 2765, 'synset': 'common_opossum.n.01', 'name': 'common_opossum'}, {'id': 2766, 'synset': 'crab-eating_opossum.n.01', 'name': 'crab-eating_opossum'}, {'id': 2767, 'synset': 'opossum_rat.n.01', 'name': 'opossum_rat'}, {'id': 2768, 'synset': 'bandicoot.n.01', 'name': 'bandicoot'}, {'id': 2769, 'synset': 'rabbit-eared_bandicoot.n.01', 'name': 'rabbit-eared_bandicoot'}, {'id': 2770, 'synset': 'kangaroo.n.01', 'name': 'kangaroo'}, {'id': 2771, 'synset': 'giant_kangaroo.n.01', 'name': 'giant_kangaroo'}, {'id': 2772, 'synset': 'wallaby.n.01', 'name': 'wallaby'}, {'id': 2773, 'synset': 'common_wallaby.n.01', 'name': 'common_wallaby'}, {'id': 2774, 'synset': 'hare_wallaby.n.01', 'name': 'hare_wallaby'}, {'id': 2775, 'synset': 'nail-tailed_wallaby.n.01', 'name': 'nail-tailed_wallaby'}, {'id': 2776, 'synset': 'rock_wallaby.n.01', 'name': 'rock_wallaby'}, {'id': 2777, 'synset': 'pademelon.n.01', 'name': 'pademelon'}, {'id': 2778, 'synset': 'tree_wallaby.n.01', 'name': 'tree_wallaby'}, {'id': 2779, 'synset': 'musk_kangaroo.n.01', 'name': 'musk_kangaroo'}, {'id': 2780, 'synset': 'rat_kangaroo.n.01', 'name': 'rat_kangaroo'}, {'id': 2781, 'synset': 'potoroo.n.01', 'name': 'potoroo'}, {'id': 2782, 'synset': 'bettong.n.01', 'name': 'bettong'}, {'id': 2783, 'synset': 'jerboa_kangaroo.n.01', 'name': 'jerboa_kangaroo'}, {'id': 2784, 'synset': 'phalanger.n.01', 'name': 'phalanger'}, {'id': 2785, 'synset': 'cuscus.n.01', 'name': 'cuscus'}, {'id': 2786, 'synset': 'brush-tailed_phalanger.n.01', 'name': 'brush-tailed_phalanger'}, {'id': 2787, 'synset': 'flying_phalanger.n.01', 'name': 'flying_phalanger'}, {'id': 2788, 'synset': 'wombat.n.01', 'name': 'wombat'}, {'id': 2789, 'synset': 'dasyurid_marsupial.n.01', 'name': 'dasyurid_marsupial'}, {'id': 2790, 'synset': 'dasyure.n.01', 'name': 'dasyure'}, {'id': 2791, 'synset': 'eastern_dasyure.n.01', 'name': 'eastern_dasyure'}, {'id': 2792, 'synset': 'native_cat.n.01', 'name': 'native_cat'}, {'id': 2793, 'synset': 'thylacine.n.01', 'name': 'thylacine'}, {'id': 2794, 'synset': 'tasmanian_devil.n.01', 'name': 'Tasmanian_devil'}, {'id': 2795, 'synset': 'pouched_mouse.n.01', 'name': 'pouched_mouse'}, {'id': 2796, 'synset': 'numbat.n.01', 'name': 'numbat'}, {'id': 2797, 'synset': 'pouched_mole.n.01', 'name': 'pouched_mole'}, {'id': 2798, 'synset': 'placental.n.01', 'name': 'placental'}, {'id': 2799, 'synset': 'livestock.n.01', 'name': 'livestock'}, {'id': 2800, 'synset': 'cow.n.02', 'name': 'cow'}, {'id': 2801, 'synset': 'calf.n.04', 'name': 'calf'}, {'id': 2802, 'synset': 'yearling.n.03', 'name': 'yearling'}, {'id': 2803, 'synset': 'buck.n.05', 'name': 'buck'}, {'id': 2804, 'synset': 'doe.n.02', 'name': 'doe'}, {'id': 2805, 'synset': 'insectivore.n.01', 'name': 'insectivore'}, {'id': 2806, 'synset': 'mole.n.06', 'name': 'mole'}, {'id': 2807, 'synset': 'starnose_mole.n.01', 'name': 'starnose_mole'}, {'id': 2808, 'synset': "brewer's_mole.n.01", 'name': "brewer's_mole"}, {'id': 2809, 'synset': 'golden_mole.n.01', 'name': 'golden_mole'}, {'id': 2810, 'synset': 'shrew_mole.n.01', 'name': 'shrew_mole'}, {'id': 2811, 'synset': 'asiatic_shrew_mole.n.01', 'name': 'Asiatic_shrew_mole'}, {'id': 2812, 'synset': 'american_shrew_mole.n.01', 'name': 'American_shrew_mole'}, {'id': 2813, 'synset': 'shrew.n.02', 'name': 'shrew'}, {'id': 2814, 'synset': 'common_shrew.n.01', 'name': 'common_shrew'}, {'id': 2815, 'synset': 'masked_shrew.n.01', 'name': 'masked_shrew'}, {'id': 2816, 'synset': 'short-tailed_shrew.n.01', 'name': 'short-tailed_shrew'}, {'id': 2817, 'synset': 'water_shrew.n.01', 'name': 'water_shrew'}, {'id': 2818, 'synset': 'american_water_shrew.n.01', 'name': 'American_water_shrew'}, {'id': 2819, 'synset': 'european_water_shrew.n.01', 'name': 'European_water_shrew'}, {'id': 2820, 'synset': 'mediterranean_water_shrew.n.01', 'name': 'Mediterranean_water_shrew'}, {'id': 2821, 'synset': 'least_shrew.n.01', 'name': 'least_shrew'}, {'id': 2822, 'synset': 'hedgehog.n.02', 'name': 'hedgehog'}, {'id': 2823, 'synset': 'tenrec.n.01', 'name': 'tenrec'}, {'id': 2824, 'synset': 'tailless_tenrec.n.01', 'name': 'tailless_tenrec'}, {'id': 2825, 'synset': 'otter_shrew.n.01', 'name': 'otter_shrew'}, {'id': 2826, 'synset': 'eiderdown.n.02', 'name': 'eiderdown'}, {'id': 2827, 'synset': 'aftershaft.n.01', 'name': 'aftershaft'}, {'id': 2828, 'synset': 'sickle_feather.n.01', 'name': 'sickle_feather'}, {'id': 2829, 'synset': 'contour_feather.n.01', 'name': 'contour_feather'}, {'id': 2830, 'synset': 'bastard_wing.n.01', 'name': 'bastard_wing'}, {'id': 2831, 'synset': 'saddle_hackle.n.01', 'name': 'saddle_hackle'}, {'id': 2832, 'synset': 'encolure.n.01', 'name': 'encolure'}, {'id': 2833, 'synset': 'hair.n.06', 'name': 'hair'}, {'id': 2834, 'synset': 'squama.n.01', 'name': 'squama'}, {'id': 2835, 'synset': 'scute.n.01', 'name': 'scute'}, {'id': 2836, 'synset': 'sclerite.n.01', 'name': 'sclerite'}, {'id': 2837, 'synset': 'plastron.n.05', 'name': 'plastron'}, {'id': 2838, 'synset': 'scallop_shell.n.01', 'name': 'scallop_shell'}, {'id': 2839, 'synset': 'oyster_shell.n.01', 'name': 'oyster_shell'}, {'id': 2840, 'synset': 'theca.n.02', 'name': 'theca'}, {'id': 2841, 'synset': 'invertebrate.n.01', 'name': 'invertebrate'}, {'id': 2842, 'synset': 'sponge.n.04', 'name': 'sponge'}, {'id': 2843, 'synset': 'choanocyte.n.01', 'name': 'choanocyte'}, {'id': 2844, 'synset': 'glass_sponge.n.01', 'name': 'glass_sponge'}, {'id': 2845, 'synset': "venus's_flower_basket.n.01", 'name': "Venus's_flower_basket"}, {'id': 2846, 'synset': 'metazoan.n.01', 'name': 'metazoan'}, {'id': 2847, 'synset': 'coelenterate.n.01', 'name': 'coelenterate'}, {'id': 2848, 'synset': 'planula.n.01', 'name': 'planula'}, {'id': 2849, 'synset': 'polyp.n.02', 'name': 'polyp'}, {'id': 2850, 'synset': 'medusa.n.02', 'name': 'medusa'}, {'id': 2851, 'synset': 'jellyfish.n.02', 'name': 'jellyfish'}, {'id': 2852, 'synset': 'scyphozoan.n.01', 'name': 'scyphozoan'}, {'id': 2853, 'synset': 'chrysaora_quinquecirrha.n.01', 'name': 'Chrysaora_quinquecirrha'}, {'id': 2854, 'synset': 'hydrozoan.n.01', 'name': 'hydrozoan'}, {'id': 2855, 'synset': 'hydra.n.04', 'name': 'hydra'}, {'id': 2856, 'synset': 'siphonophore.n.01', 'name': 'siphonophore'}, {'id': 2857, 'synset': 'nanomia.n.01', 'name': 'nanomia'}, {'id': 2858, 'synset': 'portuguese_man-of-war.n.01', 'name': 'Portuguese_man-of-war'}, {'id': 2859, 'synset': 'praya.n.01', 'name': 'praya'}, {'id': 2860, 'synset': 'apolemia.n.01', 'name': 'apolemia'}, {'id': 2861, 'synset': 'anthozoan.n.01', 'name': 'anthozoan'}, {'id': 2862, 'synset': 'sea_anemone.n.01', 'name': 'sea_anemone'}, {'id': 2863, 'synset': 'actinia.n.02', 'name': 'actinia'}, {'id': 2864, 'synset': 'sea_pen.n.01', 'name': 'sea_pen'}, {'id': 2865, 'synset': 'coral.n.04', 'name': 'coral'}, {'id': 2866, 'synset': 'gorgonian.n.01', 'name': 'gorgonian'}, {'id': 2867, 'synset': 'sea_feather.n.01', 'name': 'sea_feather'}, {'id': 2868, 'synset': 'sea_fan.n.01', 'name': 'sea_fan'}, {'id': 2869, 'synset': 'red_coral.n.02', 'name': 'red_coral'}, {'id': 2870, 'synset': 'stony_coral.n.01', 'name': 'stony_coral'}, {'id': 2871, 'synset': 'brain_coral.n.01', 'name': 'brain_coral'}, {'id': 2872, 'synset': 'staghorn_coral.n.01', 'name': 'staghorn_coral'}, {'id': 2873, 'synset': 'mushroom_coral.n.01', 'name': 'mushroom_coral'}, {'id': 2874, 'synset': 'ctenophore.n.01', 'name': 'ctenophore'}, {'id': 2875, 'synset': 'beroe.n.01', 'name': 'beroe'}, {'id': 2876, 'synset': 'platyctenean.n.01', 'name': 'platyctenean'}, {'id': 2877, 'synset': 'sea_gooseberry.n.01', 'name': 'sea_gooseberry'}, {'id': 2878, 'synset': "venus's_girdle.n.01", 'name': "Venus's_girdle"}, {'id': 2879, 'synset': 'worm.n.01', 'name': 'worm'}, {'id': 2880, 'synset': 'helminth.n.01', 'name': 'helminth'}, {'id': 2881, 'synset': 'woodworm.n.01', 'name': 'woodworm'}, {'id': 2882, 'synset': 'woodborer.n.01', 'name': 'woodborer'}, {'id': 2883, 'synset': 'acanthocephalan.n.01', 'name': 'acanthocephalan'}, {'id': 2884, 'synset': 'arrowworm.n.01', 'name': 'arrowworm'}, {'id': 2885, 'synset': 'bladder_worm.n.01', 'name': 'bladder_worm'}, {'id': 2886, 'synset': 'flatworm.n.01', 'name': 'flatworm'}, {'id': 2887, 'synset': 'planarian.n.01', 'name': 'planarian'}, {'id': 2888, 'synset': 'fluke.n.05', 'name': 'fluke'}, {'id': 2889, 'synset': 'cercaria.n.01', 'name': 'cercaria'}, {'id': 2890, 'synset': 'liver_fluke.n.01', 'name': 'liver_fluke'}, {'id': 2891, 'synset': 'fasciolopsis_buski.n.01', 'name': 'Fasciolopsis_buski'}, {'id': 2892, 'synset': 'schistosome.n.01', 'name': 'schistosome'}, {'id': 2893, 'synset': 'tapeworm.n.01', 'name': 'tapeworm'}, {'id': 2894, 'synset': 'echinococcus.n.01', 'name': 'echinococcus'}, {'id': 2895, 'synset': 'taenia.n.02', 'name': 'taenia'}, {'id': 2896, 'synset': 'ribbon_worm.n.01', 'name': 'ribbon_worm'}, {'id': 2897, 'synset': 'beard_worm.n.01', 'name': 'beard_worm'}, {'id': 2898, 'synset': 'rotifer.n.01', 'name': 'rotifer'}, {'id': 2899, 'synset': 'nematode.n.01', 'name': 'nematode'}, {'id': 2900, 'synset': 'common_roundworm.n.01', 'name': 'common_roundworm'}, {'id': 2901, 'synset': 'chicken_roundworm.n.01', 'name': 'chicken_roundworm'}, {'id': 2902, 'synset': 'pinworm.n.01', 'name': 'pinworm'}, {'id': 2903, 'synset': 'eelworm.n.01', 'name': 'eelworm'}, {'id': 2904, 'synset': 'vinegar_eel.n.01', 'name': 'vinegar_eel'}, {'id': 2905, 'synset': 'trichina.n.01', 'name': 'trichina'}, {'id': 2906, 'synset': 'hookworm.n.01', 'name': 'hookworm'}, {'id': 2907, 'synset': 'filaria.n.02', 'name': 'filaria'}, {'id': 2908, 'synset': 'guinea_worm.n.02', 'name': 'Guinea_worm'}, {'id': 2909, 'synset': 'annelid.n.01', 'name': 'annelid'}, {'id': 2910, 'synset': 'archiannelid.n.01', 'name': 'archiannelid'}, {'id': 2911, 'synset': 'oligochaete.n.01', 'name': 'oligochaete'}, {'id': 2912, 'synset': 'earthworm.n.01', 'name': 'earthworm'}, {'id': 2913, 'synset': 'polychaete.n.01', 'name': 'polychaete'}, {'id': 2914, 'synset': 'lugworm.n.01', 'name': 'lugworm'}, {'id': 2915, 'synset': 'sea_mouse.n.01', 'name': 'sea_mouse'}, {'id': 2916, 'synset': 'bloodworm.n.01', 'name': 'bloodworm'}, {'id': 2917, 'synset': 'leech.n.01', 'name': 'leech'}, {'id': 2918, 'synset': 'medicinal_leech.n.01', 'name': 'medicinal_leech'}, {'id': 2919, 'synset': 'horseleech.n.01', 'name': 'horseleech'}, {'id': 2920, 'synset': 'mollusk.n.01', 'name': 'mollusk'}, {'id': 2921, 'synset': 'scaphopod.n.01', 'name': 'scaphopod'}, {'id': 2922, 'synset': 'tooth_shell.n.01', 'name': 'tooth_shell'}, {'id': 2923, 'synset': 'gastropod.n.01', 'name': 'gastropod'}, {'id': 2924, 'synset': 'abalone.n.01', 'name': 'abalone'}, {'id': 2925, 'synset': 'ormer.n.01', 'name': 'ormer'}, {'id': 2926, 'synset': 'scorpion_shell.n.01', 'name': 'scorpion_shell'}, {'id': 2927, 'synset': 'conch.n.01', 'name': 'conch'}, {'id': 2928, 'synset': 'giant_conch.n.01', 'name': 'giant_conch'}, {'id': 2929, 'synset': 'snail.n.01', 'name': 'snail'}, {'id': 2930, 'synset': 'edible_snail.n.01', 'name': 'edible_snail'}, {'id': 2931, 'synset': 'garden_snail.n.01', 'name': 'garden_snail'}, {'id': 2932, 'synset': 'brown_snail.n.01', 'name': 'brown_snail'}, {'id': 2933, 'synset': 'helix_hortensis.n.01', 'name': 'Helix_hortensis'}, {'id': 2934, 'synset': 'slug.n.07', 'name': 'slug'}, {'id': 2935, 'synset': 'seasnail.n.02', 'name': 'seasnail'}, {'id': 2936, 'synset': 'neritid.n.01', 'name': 'neritid'}, {'id': 2937, 'synset': 'nerita.n.01', 'name': 'nerita'}, {'id': 2938, 'synset': 'bleeding_tooth.n.01', 'name': 'bleeding_tooth'}, {'id': 2939, 'synset': 'neritina.n.01', 'name': 'neritina'}, {'id': 2940, 'synset': 'whelk.n.02', 'name': 'whelk'}, {'id': 2941, 'synset': 'moon_shell.n.01', 'name': 'moon_shell'}, {'id': 2942, 'synset': 'periwinkle.n.04', 'name': 'periwinkle'}, {'id': 2943, 'synset': 'limpet.n.02', 'name': 'limpet'}, {'id': 2944, 'synset': 'common_limpet.n.01', 'name': 'common_limpet'}, {'id': 2945, 'synset': 'keyhole_limpet.n.01', 'name': 'keyhole_limpet'}, {'id': 2946, 'synset': 'river_limpet.n.01', 'name': 'river_limpet'}, {'id': 2947, 'synset': 'sea_slug.n.01', 'name': 'sea_slug'}, {'id': 2948, 'synset': 'sea_hare.n.01', 'name': 'sea_hare'}, {'id': 2949, 'synset': 'hermissenda_crassicornis.n.01', 'name': 'Hermissenda_crassicornis'}, {'id': 2950, 'synset': 'bubble_shell.n.01', 'name': 'bubble_shell'}, {'id': 2951, 'synset': 'physa.n.01', 'name': 'physa'}, {'id': 2952, 'synset': 'cowrie.n.01', 'name': 'cowrie'}, {'id': 2953, 'synset': 'money_cowrie.n.01', 'name': 'money_cowrie'}, {'id': 2954, 'synset': 'tiger_cowrie.n.01', 'name': 'tiger_cowrie'}, {'id': 2955, 'synset': 'solenogaster.n.01', 'name': 'solenogaster'}, {'id': 2956, 'synset': 'chiton.n.02', 'name': 'chiton'}, {'id': 2957, 'synset': 'bivalve.n.01', 'name': 'bivalve'}, {'id': 2958, 'synset': 'spat.n.03', 'name': 'spat'}, {'id': 2959, 'synset': 'clam.n.01', 'name': 'clam'}, {'id': 2960, 'synset': 'soft-shell_clam.n.02', 'name': 'soft-shell_clam'}, {'id': 2961, 'synset': 'quahog.n.02', 'name': 'quahog'}, {'id': 2962, 'synset': 'littleneck.n.02', 'name': 'littleneck'}, {'id': 2963, 'synset': 'cherrystone.n.02', 'name': 'cherrystone'}, {'id': 2964, 'synset': 'geoduck.n.01', 'name': 'geoduck'}, {'id': 2965, 'synset': 'razor_clam.n.01', 'name': 'razor_clam'}, {'id': 2966, 'synset': 'giant_clam.n.01', 'name': 'giant_clam'}, {'id': 2967, 'synset': 'cockle.n.02', 'name': 'cockle'}, {'id': 2968, 'synset': 'edible_cockle.n.01', 'name': 'edible_cockle'}, {'id': 2969, 'synset': 'oyster.n.01', 'name': 'oyster'}, {'id': 2970, 'synset': 'japanese_oyster.n.01', 'name': 'Japanese_oyster'}, {'id': 2971, 'synset': 'virginia_oyster.n.01', 'name': 'Virginia_oyster'}, {'id': 2972, 'synset': 'pearl_oyster.n.01', 'name': 'pearl_oyster'}, {'id': 2973, 'synset': 'saddle_oyster.n.01', 'name': 'saddle_oyster'}, {'id': 2974, 'synset': 'window_oyster.n.01', 'name': 'window_oyster'}, {'id': 2975, 'synset': 'ark_shell.n.01', 'name': 'ark_shell'}, {'id': 2976, 'synset': 'blood_clam.n.01', 'name': 'blood_clam'}, {'id': 2977, 'synset': 'mussel.n.02', 'name': 'mussel'}, {'id': 2978, 'synset': 'marine_mussel.n.01', 'name': 'marine_mussel'}, {'id': 2979, 'synset': 'edible_mussel.n.01', 'name': 'edible_mussel'}, {'id': 2980, 'synset': 'freshwater_mussel.n.01', 'name': 'freshwater_mussel'}, {'id': 2981, 'synset': 'pearly-shelled_mussel.n.01', 'name': 'pearly-shelled_mussel'}, {'id': 2982, 'synset': 'thin-shelled_mussel.n.01', 'name': 'thin-shelled_mussel'}, {'id': 2983, 'synset': 'zebra_mussel.n.01', 'name': 'zebra_mussel'}, {'id': 2984, 'synset': 'scallop.n.04', 'name': 'scallop'}, {'id': 2985, 'synset': 'bay_scallop.n.02', 'name': 'bay_scallop'}, {'id': 2986, 'synset': 'sea_scallop.n.02', 'name': 'sea_scallop'}, {'id': 2987, 'synset': 'shipworm.n.01', 'name': 'shipworm'}, {'id': 2988, 'synset': 'teredo.n.01', 'name': 'teredo'}, {'id': 2989, 'synset': 'piddock.n.01', 'name': 'piddock'}, {'id': 2990, 'synset': 'cephalopod.n.01', 'name': 'cephalopod'}, {'id': 2991, 'synset': 'chambered_nautilus.n.01', 'name': 'chambered_nautilus'}, {'id': 2992, 'synset': 'octopod.n.01', 'name': 'octopod'}, {'id': 2993, 'synset': 'paper_nautilus.n.01', 'name': 'paper_nautilus'}, {'id': 2994, 'synset': 'decapod.n.02', 'name': 'decapod'}, {'id': 2995, 'synset': 'squid.n.02', 'name': 'squid'}, {'id': 2996, 'synset': 'loligo.n.01', 'name': 'loligo'}, {'id': 2997, 'synset': 'ommastrephes.n.01', 'name': 'ommastrephes'}, {'id': 2998, 'synset': 'architeuthis.n.01', 'name': 'architeuthis'}, {'id': 2999, 'synset': 'cuttlefish.n.01', 'name': 'cuttlefish'}, {'id': 3000, 'synset': 'spirula.n.01', 'name': 'spirula'}, {'id': 3001, 'synset': 'crustacean.n.01', 'name': 'crustacean'}, {'id': 3002, 'synset': 'malacostracan_crustacean.n.01', 'name': 'malacostracan_crustacean'}, {'id': 3003, 'synset': 'decapod_crustacean.n.01', 'name': 'decapod_crustacean'}, {'id': 3004, 'synset': 'brachyuran.n.01', 'name': 'brachyuran'}, {'id': 3005, 'synset': 'stone_crab.n.02', 'name': 'stone_crab'}, {'id': 3006, 'synset': 'hard-shell_crab.n.01', 'name': 'hard-shell_crab'}, {'id': 3007, 'synset': 'soft-shell_crab.n.02', 'name': 'soft-shell_crab'}, {'id': 3008, 'synset': 'dungeness_crab.n.02', 'name': 'Dungeness_crab'}, {'id': 3009, 'synset': 'rock_crab.n.01', 'name': 'rock_crab'}, {'id': 3010, 'synset': 'jonah_crab.n.01', 'name': 'Jonah_crab'}, {'id': 3011, 'synset': 'swimming_crab.n.01', 'name': 'swimming_crab'}, {'id': 3012, 'synset': 'english_lady_crab.n.01', 'name': 'English_lady_crab'}, {'id': 3013, 'synset': 'american_lady_crab.n.01', 'name': 'American_lady_crab'}, {'id': 3014, 'synset': 'blue_crab.n.02', 'name': 'blue_crab'}, {'id': 3015, 'synset': 'fiddler_crab.n.01', 'name': 'fiddler_crab'}, {'id': 3016, 'synset': 'pea_crab.n.01', 'name': 'pea_crab'}, {'id': 3017, 'synset': 'king_crab.n.03', 'name': 'king_crab'}, {'id': 3018, 'synset': 'spider_crab.n.01', 'name': 'spider_crab'}, {'id': 3019, 'synset': 'european_spider_crab.n.01', 'name': 'European_spider_crab'}, {'id': 3020, 'synset': 'giant_crab.n.01', 'name': 'giant_crab'}, {'id': 3021, 'synset': 'lobster.n.02', 'name': 'lobster'}, {'id': 3022, 'synset': 'true_lobster.n.01', 'name': 'true_lobster'}, {'id': 3023, 'synset': 'american_lobster.n.02', 'name': 'American_lobster'}, {'id': 3024, 'synset': 'european_lobster.n.02', 'name': 'European_lobster'}, {'id': 3025, 'synset': 'cape_lobster.n.01', 'name': 'Cape_lobster'}, {'id': 3026, 'synset': 'norway_lobster.n.01', 'name': 'Norway_lobster'}, {'id': 3027, 'synset': 'crayfish.n.03', 'name': 'crayfish'}, {'id': 3028, 'synset': 'old_world_crayfish.n.01', 'name': 'Old_World_crayfish'}, {'id': 3029, 'synset': 'american_crayfish.n.01', 'name': 'American_crayfish'}, {'id': 3030, 'synset': 'hermit_crab.n.01', 'name': 'hermit_crab'}, {'id': 3031, 'synset': 'shrimp.n.03', 'name': 'shrimp'}, {'id': 3032, 'synset': 'snapping_shrimp.n.01', 'name': 'snapping_shrimp'}, {'id': 3033, 'synset': 'prawn.n.02', 'name': 'prawn'}, {'id': 3034, 'synset': 'long-clawed_prawn.n.01', 'name': 'long-clawed_prawn'}, {'id': 3035, 'synset': 'tropical_prawn.n.01', 'name': 'tropical_prawn'}, {'id': 3036, 'synset': 'krill.n.01', 'name': 'krill'}, {'id': 3037, 'synset': 'euphausia_pacifica.n.01', 'name': 'Euphausia_pacifica'}, {'id': 3038, 'synset': 'opossum_shrimp.n.01', 'name': 'opossum_shrimp'}, {'id': 3039, 'synset': 'stomatopod.n.01', 'name': 'stomatopod'}, {'id': 3040, 'synset': 'mantis_shrimp.n.01', 'name': 'mantis_shrimp'}, {'id': 3041, 'synset': 'squilla.n.01', 'name': 'squilla'}, {'id': 3042, 'synset': 'isopod.n.01', 'name': 'isopod'}, {'id': 3043, 'synset': 'woodlouse.n.01', 'name': 'woodlouse'}, {'id': 3044, 'synset': 'pill_bug.n.01', 'name': 'pill_bug'}, {'id': 3045, 'synset': 'sow_bug.n.01', 'name': 'sow_bug'}, {'id': 3046, 'synset': 'sea_louse.n.01', 'name': 'sea_louse'}, {'id': 3047, 'synset': 'amphipod.n.01', 'name': 'amphipod'}, {'id': 3048, 'synset': 'skeleton_shrimp.n.01', 'name': 'skeleton_shrimp'}, {'id': 3049, 'synset': 'whale_louse.n.01', 'name': 'whale_louse'}, {'id': 3050, 'synset': 'daphnia.n.01', 'name': 'daphnia'}, {'id': 3051, 'synset': 'fairy_shrimp.n.01', 'name': 'fairy_shrimp'}, {'id': 3052, 'synset': 'brine_shrimp.n.01', 'name': 'brine_shrimp'}, {'id': 3053, 'synset': 'tadpole_shrimp.n.01', 'name': 'tadpole_shrimp'}, {'id': 3054, 'synset': 'copepod.n.01', 'name': 'copepod'}, {'id': 3055, 'synset': 'cyclops.n.02', 'name': 'cyclops'}, {'id': 3056, 'synset': 'seed_shrimp.n.01', 'name': 'seed_shrimp'}, {'id': 3057, 'synset': 'barnacle.n.01', 'name': 'barnacle'}, {'id': 3058, 'synset': 'acorn_barnacle.n.01', 'name': 'acorn_barnacle'}, {'id': 3059, 'synset': 'goose_barnacle.n.01', 'name': 'goose_barnacle'}, {'id': 3060, 'synset': 'onychophoran.n.01', 'name': 'onychophoran'}, {'id': 3061, 'synset': 'wading_bird.n.01', 'name': 'wading_bird'}, {'id': 3062, 'synset': 'stork.n.01', 'name': 'stork'}, {'id': 3063, 'synset': 'white_stork.n.01', 'name': 'white_stork'}, {'id': 3064, 'synset': 'black_stork.n.01', 'name': 'black_stork'}, {'id': 3065, 'synset': 'adjutant_bird.n.01', 'name': 'adjutant_bird'}, {'id': 3066, 'synset': 'marabou.n.01', 'name': 'marabou'}, {'id': 3067, 'synset': 'openbill.n.01', 'name': 'openbill'}, {'id': 3068, 'synset': 'jabiru.n.03', 'name': 'jabiru'}, {'id': 3069, 'synset': 'saddlebill.n.01', 'name': 'saddlebill'}, {'id': 3070, 'synset': 'policeman_bird.n.01', 'name': 'policeman_bird'}, {'id': 3071, 'synset': 'wood_ibis.n.02', 'name': 'wood_ibis'}, {'id': 3072, 'synset': 'shoebill.n.01', 'name': 'shoebill'}, {'id': 3073, 'synset': 'ibis.n.01', 'name': 'ibis'}, {'id': 3074, 'synset': 'wood_ibis.n.01', 'name': 'wood_ibis'}, {'id': 3075, 'synset': 'sacred_ibis.n.01', 'name': 'sacred_ibis'}, {'id': 3076, 'synset': 'spoonbill.n.01', 'name': 'spoonbill'}, {'id': 3077, 'synset': 'common_spoonbill.n.01', 'name': 'common_spoonbill'}, {'id': 3078, 'synset': 'roseate_spoonbill.n.01', 'name': 'roseate_spoonbill'}, {'id': 3079, 'synset': 'great_blue_heron.n.01', 'name': 'great_blue_heron'}, {'id': 3080, 'synset': 'great_white_heron.n.03', 'name': 'great_white_heron'}, {'id': 3081, 'synset': 'egret.n.01', 'name': 'egret'}, {'id': 3082, 'synset': 'little_blue_heron.n.01', 'name': 'little_blue_heron'}, {'id': 3083, 'synset': 'snowy_egret.n.01', 'name': 'snowy_egret'}, {'id': 3084, 'synset': 'little_egret.n.01', 'name': 'little_egret'}, {'id': 3085, 'synset': 'great_white_heron.n.02', 'name': 'great_white_heron'}, {'id': 3086, 'synset': 'american_egret.n.01', 'name': 'American_egret'}, {'id': 3087, 'synset': 'cattle_egret.n.01', 'name': 'cattle_egret'}, {'id': 3088, 'synset': 'night_heron.n.01', 'name': 'night_heron'}, {'id': 3089, 'synset': 'black-crowned_night_heron.n.01', 'name': 'black-crowned_night_heron'}, {'id': 3090, 'synset': 'yellow-crowned_night_heron.n.01', 'name': 'yellow-crowned_night_heron'}, {'id': 3091, 'synset': 'boatbill.n.01', 'name': 'boatbill'}, {'id': 3092, 'synset': 'bittern.n.01', 'name': 'bittern'}, {'id': 3093, 'synset': 'american_bittern.n.01', 'name': 'American_bittern'}, {'id': 3094, 'synset': 'european_bittern.n.01', 'name': 'European_bittern'}, {'id': 3095, 'synset': 'least_bittern.n.01', 'name': 'least_bittern'}, {'id': 3096, 'synset': 'crane.n.05', 'name': 'crane'}, {'id': 3097, 'synset': 'whooping_crane.n.01', 'name': 'whooping_crane'}, {'id': 3098, 'synset': 'courlan.n.01', 'name': 'courlan'}, {'id': 3099, 'synset': 'limpkin.n.01', 'name': 'limpkin'}, {'id': 3100, 'synset': 'crested_cariama.n.01', 'name': 'crested_cariama'}, {'id': 3101, 'synset': 'chunga.n.01', 'name': 'chunga'}, {'id': 3102, 'synset': 'rail.n.05', 'name': 'rail'}, {'id': 3103, 'synset': 'weka.n.01', 'name': 'weka'}, {'id': 3104, 'synset': 'crake.n.01', 'name': 'crake'}, {'id': 3105, 'synset': 'corncrake.n.01', 'name': 'corncrake'}, {'id': 3106, 'synset': 'spotted_crake.n.01', 'name': 'spotted_crake'}, {'id': 3107, 'synset': 'gallinule.n.01', 'name': 'gallinule'}, {'id': 3108, 'synset': 'florida_gallinule.n.01', 'name': 'Florida_gallinule'}, {'id': 3109, 'synset': 'moorhen.n.01', 'name': 'moorhen'}, {'id': 3110, 'synset': 'purple_gallinule.n.01', 'name': 'purple_gallinule'}, {'id': 3111, 'synset': 'european_gallinule.n.01', 'name': 'European_gallinule'}, {'id': 3112, 'synset': 'american_gallinule.n.01', 'name': 'American_gallinule'}, {'id': 3113, 'synset': 'notornis.n.01', 'name': 'notornis'}, {'id': 3114, 'synset': 'coot.n.01', 'name': 'coot'}, {'id': 3115, 'synset': 'american_coot.n.01', 'name': 'American_coot'}, {'id': 3116, 'synset': 'old_world_coot.n.01', 'name': 'Old_World_coot'}, {'id': 3117, 'synset': 'bustard.n.01', 'name': 'bustard'}, {'id': 3118, 'synset': 'great_bustard.n.01', 'name': 'great_bustard'}, {'id': 3119, 'synset': 'plain_turkey.n.01', 'name': 'plain_turkey'}, {'id': 3120, 'synset': 'button_quail.n.01', 'name': 'button_quail'}, {'id': 3121, 'synset': 'striped_button_quail.n.01', 'name': 'striped_button_quail'}, {'id': 3122, 'synset': 'plain_wanderer.n.01', 'name': 'plain_wanderer'}, {'id': 3123, 'synset': 'trumpeter.n.03', 'name': 'trumpeter'}, {'id': 3124, 'synset': 'brazilian_trumpeter.n.01', 'name': 'Brazilian_trumpeter'}, {'id': 3125, 'synset': 'shorebird.n.01', 'name': 'shorebird'}, {'id': 3126, 'synset': 'plover.n.01', 'name': 'plover'}, {'id': 3127, 'synset': 'piping_plover.n.01', 'name': 'piping_plover'}, {'id': 3128, 'synset': 'killdeer.n.01', 'name': 'killdeer'}, {'id': 3129, 'synset': 'dotterel.n.01', 'name': 'dotterel'}, {'id': 3130, 'synset': 'golden_plover.n.01', 'name': 'golden_plover'}, {'id': 3131, 'synset': 'lapwing.n.01', 'name': 'lapwing'}, {'id': 3132, 'synset': 'turnstone.n.01', 'name': 'turnstone'}, {'id': 3133, 'synset': 'ruddy_turnstone.n.01', 'name': 'ruddy_turnstone'}, {'id': 3134, 'synset': 'black_turnstone.n.01', 'name': 'black_turnstone'}, {'id': 3135, 'synset': 'sandpiper.n.01', 'name': 'sandpiper'}, {'id': 3136, 'synset': 'surfbird.n.01', 'name': 'surfbird'}, {'id': 3137, 'synset': 'european_sandpiper.n.01', 'name': 'European_sandpiper'}, {'id': 3138, 'synset': 'spotted_sandpiper.n.01', 'name': 'spotted_sandpiper'}, {'id': 3139, 'synset': 'least_sandpiper.n.01', 'name': 'least_sandpiper'}, {'id': 3140, 'synset': 'red-backed_sandpiper.n.01', 'name': 'red-backed_sandpiper'}, {'id': 3141, 'synset': 'greenshank.n.01', 'name': 'greenshank'}, {'id': 3142, 'synset': 'redshank.n.01', 'name': 'redshank'}, {'id': 3143, 'synset': 'yellowlegs.n.01', 'name': 'yellowlegs'}, {'id': 3144, 'synset': 'greater_yellowlegs.n.01', 'name': 'greater_yellowlegs'}, {'id': 3145, 'synset': 'lesser_yellowlegs.n.01', 'name': 'lesser_yellowlegs'}, {'id': 3146, 'synset': 'pectoral_sandpiper.n.01', 'name': 'pectoral_sandpiper'}, {'id': 3147, 'synset': 'knot.n.07', 'name': 'knot'}, {'id': 3148, 'synset': 'curlew_sandpiper.n.01', 'name': 'curlew_sandpiper'}, {'id': 3149, 'synset': 'sanderling.n.01', 'name': 'sanderling'}, {'id': 3150, 'synset': 'upland_sandpiper.n.01', 'name': 'upland_sandpiper'}, {'id': 3151, 'synset': 'ruff.n.03', 'name': 'ruff'}, {'id': 3152, 'synset': 'reeve.n.01', 'name': 'reeve'}, {'id': 3153, 'synset': 'tattler.n.02', 'name': 'tattler'}, {'id': 3154, 'synset': 'polynesian_tattler.n.01', 'name': 'Polynesian_tattler'}, {'id': 3155, 'synset': 'willet.n.01', 'name': 'willet'}, {'id': 3156, 'synset': 'woodcock.n.01', 'name': 'woodcock'}, {'id': 3157, 'synset': 'eurasian_woodcock.n.01', 'name': 'Eurasian_woodcock'}, {'id': 3158, 'synset': 'american_woodcock.n.01', 'name': 'American_woodcock'}, {'id': 3159, 'synset': 'snipe.n.01', 'name': 'snipe'}, {'id': 3160, 'synset': 'whole_snipe.n.01', 'name': 'whole_snipe'}, {'id': 3161, 'synset': "wilson's_snipe.n.01", 'name': "Wilson's_snipe"}, {'id': 3162, 'synset': 'great_snipe.n.01', 'name': 'great_snipe'}, {'id': 3163, 'synset': 'jacksnipe.n.01', 'name': 'jacksnipe'}, {'id': 3164, 'synset': 'dowitcher.n.01', 'name': 'dowitcher'}, {'id': 3165, 'synset': 'greyback.n.02', 'name': 'greyback'}, {'id': 3166, 'synset': 'red-breasted_snipe.n.01', 'name': 'red-breasted_snipe'}, {'id': 3167, 'synset': 'curlew.n.01', 'name': 'curlew'}, {'id': 3168, 'synset': 'european_curlew.n.01', 'name': 'European_curlew'}, {'id': 3169, 'synset': 'eskimo_curlew.n.01', 'name': 'Eskimo_curlew'}, {'id': 3170, 'synset': 'godwit.n.01', 'name': 'godwit'}, {'id': 3171, 'synset': 'hudsonian_godwit.n.01', 'name': 'Hudsonian_godwit'}, {'id': 3172, 'synset': 'stilt.n.04', 'name': 'stilt'}, {'id': 3173, 'synset': 'black-necked_stilt.n.01', 'name': 'black-necked_stilt'}, {'id': 3174, 'synset': 'black-winged_stilt.n.01', 'name': 'black-winged_stilt'}, {'id': 3175, 'synset': 'white-headed_stilt.n.01', 'name': 'white-headed_stilt'}, {'id': 3176, 'synset': 'kaki.n.02', 'name': 'kaki'}, {'id': 3177, 'synset': 'stilt.n.03', 'name': 'stilt'}, {'id': 3178, 'synset': 'banded_stilt.n.01', 'name': 'banded_stilt'}, {'id': 3179, 'synset': 'avocet.n.01', 'name': 'avocet'}, {'id': 3180, 'synset': 'oystercatcher.n.01', 'name': 'oystercatcher'}, {'id': 3181, 'synset': 'phalarope.n.01', 'name': 'phalarope'}, {'id': 3182, 'synset': 'red_phalarope.n.01', 'name': 'red_phalarope'}, {'id': 3183, 'synset': 'northern_phalarope.n.01', 'name': 'northern_phalarope'}, {'id': 3184, 'synset': "wilson's_phalarope.n.01", 'name': "Wilson's_phalarope"}, {'id': 3185, 'synset': 'pratincole.n.01', 'name': 'pratincole'}, {'id': 3186, 'synset': 'courser.n.04', 'name': 'courser'}, {'id': 3187, 'synset': 'cream-colored_courser.n.01', 'name': 'cream-colored_courser'}, {'id': 3188, 'synset': 'crocodile_bird.n.01', 'name': 'crocodile_bird'}, {'id': 3189, 'synset': 'stone_curlew.n.01', 'name': 'stone_curlew'}, {'id': 3190, 'synset': 'coastal_diving_bird.n.01', 'name': 'coastal_diving_bird'}, {'id': 3191, 'synset': 'larid.n.01', 'name': 'larid'}, {'id': 3192, 'synset': 'mew.n.02', 'name': 'mew'}, {'id': 3193, 'synset': 'black-backed_gull.n.01', 'name': 'black-backed_gull'}, {'id': 3194, 'synset': 'herring_gull.n.01', 'name': 'herring_gull'}, {'id': 3195, 'synset': 'laughing_gull.n.01', 'name': 'laughing_gull'}, {'id': 3196, 'synset': 'ivory_gull.n.01', 'name': 'ivory_gull'}, {'id': 3197, 'synset': 'kittiwake.n.01', 'name': 'kittiwake'}, {'id': 3198, 'synset': 'tern.n.01', 'name': 'tern'}, {'id': 3199, 'synset': 'sea_swallow.n.01', 'name': 'sea_swallow'}, {'id': 3200, 'synset': 'skimmer.n.04', 'name': 'skimmer'}, {'id': 3201, 'synset': 'jaeger.n.01', 'name': 'jaeger'}, {'id': 3202, 'synset': 'parasitic_jaeger.n.01', 'name': 'parasitic_jaeger'}, {'id': 3203, 'synset': 'skua.n.01', 'name': 'skua'}, {'id': 3204, 'synset': 'great_skua.n.01', 'name': 'great_skua'}, {'id': 3205, 'synset': 'auk.n.01', 'name': 'auk'}, {'id': 3206, 'synset': 'auklet.n.01', 'name': 'auklet'}, {'id': 3207, 'synset': 'razorbill.n.01', 'name': 'razorbill'}, {'id': 3208, 'synset': 'little_auk.n.01', 'name': 'little_auk'}, {'id': 3209, 'synset': 'guillemot.n.01', 'name': 'guillemot'}, {'id': 3210, 'synset': 'black_guillemot.n.01', 'name': 'black_guillemot'}, {'id': 3211, 'synset': 'pigeon_guillemot.n.01', 'name': 'pigeon_guillemot'}, {'id': 3212, 'synset': 'murre.n.01', 'name': 'murre'}, {'id': 3213, 'synset': 'common_murre.n.01', 'name': 'common_murre'}, {'id': 3214, 'synset': 'thick-billed_murre.n.01', 'name': 'thick-billed_murre'}, {'id': 3215, 'synset': 'atlantic_puffin.n.01', 'name': 'Atlantic_puffin'}, {'id': 3216, 'synset': 'horned_puffin.n.01', 'name': 'horned_puffin'}, {'id': 3217, 'synset': 'tufted_puffin.n.01', 'name': 'tufted_puffin'}, {'id': 3218, 'synset': 'gaviiform_seabird.n.01', 'name': 'gaviiform_seabird'}, {'id': 3219, 'synset': 'loon.n.02', 'name': 'loon'}, {'id': 3220, 'synset': 'podicipitiform_seabird.n.01', 'name': 'podicipitiform_seabird'}, {'id': 3221, 'synset': 'grebe.n.01', 'name': 'grebe'}, {'id': 3222, 'synset': 'great_crested_grebe.n.01', 'name': 'great_crested_grebe'}, {'id': 3223, 'synset': 'red-necked_grebe.n.01', 'name': 'red-necked_grebe'}, {'id': 3224, 'synset': 'black-necked_grebe.n.01', 'name': 'black-necked_grebe'}, {'id': 3225, 'synset': 'dabchick.n.01', 'name': 'dabchick'}, {'id': 3226, 'synset': 'pied-billed_grebe.n.01', 'name': 'pied-billed_grebe'}, {'id': 3227, 'synset': 'pelecaniform_seabird.n.01', 'name': 'pelecaniform_seabird'}, {'id': 3228, 'synset': 'white_pelican.n.01', 'name': 'white_pelican'}, {'id': 3229, 'synset': 'old_world_white_pelican.n.01', 'name': 'Old_world_white_pelican'}, {'id': 3230, 'synset': 'frigate_bird.n.01', 'name': 'frigate_bird'}, {'id': 3231, 'synset': 'gannet.n.01', 'name': 'gannet'}, {'id': 3232, 'synset': 'solan.n.01', 'name': 'solan'}, {'id': 3233, 'synset': 'booby.n.02', 'name': 'booby'}, {'id': 3234, 'synset': 'cormorant.n.01', 'name': 'cormorant'}, {'id': 3235, 'synset': 'snakebird.n.01', 'name': 'snakebird'}, {'id': 3236, 'synset': 'water_turkey.n.01', 'name': 'water_turkey'}, {'id': 3237, 'synset': 'tropic_bird.n.01', 'name': 'tropic_bird'}, {'id': 3238, 'synset': 'sphenisciform_seabird.n.01', 'name': 'sphenisciform_seabird'}, {'id': 3239, 'synset': 'adelie.n.01', 'name': 'Adelie'}, {'id': 3240, 'synset': 'king_penguin.n.01', 'name': 'king_penguin'}, {'id': 3241, 'synset': 'emperor_penguin.n.01', 'name': 'emperor_penguin'}, {'id': 3242, 'synset': 'jackass_penguin.n.01', 'name': 'jackass_penguin'}, {'id': 3243, 'synset': 'rock_hopper.n.01', 'name': 'rock_hopper'}, {'id': 3244, 'synset': 'pelagic_bird.n.01', 'name': 'pelagic_bird'}, {'id': 3245, 'synset': 'procellariiform_seabird.n.01', 'name': 'procellariiform_seabird'}, {'id': 3246, 'synset': 'albatross.n.02', 'name': 'albatross'}, {'id': 3247, 'synset': 'wandering_albatross.n.01', 'name': 'wandering_albatross'}, {'id': 3248, 'synset': 'black-footed_albatross.n.01', 'name': 'black-footed_albatross'}, {'id': 3249, 'synset': 'petrel.n.01', 'name': 'petrel'}, {'id': 3250, 'synset': 'white-chinned_petrel.n.01', 'name': 'white-chinned_petrel'}, {'id': 3251, 'synset': 'giant_petrel.n.01', 'name': 'giant_petrel'}, {'id': 3252, 'synset': 'fulmar.n.01', 'name': 'fulmar'}, {'id': 3253, 'synset': 'shearwater.n.01', 'name': 'shearwater'}, {'id': 3254, 'synset': 'manx_shearwater.n.01', 'name': 'Manx_shearwater'}, {'id': 3255, 'synset': 'storm_petrel.n.01', 'name': 'storm_petrel'}, {'id': 3256, 'synset': 'stormy_petrel.n.01', 'name': 'stormy_petrel'}, {'id': 3257, 'synset': "mother_carey's_chicken.n.01", 'name': "Mother_Carey's_chicken"}, {'id': 3258, 'synset': 'diving_petrel.n.01', 'name': 'diving_petrel'}, {'id': 3259, 'synset': 'aquatic_mammal.n.01', 'name': 'aquatic_mammal'}, {'id': 3260, 'synset': 'cetacean.n.01', 'name': 'cetacean'}, {'id': 3261, 'synset': 'whale.n.02', 'name': 'whale'}, {'id': 3262, 'synset': 'baleen_whale.n.01', 'name': 'baleen_whale'}, {'id': 3263, 'synset': 'right_whale.n.01', 'name': 'right_whale'}, {'id': 3264, 'synset': 'bowhead.n.01', 'name': 'bowhead'}, {'id': 3265, 'synset': 'rorqual.n.01', 'name': 'rorqual'}, {'id': 3266, 'synset': 'blue_whale.n.01', 'name': 'blue_whale'}, {'id': 3267, 'synset': 'finback.n.01', 'name': 'finback'}, {'id': 3268, 'synset': 'sei_whale.n.01', 'name': 'sei_whale'}, {'id': 3269, 'synset': 'lesser_rorqual.n.01', 'name': 'lesser_rorqual'}, {'id': 3270, 'synset': 'humpback.n.03', 'name': 'humpback'}, {'id': 3271, 'synset': 'grey_whale.n.01', 'name': 'grey_whale'}, {'id': 3272, 'synset': 'toothed_whale.n.01', 'name': 'toothed_whale'}, {'id': 3273, 'synset': 'sperm_whale.n.01', 'name': 'sperm_whale'}, {'id': 3274, 'synset': 'pygmy_sperm_whale.n.01', 'name': 'pygmy_sperm_whale'}, {'id': 3275, 'synset': 'dwarf_sperm_whale.n.01', 'name': 'dwarf_sperm_whale'}, {'id': 3276, 'synset': 'beaked_whale.n.01', 'name': 'beaked_whale'}, {'id': 3277, 'synset': 'bottle-nosed_whale.n.01', 'name': 'bottle-nosed_whale'}, {'id': 3278, 'synset': 'common_dolphin.n.01', 'name': 'common_dolphin'}, {'id': 3279, 'synset': 'bottlenose_dolphin.n.01', 'name': 'bottlenose_dolphin'}, {'id': 3280, 'synset': 'atlantic_bottlenose_dolphin.n.01', 'name': 'Atlantic_bottlenose_dolphin'}, {'id': 3281, 'synset': 'pacific_bottlenose_dolphin.n.01', 'name': 'Pacific_bottlenose_dolphin'}, {'id': 3282, 'synset': 'porpoise.n.01', 'name': 'porpoise'}, {'id': 3283, 'synset': 'harbor_porpoise.n.01', 'name': 'harbor_porpoise'}, {'id': 3284, 'synset': 'vaquita.n.01', 'name': 'vaquita'}, {'id': 3285, 'synset': 'grampus.n.02', 'name': 'grampus'}, {'id': 3286, 'synset': 'killer_whale.n.01', 'name': 'killer_whale'}, {'id': 3287, 'synset': 'pilot_whale.n.01', 'name': 'pilot_whale'}, {'id': 3288, 'synset': 'river_dolphin.n.01', 'name': 'river_dolphin'}, {'id': 3289, 'synset': 'narwhal.n.01', 'name': 'narwhal'}, {'id': 3290, 'synset': 'white_whale.n.01', 'name': 'white_whale'}, {'id': 3291, 'synset': 'sea_cow.n.01', 'name': 'sea_cow'}, {'id': 3292, 'synset': 'dugong.n.01', 'name': 'dugong'}, {'id': 3293, 'synset': "steller's_sea_cow.n.01", 'name': "Steller's_sea_cow"}, {'id': 3294, 'synset': 'carnivore.n.01', 'name': 'carnivore'}, {'id': 3295, 'synset': 'omnivore.n.02', 'name': 'omnivore'}, {'id': 3296, 'synset': 'pinniped_mammal.n.01', 'name': 'pinniped_mammal'}, {'id': 3297, 'synset': 'seal.n.09', 'name': 'seal'}, {'id': 3298, 'synset': 'crabeater_seal.n.01', 'name': 'crabeater_seal'}, {'id': 3299, 'synset': 'eared_seal.n.01', 'name': 'eared_seal'}, {'id': 3300, 'synset': 'fur_seal.n.02', 'name': 'fur_seal'}, {'id': 3301, 'synset': 'guadalupe_fur_seal.n.01', 'name': 'guadalupe_fur_seal'}, {'id': 3302, 'synset': 'fur_seal.n.01', 'name': 'fur_seal'}, {'id': 3303, 'synset': 'alaska_fur_seal.n.01', 'name': 'Alaska_fur_seal'}, {'id': 3304, 'synset': 'sea_lion.n.01', 'name': 'sea_lion'}, {'id': 3305, 'synset': 'south_american_sea_lion.n.01', 'name': 'South_American_sea_lion'}, {'id': 3306, 'synset': 'california_sea_lion.n.01', 'name': 'California_sea_lion'}, {'id': 3307, 'synset': 'australian_sea_lion.n.01', 'name': 'Australian_sea_lion'}, {'id': 3308, 'synset': 'steller_sea_lion.n.01', 'name': 'Steller_sea_lion'}, {'id': 3309, 'synset': 'earless_seal.n.01', 'name': 'earless_seal'}, {'id': 3310, 'synset': 'harbor_seal.n.01', 'name': 'harbor_seal'}, {'id': 3311, 'synset': 'harp_seal.n.01', 'name': 'harp_seal'}, {'id': 3312, 'synset': 'elephant_seal.n.01', 'name': 'elephant_seal'}, {'id': 3313, 'synset': 'bearded_seal.n.01', 'name': 'bearded_seal'}, {'id': 3314, 'synset': 'hooded_seal.n.01', 'name': 'hooded_seal'}, {'id': 3315, 'synset': 'atlantic_walrus.n.01', 'name': 'Atlantic_walrus'}, {'id': 3316, 'synset': 'pacific_walrus.n.01', 'name': 'Pacific_walrus'}, {'id': 3317, 'synset': 'fissipedia.n.01', 'name': 'Fissipedia'}, {'id': 3318, 'synset': 'fissiped_mammal.n.01', 'name': 'fissiped_mammal'}, {'id': 3319, 'synset': 'aardvark.n.01', 'name': 'aardvark'}, {'id': 3320, 'synset': 'canine.n.02', 'name': 'canine'}, {'id': 3321, 'synset': 'bitch.n.04', 'name': 'bitch'}, {'id': 3322, 'synset': 'brood_bitch.n.01', 'name': 'brood_bitch'}, {'id': 3323, 'synset': 'pooch.n.01', 'name': 'pooch'}, {'id': 3324, 'synset': 'cur.n.01', 'name': 'cur'}, {'id': 3325, 'synset': 'feist.n.01', 'name': 'feist'}, {'id': 3326, 'synset': 'pariah_dog.n.01', 'name': 'pariah_dog'}, {'id': 3327, 'synset': 'lapdog.n.01', 'name': 'lapdog'}, {'id': 3328, 'synset': 'toy_dog.n.01', 'name': 'toy_dog'}, {'id': 3329, 'synset': 'chihuahua.n.03', 'name': 'Chihuahua'}, {'id': 3330, 'synset': 'japanese_spaniel.n.01', 'name': 'Japanese_spaniel'}, {'id': 3331, 'synset': 'maltese_dog.n.01', 'name': 'Maltese_dog'}, {'id': 3332, 'synset': 'pekinese.n.01', 'name': 'Pekinese'}, {'id': 3333, 'synset': 'shih-tzu.n.01', 'name': 'Shih-Tzu'}, {'id': 3334, 'synset': 'toy_spaniel.n.01', 'name': 'toy_spaniel'}, {'id': 3335, 'synset': 'english_toy_spaniel.n.01', 'name': 'English_toy_spaniel'}, {'id': 3336, 'synset': 'blenheim_spaniel.n.01', 'name': 'Blenheim_spaniel'}, {'id': 3337, 'synset': 'king_charles_spaniel.n.01', 'name': 'King_Charles_spaniel'}, {'id': 3338, 'synset': 'papillon.n.01', 'name': 'papillon'}, {'id': 3339, 'synset': 'toy_terrier.n.01', 'name': 'toy_terrier'}, {'id': 3340, 'synset': 'hunting_dog.n.01', 'name': 'hunting_dog'}, {'id': 3341, 'synset': 'courser.n.03', 'name': 'courser'}, {'id': 3342, 'synset': 'rhodesian_ridgeback.n.01', 'name': 'Rhodesian_ridgeback'}, {'id': 3343, 'synset': 'hound.n.01', 'name': 'hound'}, {'id': 3344, 'synset': 'afghan_hound.n.01', 'name': 'Afghan_hound'}, {'id': 3345, 'synset': 'basset.n.01', 'name': 'basset'}, {'id': 3346, 'synset': 'beagle.n.01', 'name': 'beagle'}, {'id': 3347, 'synset': 'bloodhound.n.01', 'name': 'bloodhound'}, {'id': 3348, 'synset': 'bluetick.n.01', 'name': 'bluetick'}, {'id': 3349, 'synset': 'boarhound.n.01', 'name': 'boarhound'}, {'id': 3350, 'synset': 'coonhound.n.01', 'name': 'coonhound'}, {'id': 3351, 'synset': 'coondog.n.01', 'name': 'coondog'}, {'id': 3352, 'synset': 'black-and-tan_coonhound.n.01', 'name': 'black-and-tan_coonhound'}, {'id': 3353, 'synset': 'dachshund.n.01', 'name': 'dachshund'}, {'id': 3354, 'synset': 'sausage_dog.n.01', 'name': 'sausage_dog'}, {'id': 3355, 'synset': 'foxhound.n.01', 'name': 'foxhound'}, {'id': 3356, 'synset': 'american_foxhound.n.01', 'name': 'American_foxhound'}, {'id': 3357, 'synset': 'walker_hound.n.01', 'name': 'Walker_hound'}, {'id': 3358, 'synset': 'english_foxhound.n.01', 'name': 'English_foxhound'}, {'id': 3359, 'synset': 'harrier.n.02', 'name': 'harrier'}, {'id': 3360, 'synset': 'plott_hound.n.01', 'name': 'Plott_hound'}, {'id': 3361, 'synset': 'redbone.n.01', 'name': 'redbone'}, {'id': 3362, 'synset': 'wolfhound.n.01', 'name': 'wolfhound'}, {'id': 3363, 'synset': 'borzoi.n.01', 'name': 'borzoi'}, {'id': 3364, 'synset': 'irish_wolfhound.n.01', 'name': 'Irish_wolfhound'}, {'id': 3365, 'synset': 'greyhound.n.01', 'name': 'greyhound'}, {'id': 3366, 'synset': 'italian_greyhound.n.01', 'name': 'Italian_greyhound'}, {'id': 3367, 'synset': 'whippet.n.01', 'name': 'whippet'}, {'id': 3368, 'synset': 'ibizan_hound.n.01', 'name': 'Ibizan_hound'}, {'id': 3369, 'synset': 'norwegian_elkhound.n.01', 'name': 'Norwegian_elkhound'}, {'id': 3370, 'synset': 'otterhound.n.01', 'name': 'otterhound'}, {'id': 3371, 'synset': 'saluki.n.01', 'name': 'Saluki'}, {'id': 3372, 'synset': 'scottish_deerhound.n.01', 'name': 'Scottish_deerhound'}, {'id': 3373, 'synset': 'staghound.n.01', 'name': 'staghound'}, {'id': 3374, 'synset': 'weimaraner.n.01', 'name': 'Weimaraner'}, {'id': 3375, 'synset': 'terrier.n.01', 'name': 'terrier'}, {'id': 3376, 'synset': 'bullterrier.n.01', 'name': 'bullterrier'}, {'id': 3377, 'synset': 'staffordshire_bullterrier.n.01', 'name': 'Staffordshire_bullterrier'}, {'id': 3378, 'synset': 'american_staffordshire_terrier.n.01', 'name': 'American_Staffordshire_terrier'}, {'id': 3379, 'synset': 'bedlington_terrier.n.01', 'name': 'Bedlington_terrier'}, {'id': 3380, 'synset': 'border_terrier.n.01', 'name': 'Border_terrier'}, {'id': 3381, 'synset': 'kerry_blue_terrier.n.01', 'name': 'Kerry_blue_terrier'}, {'id': 3382, 'synset': 'irish_terrier.n.01', 'name': 'Irish_terrier'}, {'id': 3383, 'synset': 'norfolk_terrier.n.01', 'name': 'Norfolk_terrier'}, {'id': 3384, 'synset': 'norwich_terrier.n.01', 'name': 'Norwich_terrier'}, {'id': 3385, 'synset': 'yorkshire_terrier.n.01', 'name': 'Yorkshire_terrier'}, {'id': 3386, 'synset': 'rat_terrier.n.01', 'name': 'rat_terrier'}, {'id': 3387, 'synset': 'manchester_terrier.n.01', 'name': 'Manchester_terrier'}, {'id': 3388, 'synset': 'toy_manchester.n.01', 'name': 'toy_Manchester'}, {'id': 3389, 'synset': 'fox_terrier.n.01', 'name': 'fox_terrier'}, {'id': 3390, 'synset': 'smooth-haired_fox_terrier.n.01', 'name': 'smooth-haired_fox_terrier'}, {'id': 3391, 'synset': 'wire-haired_fox_terrier.n.01', 'name': 'wire-haired_fox_terrier'}, {'id': 3392, 'synset': 'wirehair.n.01', 'name': 'wirehair'}, {'id': 3393, 'synset': 'lakeland_terrier.n.01', 'name': 'Lakeland_terrier'}, {'id': 3394, 'synset': 'welsh_terrier.n.01', 'name': 'Welsh_terrier'}, {'id': 3395, 'synset': 'sealyham_terrier.n.01', 'name': 'Sealyham_terrier'}, {'id': 3396, 'synset': 'airedale.n.01', 'name': 'Airedale'}, {'id': 3397, 'synset': 'cairn.n.02', 'name': 'cairn'}, {'id': 3398, 'synset': 'australian_terrier.n.01', 'name': 'Australian_terrier'}, {'id': 3399, 'synset': 'dandie_dinmont.n.01', 'name': 'Dandie_Dinmont'}, {'id': 3400, 'synset': 'boston_bull.n.01', 'name': 'Boston_bull'}, {'id': 3401, 'synset': 'schnauzer.n.01', 'name': 'schnauzer'}, {'id': 3402, 'synset': 'miniature_schnauzer.n.01', 'name': 'miniature_schnauzer'}, {'id': 3403, 'synset': 'giant_schnauzer.n.01', 'name': 'giant_schnauzer'}, {'id': 3404, 'synset': 'standard_schnauzer.n.01', 'name': 'standard_schnauzer'}, {'id': 3405, 'synset': 'scotch_terrier.n.01', 'name': 'Scotch_terrier'}, {'id': 3406, 'synset': 'tibetan_terrier.n.01', 'name': 'Tibetan_terrier'}, {'id': 3407, 'synset': 'silky_terrier.n.01', 'name': 'silky_terrier'}, {'id': 3408, 'synset': 'skye_terrier.n.01', 'name': 'Skye_terrier'}, {'id': 3409, 'synset': 'clydesdale_terrier.n.01', 'name': 'Clydesdale_terrier'}, {'id': 3410, 'synset': 'soft-coated_wheaten_terrier.n.01', 'name': 'soft-coated_wheaten_terrier'}, {'id': 3411, 'synset': 'west_highland_white_terrier.n.01', 'name': 'West_Highland_white_terrier'}, {'id': 3412, 'synset': 'lhasa.n.02', 'name': 'Lhasa'}, {'id': 3413, 'synset': 'sporting_dog.n.01', 'name': 'sporting_dog'}, {'id': 3414, 'synset': 'bird_dog.n.01', 'name': 'bird_dog'}, {'id': 3415, 'synset': 'water_dog.n.02', 'name': 'water_dog'}, {'id': 3416, 'synset': 'retriever.n.01', 'name': 'retriever'}, {'id': 3417, 'synset': 'flat-coated_retriever.n.01', 'name': 'flat-coated_retriever'}, {'id': 3418, 'synset': 'curly-coated_retriever.n.01', 'name': 'curly-coated_retriever'}, {'id': 3419, 'synset': 'golden_retriever.n.01', 'name': 'golden_retriever'}, {'id': 3420, 'synset': 'labrador_retriever.n.01', 'name': 'Labrador_retriever'}, {'id': 3421, 'synset': 'chesapeake_bay_retriever.n.01', 'name': 'Chesapeake_Bay_retriever'}, {'id': 3422, 'synset': 'pointer.n.04', 'name': 'pointer'}, {'id': 3423, 'synset': 'german_short-haired_pointer.n.01', 'name': 'German_short-haired_pointer'}, {'id': 3424, 'synset': 'setter.n.02', 'name': 'setter'}, {'id': 3425, 'synset': 'vizsla.n.01', 'name': 'vizsla'}, {'id': 3426, 'synset': 'english_setter.n.01', 'name': 'English_setter'}, {'id': 3427, 'synset': 'irish_setter.n.01', 'name': 'Irish_setter'}, {'id': 3428, 'synset': 'gordon_setter.n.01', 'name': 'Gordon_setter'}, {'id': 3429, 'synset': 'spaniel.n.01', 'name': 'spaniel'}, {'id': 3430, 'synset': 'brittany_spaniel.n.01', 'name': 'Brittany_spaniel'}, {'id': 3431, 'synset': 'clumber.n.01', 'name': 'clumber'}, {'id': 3432, 'synset': 'field_spaniel.n.01', 'name': 'field_spaniel'}, {'id': 3433, 'synset': 'springer_spaniel.n.01', 'name': 'springer_spaniel'}, {'id': 3434, 'synset': 'english_springer.n.01', 'name': 'English_springer'}, {'id': 3435, 'synset': 'welsh_springer_spaniel.n.01', 'name': 'Welsh_springer_spaniel'}, {'id': 3436, 'synset': 'cocker_spaniel.n.01', 'name': 'cocker_spaniel'}, {'id': 3437, 'synset': 'sussex_spaniel.n.01', 'name': 'Sussex_spaniel'}, {'id': 3438, 'synset': 'water_spaniel.n.01', 'name': 'water_spaniel'}, {'id': 3439, 'synset': 'american_water_spaniel.n.01', 'name': 'American_water_spaniel'}, {'id': 3440, 'synset': 'irish_water_spaniel.n.01', 'name': 'Irish_water_spaniel'}, {'id': 3441, 'synset': 'griffon.n.03', 'name': 'griffon'}, {'id': 3442, 'synset': 'working_dog.n.01', 'name': 'working_dog'}, {'id': 3443, 'synset': 'watchdog.n.02', 'name': 'watchdog'}, {'id': 3444, 'synset': 'kuvasz.n.01', 'name': 'kuvasz'}, {'id': 3445, 'synset': 'attack_dog.n.01', 'name': 'attack_dog'}, {'id': 3446, 'synset': 'housedog.n.01', 'name': 'housedog'}, {'id': 3447, 'synset': 'schipperke.n.01', 'name': 'schipperke'}, {'id': 3448, 'synset': 'belgian_sheepdog.n.01', 'name': 'Belgian_sheepdog'}, {'id': 3449, 'synset': 'groenendael.n.01', 'name': 'groenendael'}, {'id': 3450, 'synset': 'malinois.n.01', 'name': 'malinois'}, {'id': 3451, 'synset': 'briard.n.01', 'name': 'briard'}, {'id': 3452, 'synset': 'kelpie.n.02', 'name': 'kelpie'}, {'id': 3453, 'synset': 'komondor.n.01', 'name': 'komondor'}, {'id': 3454, 'synset': 'old_english_sheepdog.n.01', 'name': 'Old_English_sheepdog'}, {'id': 3455, 'synset': 'shetland_sheepdog.n.01', 'name': 'Shetland_sheepdog'}, {'id': 3456, 'synset': 'collie.n.01', 'name': 'collie'}, {'id': 3457, 'synset': 'border_collie.n.01', 'name': 'Border_collie'}, {'id': 3458, 'synset': 'bouvier_des_flandres.n.01', 'name': 'Bouvier_des_Flandres'}, {'id': 3459, 'synset': 'rottweiler.n.01', 'name': 'Rottweiler'}, {'id': 3460, 'synset': 'german_shepherd.n.01', 'name': 'German_shepherd'}, {'id': 3461, 'synset': 'police_dog.n.01', 'name': 'police_dog'}, {'id': 3462, 'synset': 'pinscher.n.01', 'name': 'pinscher'}, {'id': 3463, 'synset': 'doberman.n.01', 'name': 'Doberman'}, {'id': 3464, 'synset': 'miniature_pinscher.n.01', 'name': 'miniature_pinscher'}, {'id': 3465, 'synset': 'sennenhunde.n.01', 'name': 'Sennenhunde'}, {'id': 3466, 'synset': 'greater_swiss_mountain_dog.n.01', 'name': 'Greater_Swiss_Mountain_dog'}, {'id': 3467, 'synset': 'bernese_mountain_dog.n.01', 'name': 'Bernese_mountain_dog'}, {'id': 3468, 'synset': 'appenzeller.n.01', 'name': 'Appenzeller'}, {'id': 3469, 'synset': 'entlebucher.n.01', 'name': 'EntleBucher'}, {'id': 3470, 'synset': 'boxer.n.04', 'name': 'boxer'}, {'id': 3471, 'synset': 'mastiff.n.01', 'name': 'mastiff'}, {'id': 3472, 'synset': 'bull_mastiff.n.01', 'name': 'bull_mastiff'}, {'id': 3473, 'synset': 'tibetan_mastiff.n.01', 'name': 'Tibetan_mastiff'}, {'id': 3474, 'synset': 'french_bulldog.n.01', 'name': 'French_bulldog'}, {'id': 3475, 'synset': 'great_dane.n.01', 'name': 'Great_Dane'}, {'id': 3476, 'synset': 'guide_dog.n.01', 'name': 'guide_dog'}, {'id': 3477, 'synset': 'seeing_eye_dog.n.01', 'name': 'Seeing_Eye_dog'}, {'id': 3478, 'synset': 'hearing_dog.n.01', 'name': 'hearing_dog'}, {'id': 3479, 'synset': 'saint_bernard.n.01', 'name': 'Saint_Bernard'}, {'id': 3480, 'synset': 'seizure-alert_dog.n.01', 'name': 'seizure-alert_dog'}, {'id': 3481, 'synset': 'sled_dog.n.01', 'name': 'sled_dog'}, {'id': 3482, 'synset': 'eskimo_dog.n.01', 'name': 'Eskimo_dog'}, {'id': 3483, 'synset': 'malamute.n.01', 'name': 'malamute'}, {'id': 3484, 'synset': 'siberian_husky.n.01', 'name': 'Siberian_husky'}, {'id': 3485, 'synset': 'liver-spotted_dalmatian.n.01', 'name': 'liver-spotted_dalmatian'}, {'id': 3486, 'synset': 'affenpinscher.n.01', 'name': 'affenpinscher'}, {'id': 3487, 'synset': 'basenji.n.01', 'name': 'basenji'}, {'id': 3488, 'synset': 'leonberg.n.01', 'name': 'Leonberg'}, {'id': 3489, 'synset': 'newfoundland.n.01', 'name': 'Newfoundland'}, {'id': 3490, 'synset': 'great_pyrenees.n.01', 'name': 'Great_Pyrenees'}, {'id': 3491, 'synset': 'spitz.n.01', 'name': 'spitz'}, {'id': 3492, 'synset': 'samoyed.n.03', 'name': 'Samoyed'}, {'id': 3493, 'synset': 'pomeranian.n.01', 'name': 'Pomeranian'}, {'id': 3494, 'synset': 'chow.n.03', 'name': 'chow'}, {'id': 3495, 'synset': 'keeshond.n.01', 'name': 'keeshond'}, {'id': 3496, 'synset': 'griffon.n.02', 'name': 'griffon'}, {'id': 3497, 'synset': 'brabancon_griffon.n.01', 'name': 'Brabancon_griffon'}, {'id': 3498, 'synset': 'corgi.n.01', 'name': 'corgi'}, {'id': 3499, 'synset': 'pembroke.n.01', 'name': 'Pembroke'}, {'id': 3500, 'synset': 'cardigan.n.02', 'name': 'Cardigan'}, {'id': 3501, 'synset': 'poodle.n.01', 'name': 'poodle'}, {'id': 3502, 'synset': 'toy_poodle.n.01', 'name': 'toy_poodle'}, {'id': 3503, 'synset': 'miniature_poodle.n.01', 'name': 'miniature_poodle'}, {'id': 3504, 'synset': 'standard_poodle.n.01', 'name': 'standard_poodle'}, {'id': 3505, 'synset': 'large_poodle.n.01', 'name': 'large_poodle'}, {'id': 3506, 'synset': 'mexican_hairless.n.01', 'name': 'Mexican_hairless'}, {'id': 3507, 'synset': 'timber_wolf.n.01', 'name': 'timber_wolf'}, {'id': 3508, 'synset': 'white_wolf.n.01', 'name': 'white_wolf'}, {'id': 3509, 'synset': 'red_wolf.n.01', 'name': 'red_wolf'}, {'id': 3510, 'synset': 'coyote.n.01', 'name': 'coyote'}, {'id': 3511, 'synset': 'coydog.n.01', 'name': 'coydog'}, {'id': 3512, 'synset': 'jackal.n.01', 'name': 'jackal'}, {'id': 3513, 'synset': 'wild_dog.n.01', 'name': 'wild_dog'}, {'id': 3514, 'synset': 'dingo.n.01', 'name': 'dingo'}, {'id': 3515, 'synset': 'dhole.n.01', 'name': 'dhole'}, {'id': 3516, 'synset': 'crab-eating_dog.n.01', 'name': 'crab-eating_dog'}, {'id': 3517, 'synset': 'raccoon_dog.n.01', 'name': 'raccoon_dog'}, {'id': 3518, 'synset': 'african_hunting_dog.n.01', 'name': 'African_hunting_dog'}, {'id': 3519, 'synset': 'hyena.n.01', 'name': 'hyena'}, {'id': 3520, 'synset': 'striped_hyena.n.01', 'name': 'striped_hyena'}, {'id': 3521, 'synset': 'brown_hyena.n.01', 'name': 'brown_hyena'}, {'id': 3522, 'synset': 'spotted_hyena.n.01', 'name': 'spotted_hyena'}, {'id': 3523, 'synset': 'aardwolf.n.01', 'name': 'aardwolf'}, {'id': 3524, 'synset': 'fox.n.01', 'name': 'fox'}, {'id': 3525, 'synset': 'vixen.n.02', 'name': 'vixen'}, {'id': 3526, 'synset': 'reynard.n.01', 'name': 'Reynard'}, {'id': 3527, 'synset': 'red_fox.n.03', 'name': 'red_fox'}, {'id': 3528, 'synset': 'black_fox.n.01', 'name': 'black_fox'}, {'id': 3529, 'synset': 'silver_fox.n.01', 'name': 'silver_fox'}, {'id': 3530, 'synset': 'red_fox.n.02', 'name': 'red_fox'}, {'id': 3531, 'synset': 'kit_fox.n.02', 'name': 'kit_fox'}, {'id': 3532, 'synset': 'kit_fox.n.01', 'name': 'kit_fox'}, {'id': 3533, 'synset': 'arctic_fox.n.01', 'name': 'Arctic_fox'}, {'id': 3534, 'synset': 'blue_fox.n.01', 'name': 'blue_fox'}, {'id': 3535, 'synset': 'grey_fox.n.01', 'name': 'grey_fox'}, {'id': 3536, 'synset': 'feline.n.01', 'name': 'feline'}, {'id': 3537, 'synset': 'domestic_cat.n.01', 'name': 'domestic_cat'}, {'id': 3538, 'synset': 'kitty.n.04', 'name': 'kitty'}, {'id': 3539, 'synset': 'mouser.n.01', 'name': 'mouser'}, {'id': 3540, 'synset': 'alley_cat.n.01', 'name': 'alley_cat'}, {'id': 3541, 'synset': 'stray.n.01', 'name': 'stray'}, {'id': 3542, 'synset': 'tom.n.02', 'name': 'tom'}, {'id': 3543, 'synset': 'gib.n.02', 'name': 'gib'}, {'id': 3544, 'synset': 'tabby.n.02', 'name': 'tabby'}, {'id': 3545, 'synset': 'tabby.n.01', 'name': 'tabby'}, {'id': 3546, 'synset': 'tiger_cat.n.02', 'name': 'tiger_cat'}, {'id': 3547, 'synset': 'tortoiseshell.n.03', 'name': 'tortoiseshell'}, {'id': 3548, 'synset': 'persian_cat.n.01', 'name': 'Persian_cat'}, {'id': 3549, 'synset': 'angora.n.04', 'name': 'Angora'}, {'id': 3550, 'synset': 'siamese_cat.n.01', 'name': 'Siamese_cat'}, {'id': 3551, 'synset': 'blue_point_siamese.n.01', 'name': 'blue_point_Siamese'}, {'id': 3552, 'synset': 'burmese_cat.n.01', 'name': 'Burmese_cat'}, {'id': 3553, 'synset': 'egyptian_cat.n.01', 'name': 'Egyptian_cat'}, {'id': 3554, 'synset': 'maltese.n.03', 'name': 'Maltese'}, {'id': 3555, 'synset': 'abyssinian.n.01', 'name': 'Abyssinian'}, {'id': 3556, 'synset': 'manx.n.02', 'name': 'Manx'}, {'id': 3557, 'synset': 'wildcat.n.03', 'name': 'wildcat'}, {'id': 3558, 'synset': 'sand_cat.n.01', 'name': 'sand_cat'}, {'id': 3559, 'synset': 'european_wildcat.n.01', 'name': 'European_wildcat'}, {'id': 3560, 'synset': 'ocelot.n.01', 'name': 'ocelot'}, {'id': 3561, 'synset': 'jaguarundi.n.01', 'name': 'jaguarundi'}, {'id': 3562, 'synset': 'kaffir_cat.n.01', 'name': 'kaffir_cat'}, {'id': 3563, 'synset': 'jungle_cat.n.01', 'name': 'jungle_cat'}, {'id': 3564, 'synset': 'serval.n.01', 'name': 'serval'}, {'id': 3565, 'synset': 'leopard_cat.n.01', 'name': 'leopard_cat'}, {'id': 3566, 'synset': 'margay.n.01', 'name': 'margay'}, {'id': 3567, 'synset': 'manul.n.01', 'name': 'manul'}, {'id': 3568, 'synset': 'lynx.n.02', 'name': 'lynx'}, {'id': 3569, 'synset': 'common_lynx.n.01', 'name': 'common_lynx'}, {'id': 3570, 'synset': 'canada_lynx.n.01', 'name': 'Canada_lynx'}, {'id': 3571, 'synset': 'bobcat.n.01', 'name': 'bobcat'}, {'id': 3572, 'synset': 'spotted_lynx.n.01', 'name': 'spotted_lynx'}, {'id': 3573, 'synset': 'caracal.n.01', 'name': 'caracal'}, {'id': 3574, 'synset': 'big_cat.n.01', 'name': 'big_cat'}, {'id': 3575, 'synset': 'leopard.n.02', 'name': 'leopard'}, {'id': 3576, 'synset': 'leopardess.n.01', 'name': 'leopardess'}, {'id': 3577, 'synset': 'panther.n.02', 'name': 'panther'}, {'id': 3578, 'synset': 'snow_leopard.n.01', 'name': 'snow_leopard'}, {'id': 3579, 'synset': 'jaguar.n.01', 'name': 'jaguar'}, {'id': 3580, 'synset': 'lioness.n.01', 'name': 'lioness'}, {'id': 3581, 'synset': 'lionet.n.01', 'name': 'lionet'}, {'id': 3582, 'synset': 'bengal_tiger.n.01', 'name': 'Bengal_tiger'}, {'id': 3583, 'synset': 'tigress.n.01', 'name': 'tigress'}, {'id': 3584, 'synset': 'liger.n.01', 'name': 'liger'}, {'id': 3585, 'synset': 'tiglon.n.01', 'name': 'tiglon'}, {'id': 3586, 'synset': 'cheetah.n.01', 'name': 'cheetah'}, {'id': 3587, 'synset': 'saber-toothed_tiger.n.01', 'name': 'saber-toothed_tiger'}, {'id': 3588, 'synset': 'smiledon_californicus.n.01', 'name': 'Smiledon_californicus'}, {'id': 3589, 'synset': 'brown_bear.n.01', 'name': 'brown_bear'}, {'id': 3590, 'synset': 'bruin.n.01', 'name': 'bruin'}, {'id': 3591, 'synset': 'syrian_bear.n.01', 'name': 'Syrian_bear'}, {'id': 3592, 'synset': 'alaskan_brown_bear.n.01', 'name': 'Alaskan_brown_bear'}, {'id': 3593, 'synset': 'american_black_bear.n.01', 'name': 'American_black_bear'}, {'id': 3594, 'synset': 'cinnamon_bear.n.01', 'name': 'cinnamon_bear'}, {'id': 3595, 'synset': 'asiatic_black_bear.n.01', 'name': 'Asiatic_black_bear'}, {'id': 3596, 'synset': 'sloth_bear.n.01', 'name': 'sloth_bear'}, {'id': 3597, 'synset': 'viverrine.n.01', 'name': 'viverrine'}, {'id': 3598, 'synset': 'civet.n.01', 'name': 'civet'}, {'id': 3599, 'synset': 'large_civet.n.01', 'name': 'large_civet'}, {'id': 3600, 'synset': 'small_civet.n.01', 'name': 'small_civet'}, {'id': 3601, 'synset': 'binturong.n.01', 'name': 'binturong'}, {'id': 3602, 'synset': 'cryptoprocta.n.01', 'name': 'Cryptoprocta'}, {'id': 3603, 'synset': 'fossa.n.03', 'name': 'fossa'}, {'id': 3604, 'synset': 'fanaloka.n.01', 'name': 'fanaloka'}, {'id': 3605, 'synset': 'genet.n.03', 'name': 'genet'}, {'id': 3606, 'synset': 'banded_palm_civet.n.01', 'name': 'banded_palm_civet'}, {'id': 3607, 'synset': 'mongoose.n.01', 'name': 'mongoose'}, {'id': 3608, 'synset': 'indian_mongoose.n.01', 'name': 'Indian_mongoose'}, {'id': 3609, 'synset': 'ichneumon.n.01', 'name': 'ichneumon'}, {'id': 3610, 'synset': 'palm_cat.n.01', 'name': 'palm_cat'}, {'id': 3611, 'synset': 'meerkat.n.01', 'name': 'meerkat'}, {'id': 3612, 'synset': 'slender-tailed_meerkat.n.01', 'name': 'slender-tailed_meerkat'}, {'id': 3613, 'synset': 'suricate.n.01', 'name': 'suricate'}, {'id': 3614, 'synset': 'fruit_bat.n.01', 'name': 'fruit_bat'}, {'id': 3615, 'synset': 'flying_fox.n.01', 'name': 'flying_fox'}, {'id': 3616, 'synset': 'pteropus_capestratus.n.01', 'name': 'Pteropus_capestratus'}, {'id': 3617, 'synset': 'pteropus_hypomelanus.n.01', 'name': 'Pteropus_hypomelanus'}, {'id': 3618, 'synset': 'harpy.n.03', 'name': 'harpy'}, {'id': 3619, 'synset': 'cynopterus_sphinx.n.01', 'name': 'Cynopterus_sphinx'}, {'id': 3620, 'synset': 'carnivorous_bat.n.01', 'name': 'carnivorous_bat'}, {'id': 3621, 'synset': 'mouse-eared_bat.n.01', 'name': 'mouse-eared_bat'}, {'id': 3622, 'synset': 'leafnose_bat.n.01', 'name': 'leafnose_bat'}, {'id': 3623, 'synset': 'macrotus.n.01', 'name': 'macrotus'}, {'id': 3624, 'synset': 'spearnose_bat.n.01', 'name': 'spearnose_bat'}, {'id': 3625, 'synset': 'phyllostomus_hastatus.n.01', 'name': 'Phyllostomus_hastatus'}, {'id': 3626, 'synset': 'hognose_bat.n.01', 'name': 'hognose_bat'}, {'id': 3627, 'synset': 'horseshoe_bat.n.02', 'name': 'horseshoe_bat'}, {'id': 3628, 'synset': 'horseshoe_bat.n.01', 'name': 'horseshoe_bat'}, {'id': 3629, 'synset': 'orange_bat.n.01', 'name': 'orange_bat'}, {'id': 3630, 'synset': 'false_vampire.n.01', 'name': 'false_vampire'}, {'id': 3631, 'synset': 'big-eared_bat.n.01', 'name': 'big-eared_bat'}, {'id': 3632, 'synset': 'vespertilian_bat.n.01', 'name': 'vespertilian_bat'}, {'id': 3633, 'synset': 'frosted_bat.n.01', 'name': 'frosted_bat'}, {'id': 3634, 'synset': 'red_bat.n.01', 'name': 'red_bat'}, {'id': 3635, 'synset': 'brown_bat.n.01', 'name': 'brown_bat'}, {'id': 3636, 'synset': 'little_brown_bat.n.01', 'name': 'little_brown_bat'}, {'id': 3637, 'synset': 'cave_myotis.n.01', 'name': 'cave_myotis'}, {'id': 3638, 'synset': 'big_brown_bat.n.01', 'name': 'big_brown_bat'}, {'id': 3639, 'synset': 'serotine.n.01', 'name': 'serotine'}, {'id': 3640, 'synset': 'pallid_bat.n.01', 'name': 'pallid_bat'}, {'id': 3641, 'synset': 'pipistrelle.n.01', 'name': 'pipistrelle'}, {'id': 3642, 'synset': 'eastern_pipistrel.n.01', 'name': 'eastern_pipistrel'}, {'id': 3643, 'synset': 'jackass_bat.n.01', 'name': 'jackass_bat'}, {'id': 3644, 'synset': 'long-eared_bat.n.01', 'name': 'long-eared_bat'}, {'id': 3645, 'synset': 'western_big-eared_bat.n.01', 'name': 'western_big-eared_bat'}, {'id': 3646, 'synset': 'freetail.n.01', 'name': 'freetail'}, {'id': 3647, 'synset': 'guano_bat.n.01', 'name': 'guano_bat'}, {'id': 3648, 'synset': 'pocketed_bat.n.01', 'name': 'pocketed_bat'}, {'id': 3649, 'synset': 'mastiff_bat.n.01', 'name': 'mastiff_bat'}, {'id': 3650, 'synset': 'vampire_bat.n.01', 'name': 'vampire_bat'}, {'id': 3651, 'synset': 'desmodus_rotundus.n.01', 'name': 'Desmodus_rotundus'}, {'id': 3652, 'synset': 'hairy-legged_vampire_bat.n.01', 'name': 'hairy-legged_vampire_bat'}, {'id': 3653, 'synset': 'predator.n.02', 'name': 'predator'}, {'id': 3654, 'synset': 'prey.n.02', 'name': 'prey'}, {'id': 3655, 'synset': 'game.n.04', 'name': 'game'}, {'id': 3656, 'synset': 'big_game.n.01', 'name': 'big_game'}, {'id': 3657, 'synset': 'game_bird.n.01', 'name': 'game_bird'}, {'id': 3658, 'synset': 'fossorial_mammal.n.01', 'name': 'fossorial_mammal'}, {'id': 3659, 'synset': 'tetrapod.n.01', 'name': 'tetrapod'}, {'id': 3660, 'synset': 'quadruped.n.01', 'name': 'quadruped'}, {'id': 3661, 'synset': 'hexapod.n.01', 'name': 'hexapod'}, {'id': 3662, 'synset': 'biped.n.01', 'name': 'biped'}, {'id': 3663, 'synset': 'insect.n.01', 'name': 'insect'}, {'id': 3664, 'synset': 'social_insect.n.01', 'name': 'social_insect'}, {'id': 3665, 'synset': 'holometabola.n.01', 'name': 'holometabola'}, {'id': 3666, 'synset': 'defoliator.n.01', 'name': 'defoliator'}, {'id': 3667, 'synset': 'pollinator.n.01', 'name': 'pollinator'}, {'id': 3668, 'synset': 'gallfly.n.03', 'name': 'gallfly'}, {'id': 3669, 'synset': 'scorpion_fly.n.01', 'name': 'scorpion_fly'}, {'id': 3670, 'synset': 'hanging_fly.n.01', 'name': 'hanging_fly'}, {'id': 3671, 'synset': 'collembolan.n.01', 'name': 'collembolan'}, {'id': 3672, 'synset': 'tiger_beetle.n.01', 'name': 'tiger_beetle'}, {'id': 3673, 'synset': 'two-spotted_ladybug.n.01', 'name': 'two-spotted_ladybug'}, {'id': 3674, 'synset': 'mexican_bean_beetle.n.01', 'name': 'Mexican_bean_beetle'}, {'id': 3675, 'synset': 'hippodamia_convergens.n.01', 'name': 'Hippodamia_convergens'}, {'id': 3676, 'synset': 'vedalia.n.01', 'name': 'vedalia'}, {'id': 3677, 'synset': 'ground_beetle.n.01', 'name': 'ground_beetle'}, {'id': 3678, 'synset': 'bombardier_beetle.n.01', 'name': 'bombardier_beetle'}, {'id': 3679, 'synset': 'calosoma.n.01', 'name': 'calosoma'}, {'id': 3680, 'synset': 'searcher.n.03', 'name': 'searcher'}, {'id': 3681, 'synset': 'firefly.n.02', 'name': 'firefly'}, {'id': 3682, 'synset': 'glowworm.n.01', 'name': 'glowworm'}, {'id': 3683, 'synset': 'long-horned_beetle.n.01', 'name': 'long-horned_beetle'}, {'id': 3684, 'synset': 'sawyer.n.02', 'name': 'sawyer'}, {'id': 3685, 'synset': 'pine_sawyer.n.01', 'name': 'pine_sawyer'}, {'id': 3686, 'synset': 'leaf_beetle.n.01', 'name': 'leaf_beetle'}, {'id': 3687, 'synset': 'flea_beetle.n.01', 'name': 'flea_beetle'}, {'id': 3688, 'synset': 'colorado_potato_beetle.n.01', 'name': 'Colorado_potato_beetle'}, {'id': 3689, 'synset': 'carpet_beetle.n.01', 'name': 'carpet_beetle'}, {'id': 3690, 'synset': 'buffalo_carpet_beetle.n.01', 'name': 'buffalo_carpet_beetle'}, {'id': 3691, 'synset': 'black_carpet_beetle.n.01', 'name': 'black_carpet_beetle'}, {'id': 3692, 'synset': 'clerid_beetle.n.01', 'name': 'clerid_beetle'}, {'id': 3693, 'synset': 'bee_beetle.n.01', 'name': 'bee_beetle'}, {'id': 3694, 'synset': 'lamellicorn_beetle.n.01', 'name': 'lamellicorn_beetle'}, {'id': 3695, 'synset': 'scarabaeid_beetle.n.01', 'name': 'scarabaeid_beetle'}, {'id': 3696, 'synset': 'dung_beetle.n.01', 'name': 'dung_beetle'}, {'id': 3697, 'synset': 'scarab.n.01', 'name': 'scarab'}, {'id': 3698, 'synset': 'tumblebug.n.01', 'name': 'tumblebug'}, {'id': 3699, 'synset': 'dorbeetle.n.01', 'name': 'dorbeetle'}, {'id': 3700, 'synset': 'june_beetle.n.01', 'name': 'June_beetle'}, {'id': 3701, 'synset': 'green_june_beetle.n.01', 'name': 'green_June_beetle'}, {'id': 3702, 'synset': 'japanese_beetle.n.01', 'name': 'Japanese_beetle'}, {'id': 3703, 'synset': 'oriental_beetle.n.01', 'name': 'Oriental_beetle'}, {'id': 3704, 'synset': 'rhinoceros_beetle.n.01', 'name': 'rhinoceros_beetle'}, {'id': 3705, 'synset': 'melolonthid_beetle.n.01', 'name': 'melolonthid_beetle'}, {'id': 3706, 'synset': 'cockchafer.n.01', 'name': 'cockchafer'}, {'id': 3707, 'synset': 'rose_chafer.n.02', 'name': 'rose_chafer'}, {'id': 3708, 'synset': 'rose_chafer.n.01', 'name': 'rose_chafer'}, {'id': 3709, 'synset': 'stag_beetle.n.01', 'name': 'stag_beetle'}, {'id': 3710, 'synset': 'elaterid_beetle.n.01', 'name': 'elaterid_beetle'}, {'id': 3711, 'synset': 'click_beetle.n.01', 'name': 'click_beetle'}, {'id': 3712, 'synset': 'firefly.n.01', 'name': 'firefly'}, {'id': 3713, 'synset': 'wireworm.n.01', 'name': 'wireworm'}, {'id': 3714, 'synset': 'water_beetle.n.01', 'name': 'water_beetle'}, {'id': 3715, 'synset': 'whirligig_beetle.n.01', 'name': 'whirligig_beetle'}, {'id': 3716, 'synset': 'deathwatch_beetle.n.01', 'name': 'deathwatch_beetle'}, {'id': 3717, 'synset': 'weevil.n.01', 'name': 'weevil'}, {'id': 3718, 'synset': 'snout_beetle.n.01', 'name': 'snout_beetle'}, {'id': 3719, 'synset': 'boll_weevil.n.01', 'name': 'boll_weevil'}, {'id': 3720, 'synset': 'blister_beetle.n.01', 'name': 'blister_beetle'}, {'id': 3721, 'synset': 'oil_beetle.n.01', 'name': 'oil_beetle'}, {'id': 3722, 'synset': 'spanish_fly.n.01', 'name': 'Spanish_fly'}, {'id': 3723, 'synset': 'dutch-elm_beetle.n.01', 'name': 'Dutch-elm_beetle'}, {'id': 3724, 'synset': 'bark_beetle.n.01', 'name': 'bark_beetle'}, {'id': 3725, 'synset': 'spruce_bark_beetle.n.01', 'name': 'spruce_bark_beetle'}, {'id': 3726, 'synset': 'rove_beetle.n.01', 'name': 'rove_beetle'}, {'id': 3727, 'synset': 'darkling_beetle.n.01', 'name': 'darkling_beetle'}, {'id': 3728, 'synset': 'mealworm.n.01', 'name': 'mealworm'}, {'id': 3729, 'synset': 'flour_beetle.n.01', 'name': 'flour_beetle'}, {'id': 3730, 'synset': 'seed_beetle.n.01', 'name': 'seed_beetle'}, {'id': 3731, 'synset': 'pea_weevil.n.01', 'name': 'pea_weevil'}, {'id': 3732, 'synset': 'bean_weevil.n.01', 'name': 'bean_weevil'}, {'id': 3733, 'synset': 'rice_weevil.n.01', 'name': 'rice_weevil'}, {'id': 3734, 'synset': 'asian_longhorned_beetle.n.01', 'name': 'Asian_longhorned_beetle'}, {'id': 3735, 'synset': 'web_spinner.n.01', 'name': 'web_spinner'}, {'id': 3736, 'synset': 'louse.n.01', 'name': 'louse'}, {'id': 3737, 'synset': 'common_louse.n.01', 'name': 'common_louse'}, {'id': 3738, 'synset': 'head_louse.n.01', 'name': 'head_louse'}, {'id': 3739, 'synset': 'body_louse.n.01', 'name': 'body_louse'}, {'id': 3740, 'synset': 'crab_louse.n.01', 'name': 'crab_louse'}, {'id': 3741, 'synset': 'bird_louse.n.01', 'name': 'bird_louse'}, {'id': 3742, 'synset': 'flea.n.01', 'name': 'flea'}, {'id': 3743, 'synset': 'pulex_irritans.n.01', 'name': 'Pulex_irritans'}, {'id': 3744, 'synset': 'dog_flea.n.01', 'name': 'dog_flea'}, {'id': 3745, 'synset': 'cat_flea.n.01', 'name': 'cat_flea'}, {'id': 3746, 'synset': 'chigoe.n.01', 'name': 'chigoe'}, {'id': 3747, 'synset': 'sticktight.n.02', 'name': 'sticktight'}, {'id': 3748, 'synset': 'dipterous_insect.n.01', 'name': 'dipterous_insect'}, {'id': 3749, 'synset': 'gall_midge.n.01', 'name': 'gall_midge'}, {'id': 3750, 'synset': 'hessian_fly.n.01', 'name': 'Hessian_fly'}, {'id': 3751, 'synset': 'fly.n.01', 'name': 'fly'}, {'id': 3752, 'synset': 'housefly.n.01', 'name': 'housefly'}, {'id': 3753, 'synset': 'tsetse_fly.n.01', 'name': 'tsetse_fly'}, {'id': 3754, 'synset': 'blowfly.n.01', 'name': 'blowfly'}, {'id': 3755, 'synset': 'bluebottle.n.02', 'name': 'bluebottle'}, {'id': 3756, 'synset': 'greenbottle.n.01', 'name': 'greenbottle'}, {'id': 3757, 'synset': 'flesh_fly.n.01', 'name': 'flesh_fly'}, {'id': 3758, 'synset': 'tachina_fly.n.01', 'name': 'tachina_fly'}, {'id': 3759, 'synset': 'gadfly.n.02', 'name': 'gadfly'}, {'id': 3760, 'synset': 'botfly.n.01', 'name': 'botfly'}, {'id': 3761, 'synset': 'human_botfly.n.01', 'name': 'human_botfly'}, {'id': 3762, 'synset': 'sheep_botfly.n.01', 'name': 'sheep_botfly'}, {'id': 3763, 'synset': 'warble_fly.n.01', 'name': 'warble_fly'}, {'id': 3764, 'synset': 'horsefly.n.02', 'name': 'horsefly'}, {'id': 3765, 'synset': 'bee_fly.n.01', 'name': 'bee_fly'}, {'id': 3766, 'synset': 'robber_fly.n.01', 'name': 'robber_fly'}, {'id': 3767, 'synset': 'fruit_fly.n.01', 'name': 'fruit_fly'}, {'id': 3768, 'synset': 'apple_maggot.n.01', 'name': 'apple_maggot'}, {'id': 3769, 'synset': 'mediterranean_fruit_fly.n.01', 'name': 'Mediterranean_fruit_fly'}, {'id': 3770, 'synset': 'drosophila.n.01', 'name': 'drosophila'}, {'id': 3771, 'synset': 'vinegar_fly.n.01', 'name': 'vinegar_fly'}, {'id': 3772, 'synset': 'leaf_miner.n.01', 'name': 'leaf_miner'}, {'id': 3773, 'synset': 'louse_fly.n.01', 'name': 'louse_fly'}, {'id': 3774, 'synset': 'horse_tick.n.01', 'name': 'horse_tick'}, {'id': 3775, 'synset': 'sheep_ked.n.01', 'name': 'sheep_ked'}, {'id': 3776, 'synset': 'horn_fly.n.01', 'name': 'horn_fly'}, {'id': 3777, 'synset': 'mosquito.n.01', 'name': 'mosquito'}, {'id': 3778, 'synset': 'wiggler.n.02', 'name': 'wiggler'}, {'id': 3779, 'synset': 'gnat.n.02', 'name': 'gnat'}, {'id': 3780, 'synset': 'yellow-fever_mosquito.n.01', 'name': 'yellow-fever_mosquito'}, {'id': 3781, 'synset': 'asian_tiger_mosquito.n.01', 'name': 'Asian_tiger_mosquito'}, {'id': 3782, 'synset': 'anopheline.n.01', 'name': 'anopheline'}, {'id': 3783, 'synset': 'malarial_mosquito.n.01', 'name': 'malarial_mosquito'}, {'id': 3784, 'synset': 'common_mosquito.n.01', 'name': 'common_mosquito'}, {'id': 3785, 'synset': 'culex_quinquefasciatus.n.01', 'name': 'Culex_quinquefasciatus'}, {'id': 3786, 'synset': 'gnat.n.01', 'name': 'gnat'}, {'id': 3787, 'synset': 'punkie.n.01', 'name': 'punkie'}, {'id': 3788, 'synset': 'midge.n.01', 'name': 'midge'}, {'id': 3789, 'synset': 'fungus_gnat.n.02', 'name': 'fungus_gnat'}, {'id': 3790, 'synset': 'psychodid.n.01', 'name': 'psychodid'}, {'id': 3791, 'synset': 'sand_fly.n.01', 'name': 'sand_fly'}, {'id': 3792, 'synset': 'fungus_gnat.n.01', 'name': 'fungus_gnat'}, {'id': 3793, 'synset': 'armyworm.n.03', 'name': 'armyworm'}, {'id': 3794, 'synset': 'crane_fly.n.01', 'name': 'crane_fly'}, {'id': 3795, 'synset': 'blackfly.n.02', 'name': 'blackfly'}, {'id': 3796, 'synset': 'hymenopterous_insect.n.01', 'name': 'hymenopterous_insect'}, {'id': 3797, 'synset': 'bee.n.01', 'name': 'bee'}, {'id': 3798, 'synset': 'drone.n.01', 'name': 'drone'}, {'id': 3799, 'synset': 'queen_bee.n.01', 'name': 'queen_bee'}, {'id': 3800, 'synset': 'worker.n.03', 'name': 'worker'}, {'id': 3801, 'synset': 'soldier.n.02', 'name': 'soldier'}, {'id': 3802, 'synset': 'worker_bee.n.01', 'name': 'worker_bee'}, {'id': 3803, 'synset': 'honeybee.n.01', 'name': 'honeybee'}, {'id': 3804, 'synset': 'africanized_bee.n.01', 'name': 'Africanized_bee'}, {'id': 3805, 'synset': 'black_bee.n.01', 'name': 'black_bee'}, {'id': 3806, 'synset': 'carniolan_bee.n.01', 'name': 'Carniolan_bee'}, {'id': 3807, 'synset': 'italian_bee.n.01', 'name': 'Italian_bee'}, {'id': 3808, 'synset': 'carpenter_bee.n.01', 'name': 'carpenter_bee'}, {'id': 3809, 'synset': 'bumblebee.n.01', 'name': 'bumblebee'}, {'id': 3810, 'synset': 'cuckoo-bumblebee.n.01', 'name': 'cuckoo-bumblebee'}, {'id': 3811, 'synset': 'andrena.n.01', 'name': 'andrena'}, {'id': 3812, 'synset': 'nomia_melanderi.n.01', 'name': 'Nomia_melanderi'}, {'id': 3813, 'synset': 'leaf-cutting_bee.n.01', 'name': 'leaf-cutting_bee'}, {'id': 3814, 'synset': 'mason_bee.n.01', 'name': 'mason_bee'}, {'id': 3815, 'synset': 'potter_bee.n.01', 'name': 'potter_bee'}, {'id': 3816, 'synset': 'wasp.n.02', 'name': 'wasp'}, {'id': 3817, 'synset': 'vespid.n.01', 'name': 'vespid'}, {'id': 3818, 'synset': 'paper_wasp.n.01', 'name': 'paper_wasp'}, {'id': 3819, 'synset': 'giant_hornet.n.01', 'name': 'giant_hornet'}, {'id': 3820, 'synset': 'common_wasp.n.01', 'name': 'common_wasp'}, {'id': 3821, 'synset': 'bald-faced_hornet.n.01', 'name': 'bald-faced_hornet'}, {'id': 3822, 'synset': 'yellow_jacket.n.02', 'name': 'yellow_jacket'}, {'id': 3823, 'synset': 'polistes_annularis.n.01', 'name': 'Polistes_annularis'}, {'id': 3824, 'synset': 'mason_wasp.n.02', 'name': 'mason_wasp'}, {'id': 3825, 'synset': 'potter_wasp.n.01', 'name': 'potter_wasp'}, {'id': 3826, 'synset': 'mutillidae.n.01', 'name': 'Mutillidae'}, {'id': 3827, 'synset': 'velvet_ant.n.01', 'name': 'velvet_ant'}, {'id': 3828, 'synset': 'sphecoid_wasp.n.01', 'name': 'sphecoid_wasp'}, {'id': 3829, 'synset': 'mason_wasp.n.01', 'name': 'mason_wasp'}, {'id': 3830, 'synset': 'digger_wasp.n.01', 'name': 'digger_wasp'}, {'id': 3831, 'synset': 'cicada_killer.n.01', 'name': 'cicada_killer'}, {'id': 3832, 'synset': 'mud_dauber.n.01', 'name': 'mud_dauber'}, {'id': 3833, 'synset': 'gall_wasp.n.01', 'name': 'gall_wasp'}, {'id': 3834, 'synset': 'chalcid_fly.n.01', 'name': 'chalcid_fly'}, {'id': 3835, 'synset': 'strawworm.n.02', 'name': 'strawworm'}, {'id': 3836, 'synset': 'chalcis_fly.n.01', 'name': 'chalcis_fly'}, {'id': 3837, 'synset': 'ichneumon_fly.n.01', 'name': 'ichneumon_fly'}, {'id': 3838, 'synset': 'sawfly.n.01', 'name': 'sawfly'}, {'id': 3839, 'synset': 'birch_leaf_miner.n.01', 'name': 'birch_leaf_miner'}, {'id': 3840, 'synset': 'ant.n.01', 'name': 'ant'}, {'id': 3841, 'synset': 'pharaoh_ant.n.01', 'name': 'pharaoh_ant'}, {'id': 3842, 'synset': 'little_black_ant.n.01', 'name': 'little_black_ant'}, {'id': 3843, 'synset': 'army_ant.n.01', 'name': 'army_ant'}, {'id': 3844, 'synset': 'carpenter_ant.n.01', 'name': 'carpenter_ant'}, {'id': 3845, 'synset': 'fire_ant.n.01', 'name': 'fire_ant'}, {'id': 3846, 'synset': 'wood_ant.n.01', 'name': 'wood_ant'}, {'id': 3847, 'synset': 'slave_ant.n.01', 'name': 'slave_ant'}, {'id': 3848, 'synset': 'formica_fusca.n.01', 'name': 'Formica_fusca'}, {'id': 3849, 'synset': 'slave-making_ant.n.01', 'name': 'slave-making_ant'}, {'id': 3850, 'synset': 'sanguinary_ant.n.01', 'name': 'sanguinary_ant'}, {'id': 3851, 'synset': 'bulldog_ant.n.01', 'name': 'bulldog_ant'}, {'id': 3852, 'synset': 'amazon_ant.n.01', 'name': 'Amazon_ant'}, {'id': 3853, 'synset': 'termite.n.01', 'name': 'termite'}, {'id': 3854, 'synset': 'dry-wood_termite.n.01', 'name': 'dry-wood_termite'}, {'id': 3855, 'synset': 'reticulitermes_lucifugus.n.01', 'name': 'Reticulitermes_lucifugus'}, {'id': 3856, 'synset': 'mastotermes_darwiniensis.n.01', 'name': 'Mastotermes_darwiniensis'}, {'id': 3857, 'synset': 'mastotermes_electrodominicus.n.01', 'name': 'Mastotermes_electrodominicus'}, {'id': 3858, 'synset': 'powder-post_termite.n.01', 'name': 'powder-post_termite'}, {'id': 3859, 'synset': 'orthopterous_insect.n.01', 'name': 'orthopterous_insect'}, {'id': 3860, 'synset': 'grasshopper.n.01', 'name': 'grasshopper'}, {'id': 3861, 'synset': 'short-horned_grasshopper.n.01', 'name': 'short-horned_grasshopper'}, {'id': 3862, 'synset': 'locust.n.01', 'name': 'locust'}, {'id': 3863, 'synset': 'migratory_locust.n.01', 'name': 'migratory_locust'}, {'id': 3864, 'synset': 'migratory_grasshopper.n.01', 'name': 'migratory_grasshopper'}, {'id': 3865, 'synset': 'long-horned_grasshopper.n.01', 'name': 'long-horned_grasshopper'}, {'id': 3866, 'synset': 'katydid.n.01', 'name': 'katydid'}, {'id': 3867, 'synset': 'mormon_cricket.n.01', 'name': 'mormon_cricket'}, {'id': 3868, 'synset': 'sand_cricket.n.01', 'name': 'sand_cricket'}, {'id': 3869, 'synset': 'cricket.n.01', 'name': 'cricket'}, {'id': 3870, 'synset': 'mole_cricket.n.01', 'name': 'mole_cricket'}, {'id': 3871, 'synset': 'european_house_cricket.n.01', 'name': 'European_house_cricket'}, {'id': 3872, 'synset': 'field_cricket.n.01', 'name': 'field_cricket'}, {'id': 3873, 'synset': 'tree_cricket.n.01', 'name': 'tree_cricket'}, {'id': 3874, 'synset': 'snowy_tree_cricket.n.01', 'name': 'snowy_tree_cricket'}, {'id': 3875, 'synset': 'phasmid.n.01', 'name': 'phasmid'}, {'id': 3876, 'synset': 'walking_stick.n.02', 'name': 'walking_stick'}, {'id': 3877, 'synset': 'diapheromera.n.01', 'name': 'diapheromera'}, {'id': 3878, 'synset': 'walking_leaf.n.02', 'name': 'walking_leaf'}, {'id': 3879, 'synset': 'oriental_cockroach.n.01', 'name': 'oriental_cockroach'}, {'id': 3880, 'synset': 'american_cockroach.n.01', 'name': 'American_cockroach'}, {'id': 3881, 'synset': 'australian_cockroach.n.01', 'name': 'Australian_cockroach'}, {'id': 3882, 'synset': 'german_cockroach.n.01', 'name': 'German_cockroach'}, {'id': 3883, 'synset': 'giant_cockroach.n.01', 'name': 'giant_cockroach'}, {'id': 3884, 'synset': 'mantis.n.01', 'name': 'mantis'}, {'id': 3885, 'synset': 'praying_mantis.n.01', 'name': 'praying_mantis'}, {'id': 3886, 'synset': 'bug.n.01', 'name': 'bug'}, {'id': 3887, 'synset': 'hemipterous_insect.n.01', 'name': 'hemipterous_insect'}, {'id': 3888, 'synset': 'leaf_bug.n.01', 'name': 'leaf_bug'}, {'id': 3889, 'synset': 'mirid_bug.n.01', 'name': 'mirid_bug'}, {'id': 3890, 'synset': 'four-lined_plant_bug.n.01', 'name': 'four-lined_plant_bug'}, {'id': 3891, 'synset': 'lygus_bug.n.01', 'name': 'lygus_bug'}, {'id': 3892, 'synset': 'tarnished_plant_bug.n.01', 'name': 'tarnished_plant_bug'}, {'id': 3893, 'synset': 'lace_bug.n.01', 'name': 'lace_bug'}, {'id': 3894, 'synset': 'lygaeid.n.01', 'name': 'lygaeid'}, {'id': 3895, 'synset': 'chinch_bug.n.01', 'name': 'chinch_bug'}, {'id': 3896, 'synset': 'coreid_bug.n.01', 'name': 'coreid_bug'}, {'id': 3897, 'synset': 'squash_bug.n.01', 'name': 'squash_bug'}, {'id': 3898, 'synset': 'leaf-footed_bug.n.01', 'name': 'leaf-footed_bug'}, {'id': 3899, 'synset': 'bedbug.n.01', 'name': 'bedbug'}, {'id': 3900, 'synset': 'backswimmer.n.01', 'name': 'backswimmer'}, {'id': 3901, 'synset': 'true_bug.n.01', 'name': 'true_bug'}, {'id': 3902, 'synset': 'heteropterous_insect.n.01', 'name': 'heteropterous_insect'}, {'id': 3903, 'synset': 'water_bug.n.01', 'name': 'water_bug'}, {'id': 3904, 'synset': 'giant_water_bug.n.01', 'name': 'giant_water_bug'}, {'id': 3905, 'synset': 'water_scorpion.n.01', 'name': 'water_scorpion'}, {'id': 3906, 'synset': 'water_boatman.n.01', 'name': 'water_boatman'}, {'id': 3907, 'synset': 'water_strider.n.01', 'name': 'water_strider'}, {'id': 3908, 'synset': 'common_pond-skater.n.01', 'name': 'common_pond-skater'}, {'id': 3909, 'synset': 'assassin_bug.n.01', 'name': 'assassin_bug'}, {'id': 3910, 'synset': 'conenose.n.01', 'name': 'conenose'}, {'id': 3911, 'synset': 'wheel_bug.n.01', 'name': 'wheel_bug'}, {'id': 3912, 'synset': 'firebug.n.02', 'name': 'firebug'}, {'id': 3913, 'synset': 'cotton_stainer.n.01', 'name': 'cotton_stainer'}, {'id': 3914, 'synset': 'homopterous_insect.n.01', 'name': 'homopterous_insect'}, {'id': 3915, 'synset': 'whitefly.n.01', 'name': 'whitefly'}, {'id': 3916, 'synset': 'citrus_whitefly.n.01', 'name': 'citrus_whitefly'}, {'id': 3917, 'synset': 'greenhouse_whitefly.n.01', 'name': 'greenhouse_whitefly'}, {'id': 3918, 'synset': 'sweet-potato_whitefly.n.01', 'name': 'sweet-potato_whitefly'}, {'id': 3919, 'synset': 'superbug.n.02', 'name': 'superbug'}, {'id': 3920, 'synset': 'cotton_strain.n.01', 'name': 'cotton_strain'}, {'id': 3921, 'synset': 'coccid_insect.n.01', 'name': 'coccid_insect'}, {'id': 3922, 'synset': 'scale_insect.n.01', 'name': 'scale_insect'}, {'id': 3923, 'synset': 'soft_scale.n.01', 'name': 'soft_scale'}, {'id': 3924, 'synset': 'brown_soft_scale.n.01', 'name': 'brown_soft_scale'}, {'id': 3925, 'synset': 'armored_scale.n.01', 'name': 'armored_scale'}, {'id': 3926, 'synset': 'san_jose_scale.n.01', 'name': 'San_Jose_scale'}, {'id': 3927, 'synset': 'cochineal_insect.n.01', 'name': 'cochineal_insect'}, {'id': 3928, 'synset': 'mealybug.n.01', 'name': 'mealybug'}, {'id': 3929, 'synset': 'citrophilous_mealybug.n.01', 'name': 'citrophilous_mealybug'}, {'id': 3930, 'synset': 'comstock_mealybug.n.01', 'name': 'Comstock_mealybug'}, {'id': 3931, 'synset': 'citrus_mealybug.n.01', 'name': 'citrus_mealybug'}, {'id': 3932, 'synset': 'plant_louse.n.01', 'name': 'plant_louse'}, {'id': 3933, 'synset': 'aphid.n.01', 'name': 'aphid'}, {'id': 3934, 'synset': 'apple_aphid.n.01', 'name': 'apple_aphid'}, {'id': 3935, 'synset': 'blackfly.n.01', 'name': 'blackfly'}, {'id': 3936, 'synset': 'greenfly.n.01', 'name': 'greenfly'}, {'id': 3937, 'synset': 'green_peach_aphid.n.01', 'name': 'green_peach_aphid'}, {'id': 3938, 'synset': 'ant_cow.n.01', 'name': 'ant_cow'}, {'id': 3939, 'synset': 'woolly_aphid.n.01', 'name': 'woolly_aphid'}, {'id': 3940, 'synset': 'woolly_apple_aphid.n.01', 'name': 'woolly_apple_aphid'}, {'id': 3941, 'synset': 'woolly_alder_aphid.n.01', 'name': 'woolly_alder_aphid'}, {'id': 3942, 'synset': 'adelgid.n.01', 'name': 'adelgid'}, {'id': 3943, 'synset': 'balsam_woolly_aphid.n.01', 'name': 'balsam_woolly_aphid'}, {'id': 3944, 'synset': 'spruce_gall_aphid.n.01', 'name': 'spruce_gall_aphid'}, {'id': 3945, 'synset': 'woolly_adelgid.n.01', 'name': 'woolly_adelgid'}, {'id': 3946, 'synset': 'jumping_plant_louse.n.01', 'name': 'jumping_plant_louse'}, {'id': 3947, 'synset': 'cicada.n.01', 'name': 'cicada'}, {'id': 3948, 'synset': 'dog-day_cicada.n.01', 'name': 'dog-day_cicada'}, {'id': 3949, 'synset': 'seventeen-year_locust.n.01', 'name': 'seventeen-year_locust'}, {'id': 3950, 'synset': 'spittle_insect.n.01', 'name': 'spittle_insect'}, {'id': 3951, 'synset': 'froghopper.n.01', 'name': 'froghopper'}, {'id': 3952, 'synset': 'meadow_spittlebug.n.01', 'name': 'meadow_spittlebug'}, {'id': 3953, 'synset': 'pine_spittlebug.n.01', 'name': 'pine_spittlebug'}, {'id': 3954, 'synset': 'saratoga_spittlebug.n.01', 'name': 'Saratoga_spittlebug'}, {'id': 3955, 'synset': 'leafhopper.n.01', 'name': 'leafhopper'}, {'id': 3956, 'synset': 'plant_hopper.n.01', 'name': 'plant_hopper'}, {'id': 3957, 'synset': 'treehopper.n.01', 'name': 'treehopper'}, {'id': 3958, 'synset': 'lantern_fly.n.01', 'name': 'lantern_fly'}, {'id': 3959, 'synset': 'psocopterous_insect.n.01', 'name': 'psocopterous_insect'}, {'id': 3960, 'synset': 'psocid.n.01', 'name': 'psocid'}, {'id': 3961, 'synset': 'bark-louse.n.01', 'name': 'bark-louse'}, {'id': 3962, 'synset': 'booklouse.n.01', 'name': 'booklouse'}, {'id': 3963, 'synset': 'common_booklouse.n.01', 'name': 'common_booklouse'}, {'id': 3964, 'synset': 'ephemerid.n.01', 'name': 'ephemerid'}, {'id': 3965, 'synset': 'mayfly.n.01', 'name': 'mayfly'}, {'id': 3966, 'synset': 'stonefly.n.01', 'name': 'stonefly'}, {'id': 3967, 'synset': 'neuropteron.n.01', 'name': 'neuropteron'}, {'id': 3968, 'synset': 'ant_lion.n.02', 'name': 'ant_lion'}, {'id': 3969, 'synset': 'doodlebug.n.03', 'name': 'doodlebug'}, {'id': 3970, 'synset': 'lacewing.n.01', 'name': 'lacewing'}, {'id': 3971, 'synset': 'aphid_lion.n.01', 'name': 'aphid_lion'}, {'id': 3972, 'synset': 'green_lacewing.n.01', 'name': 'green_lacewing'}, {'id': 3973, 'synset': 'brown_lacewing.n.01', 'name': 'brown_lacewing'}, {'id': 3974, 'synset': 'dobson.n.02', 'name': 'dobson'}, {'id': 3975, 'synset': 'hellgrammiate.n.01', 'name': 'hellgrammiate'}, {'id': 3976, 'synset': 'fish_fly.n.01', 'name': 'fish_fly'}, {'id': 3977, 'synset': 'alderfly.n.01', 'name': 'alderfly'}, {'id': 3978, 'synset': 'snakefly.n.01', 'name': 'snakefly'}, {'id': 3979, 'synset': 'mantispid.n.01', 'name': 'mantispid'}, {'id': 3980, 'synset': 'odonate.n.01', 'name': 'odonate'}, {'id': 3981, 'synset': 'damselfly.n.01', 'name': 'damselfly'}, {'id': 3982, 'synset': 'trichopterous_insect.n.01', 'name': 'trichopterous_insect'}, {'id': 3983, 'synset': 'caddis_fly.n.01', 'name': 'caddis_fly'}, {'id': 3984, 'synset': 'caseworm.n.01', 'name': 'caseworm'}, {'id': 3985, 'synset': 'caddisworm.n.01', 'name': 'caddisworm'}, {'id': 3986, 'synset': 'thysanuran_insect.n.01', 'name': 'thysanuran_insect'}, {'id': 3987, 'synset': 'bristletail.n.01', 'name': 'bristletail'}, {'id': 3988, 'synset': 'silverfish.n.01', 'name': 'silverfish'}, {'id': 3989, 'synset': 'firebrat.n.01', 'name': 'firebrat'}, {'id': 3990, 'synset': 'jumping_bristletail.n.01', 'name': 'jumping_bristletail'}, {'id': 3991, 'synset': 'thysanopter.n.01', 'name': 'thysanopter'}, {'id': 3992, 'synset': 'thrips.n.01', 'name': 'thrips'}, {'id': 3993, 'synset': 'tobacco_thrips.n.01', 'name': 'tobacco_thrips'}, {'id': 3994, 'synset': 'onion_thrips.n.01', 'name': 'onion_thrips'}, {'id': 3995, 'synset': 'earwig.n.01', 'name': 'earwig'}, {'id': 3996, 'synset': 'common_european_earwig.n.01', 'name': 'common_European_earwig'}, {'id': 3997, 'synset': 'lepidopterous_insect.n.01', 'name': 'lepidopterous_insect'}, {'id': 3998, 'synset': 'nymphalid.n.01', 'name': 'nymphalid'}, {'id': 3999, 'synset': 'mourning_cloak.n.01', 'name': 'mourning_cloak'}, {'id': 4000, 'synset': 'tortoiseshell.n.02', 'name': 'tortoiseshell'}, {'id': 4001, 'synset': 'painted_beauty.n.01', 'name': 'painted_beauty'}, {'id': 4002, 'synset': 'admiral.n.02', 'name': 'admiral'}, {'id': 4003, 'synset': 'red_admiral.n.01', 'name': 'red_admiral'}, {'id': 4004, 'synset': 'white_admiral.n.02', 'name': 'white_admiral'}, {'id': 4005, 'synset': 'banded_purple.n.01', 'name': 'banded_purple'}, {'id': 4006, 'synset': 'red-spotted_purple.n.01', 'name': 'red-spotted_purple'}, {'id': 4007, 'synset': 'viceroy.n.02', 'name': 'viceroy'}, {'id': 4008, 'synset': 'anglewing.n.01', 'name': 'anglewing'}, {'id': 4009, 'synset': 'ringlet.n.04', 'name': 'ringlet'}, {'id': 4010, 'synset': 'comma.n.02', 'name': 'comma'}, {'id': 4011, 'synset': 'fritillary.n.02', 'name': 'fritillary'}, {'id': 4012, 'synset': 'silverspot.n.01', 'name': 'silverspot'}, {'id': 4013, 'synset': 'emperor_butterfly.n.01', 'name': 'emperor_butterfly'}, {'id': 4014, 'synset': 'purple_emperor.n.01', 'name': 'purple_emperor'}, {'id': 4015, 'synset': 'peacock.n.01', 'name': 'peacock'}, {'id': 4016, 'synset': 'danaid.n.01', 'name': 'danaid'}, {'id': 4017, 'synset': 'monarch.n.02', 'name': 'monarch'}, {'id': 4018, 'synset': 'pierid.n.01', 'name': 'pierid'}, {'id': 4019, 'synset': 'cabbage_butterfly.n.01', 'name': 'cabbage_butterfly'}, {'id': 4020, 'synset': 'small_white.n.01', 'name': 'small_white'}, {'id': 4021, 'synset': 'large_white.n.01', 'name': 'large_white'}, {'id': 4022, 'synset': 'southern_cabbage_butterfly.n.01', 'name': 'southern_cabbage_butterfly'}, {'id': 4023, 'synset': 'sulphur_butterfly.n.01', 'name': 'sulphur_butterfly'}, {'id': 4024, 'synset': 'lycaenid.n.01', 'name': 'lycaenid'}, {'id': 4025, 'synset': 'blue.n.07', 'name': 'blue'}, {'id': 4026, 'synset': 'copper.n.05', 'name': 'copper'}, {'id': 4027, 'synset': 'american_copper.n.01', 'name': 'American_copper'}, {'id': 4028, 'synset': 'hairstreak.n.01', 'name': 'hairstreak'}, {'id': 4029, 'synset': 'strymon_melinus.n.01', 'name': 'Strymon_melinus'}, {'id': 4030, 'synset': 'moth.n.01', 'name': 'moth'}, {'id': 4031, 'synset': 'moth_miller.n.01', 'name': 'moth_miller'}, {'id': 4032, 'synset': 'tortricid.n.01', 'name': 'tortricid'}, {'id': 4033, 'synset': 'leaf_roller.n.01', 'name': 'leaf_roller'}, {'id': 4034, 'synset': 'tea_tortrix.n.01', 'name': 'tea_tortrix'}, {'id': 4035, 'synset': 'orange_tortrix.n.01', 'name': 'orange_tortrix'}, {'id': 4036, 'synset': 'codling_moth.n.01', 'name': 'codling_moth'}, {'id': 4037, 'synset': 'lymantriid.n.01', 'name': 'lymantriid'}, {'id': 4038, 'synset': 'tussock_caterpillar.n.01', 'name': 'tussock_caterpillar'}, {'id': 4039, 'synset': 'gypsy_moth.n.01', 'name': 'gypsy_moth'}, {'id': 4040, 'synset': 'browntail.n.01', 'name': 'browntail'}, {'id': 4041, 'synset': 'gold-tail_moth.n.01', 'name': 'gold-tail_moth'}, {'id': 4042, 'synset': 'geometrid.n.01', 'name': 'geometrid'}, {'id': 4043, 'synset': 'paleacrita_vernata.n.01', 'name': 'Paleacrita_vernata'}, {'id': 4044, 'synset': 'alsophila_pometaria.n.01', 'name': 'Alsophila_pometaria'}, {'id': 4045, 'synset': 'cankerworm.n.01', 'name': 'cankerworm'}, {'id': 4046, 'synset': 'spring_cankerworm.n.01', 'name': 'spring_cankerworm'}, {'id': 4047, 'synset': 'fall_cankerworm.n.01', 'name': 'fall_cankerworm'}, {'id': 4048, 'synset': 'measuring_worm.n.01', 'name': 'measuring_worm'}, {'id': 4049, 'synset': 'pyralid.n.01', 'name': 'pyralid'}, {'id': 4050, 'synset': 'bee_moth.n.01', 'name': 'bee_moth'}, {'id': 4051, 'synset': 'corn_borer.n.02', 'name': 'corn_borer'}, {'id': 4052, 'synset': 'mediterranean_flour_moth.n.01', 'name': 'Mediterranean_flour_moth'}, {'id': 4053, 'synset': 'tobacco_moth.n.01', 'name': 'tobacco_moth'}, {'id': 4054, 'synset': 'almond_moth.n.01', 'name': 'almond_moth'}, {'id': 4055, 'synset': 'raisin_moth.n.01', 'name': 'raisin_moth'}, {'id': 4056, 'synset': 'tineoid.n.01', 'name': 'tineoid'}, {'id': 4057, 'synset': 'tineid.n.01', 'name': 'tineid'}, {'id': 4058, 'synset': 'clothes_moth.n.01', 'name': 'clothes_moth'}, {'id': 4059, 'synset': 'casemaking_clothes_moth.n.01', 'name': 'casemaking_clothes_moth'}, {'id': 4060, 'synset': 'webbing_clothes_moth.n.01', 'name': 'webbing_clothes_moth'}, {'id': 4061, 'synset': 'carpet_moth.n.01', 'name': 'carpet_moth'}, {'id': 4062, 'synset': 'gelechiid.n.01', 'name': 'gelechiid'}, {'id': 4063, 'synset': 'grain_moth.n.01', 'name': 'grain_moth'}, {'id': 4064, 'synset': 'angoumois_moth.n.01', 'name': 'angoumois_moth'}, {'id': 4065, 'synset': 'potato_moth.n.01', 'name': 'potato_moth'}, {'id': 4066, 'synset': 'potato_tuberworm.n.01', 'name': 'potato_tuberworm'}, {'id': 4067, 'synset': 'noctuid_moth.n.01', 'name': 'noctuid_moth'}, {'id': 4068, 'synset': 'cutworm.n.01', 'name': 'cutworm'}, {'id': 4069, 'synset': 'underwing.n.01', 'name': 'underwing'}, {'id': 4070, 'synset': 'red_underwing.n.01', 'name': 'red_underwing'}, {'id': 4071, 'synset': 'antler_moth.n.01', 'name': 'antler_moth'}, {'id': 4072, 'synset': 'heliothis_moth.n.01', 'name': 'heliothis_moth'}, {'id': 4073, 'synset': 'army_cutworm.n.01', 'name': 'army_cutworm'}, {'id': 4074, 'synset': 'armyworm.n.02', 'name': 'armyworm'}, {'id': 4075, 'synset': 'armyworm.n.01', 'name': 'armyworm'}, {'id': 4076, 'synset': 'spodoptera_exigua.n.02', 'name': 'Spodoptera_exigua'}, {'id': 4077, 'synset': 'beet_armyworm.n.01', 'name': 'beet_armyworm'}, {'id': 4078, 'synset': 'spodoptera_frugiperda.n.02', 'name': 'Spodoptera_frugiperda'}, {'id': 4079, 'synset': 'fall_armyworm.n.01', 'name': 'fall_armyworm'}, {'id': 4080, 'synset': 'hawkmoth.n.01', 'name': 'hawkmoth'}, {'id': 4081, 'synset': 'manduca_sexta.n.02', 'name': 'Manduca_sexta'}, {'id': 4082, 'synset': 'tobacco_hornworm.n.01', 'name': 'tobacco_hornworm'}, {'id': 4083, 'synset': 'manduca_quinquemaculata.n.02', 'name': 'Manduca_quinquemaculata'}, {'id': 4084, 'synset': 'tomato_hornworm.n.01', 'name': 'tomato_hornworm'}, {'id': 4085, 'synset': "death's-head_moth.n.01", 'name': "death's-head_moth"}, {'id': 4086, 'synset': 'bombycid.n.01', 'name': 'bombycid'}, {'id': 4087, 'synset': 'domestic_silkworm_moth.n.01', 'name': 'domestic_silkworm_moth'}, {'id': 4088, 'synset': 'silkworm.n.01', 'name': 'silkworm'}, {'id': 4089, 'synset': 'saturniid.n.01', 'name': 'saturniid'}, {'id': 4090, 'synset': 'emperor.n.03', 'name': 'emperor'}, {'id': 4091, 'synset': 'imperial_moth.n.01', 'name': 'imperial_moth'}, {'id': 4092, 'synset': 'giant_silkworm_moth.n.01', 'name': 'giant_silkworm_moth'}, {'id': 4093, 'synset': 'silkworm.n.02', 'name': 'silkworm'}, {'id': 4094, 'synset': 'luna_moth.n.01', 'name': 'luna_moth'}, {'id': 4095, 'synset': 'cecropia.n.02', 'name': 'cecropia'}, {'id': 4096, 'synset': 'cynthia_moth.n.01', 'name': 'cynthia_moth'}, {'id': 4097, 'synset': 'ailanthus_silkworm.n.01', 'name': 'ailanthus_silkworm'}, {'id': 4098, 'synset': 'io_moth.n.01', 'name': 'io_moth'}, {'id': 4099, 'synset': 'polyphemus_moth.n.01', 'name': 'polyphemus_moth'}, {'id': 4100, 'synset': 'pernyi_moth.n.01', 'name': 'pernyi_moth'}, {'id': 4101, 'synset': 'tussah.n.01', 'name': 'tussah'}, {'id': 4102, 'synset': 'atlas_moth.n.01', 'name': 'atlas_moth'}, {'id': 4103, 'synset': 'arctiid.n.01', 'name': 'arctiid'}, {'id': 4104, 'synset': 'tiger_moth.n.01', 'name': 'tiger_moth'}, {'id': 4105, 'synset': 'cinnabar.n.02', 'name': 'cinnabar'}, {'id': 4106, 'synset': 'lasiocampid.n.01', 'name': 'lasiocampid'}, {'id': 4107, 'synset': 'eggar.n.01', 'name': 'eggar'}, {'id': 4108, 'synset': 'tent-caterpillar_moth.n.02', 'name': 'tent-caterpillar_moth'}, {'id': 4109, 'synset': 'tent_caterpillar.n.01', 'name': 'tent_caterpillar'}, {'id': 4110, 'synset': 'tent-caterpillar_moth.n.01', 'name': 'tent-caterpillar_moth'}, {'id': 4111, 'synset': 'forest_tent_caterpillar.n.01', 'name': 'forest_tent_caterpillar'}, {'id': 4112, 'synset': 'lappet.n.03', 'name': 'lappet'}, {'id': 4113, 'synset': 'lappet_caterpillar.n.01', 'name': 'lappet_caterpillar'}, {'id': 4114, 'synset': 'webworm.n.01', 'name': 'webworm'}, {'id': 4115, 'synset': 'webworm_moth.n.01', 'name': 'webworm_moth'}, {'id': 4116, 'synset': 'hyphantria_cunea.n.02', 'name': 'Hyphantria_cunea'}, {'id': 4117, 'synset': 'fall_webworm.n.01', 'name': 'fall_webworm'}, {'id': 4118, 'synset': 'garden_webworm.n.01', 'name': 'garden_webworm'}, {'id': 4119, 'synset': 'instar.n.01', 'name': 'instar'}, {'id': 4120, 'synset': 'caterpillar.n.01', 'name': 'caterpillar'}, {'id': 4121, 'synset': 'corn_borer.n.01', 'name': 'corn_borer'}, {'id': 4122, 'synset': 'bollworm.n.01', 'name': 'bollworm'}, {'id': 4123, 'synset': 'pink_bollworm.n.01', 'name': 'pink_bollworm'}, {'id': 4124, 'synset': 'corn_earworm.n.01', 'name': 'corn_earworm'}, {'id': 4125, 'synset': 'cabbageworm.n.01', 'name': 'cabbageworm'}, {'id': 4126, 'synset': 'woolly_bear.n.01', 'name': 'woolly_bear'}, {'id': 4127, 'synset': 'woolly_bear_moth.n.01', 'name': 'woolly_bear_moth'}, {'id': 4128, 'synset': 'larva.n.01', 'name': 'larva'}, {'id': 4129, 'synset': 'nymph.n.02', 'name': 'nymph'}, {'id': 4130, 'synset': 'leptocephalus.n.01', 'name': 'leptocephalus'}, {'id': 4131, 'synset': 'grub.n.02', 'name': 'grub'}, {'id': 4132, 'synset': 'maggot.n.01', 'name': 'maggot'}, {'id': 4133, 'synset': 'leatherjacket.n.03', 'name': 'leatherjacket'}, {'id': 4134, 'synset': 'pupa.n.01', 'name': 'pupa'}, {'id': 4135, 'synset': 'chrysalis.n.01', 'name': 'chrysalis'}, {'id': 4136, 'synset': 'imago.n.02', 'name': 'imago'}, {'id': 4137, 'synset': 'queen.n.01', 'name': 'queen'}, {'id': 4138, 'synset': 'phoronid.n.01', 'name': 'phoronid'}, {'id': 4139, 'synset': 'bryozoan.n.01', 'name': 'bryozoan'}, {'id': 4140, 'synset': 'brachiopod.n.01', 'name': 'brachiopod'}, {'id': 4141, 'synset': 'peanut_worm.n.01', 'name': 'peanut_worm'}, {'id': 4142, 'synset': 'echinoderm.n.01', 'name': 'echinoderm'}, {'id': 4143, 'synset': 'brittle_star.n.01', 'name': 'brittle_star'}, {'id': 4144, 'synset': 'basket_star.n.01', 'name': 'basket_star'}, {'id': 4145, 'synset': 'astrophyton_muricatum.n.01', 'name': 'Astrophyton_muricatum'}, {'id': 4146, 'synset': 'sea_urchin.n.01', 'name': 'sea_urchin'}, {'id': 4147, 'synset': 'edible_sea_urchin.n.01', 'name': 'edible_sea_urchin'}, {'id': 4148, 'synset': 'sand_dollar.n.01', 'name': 'sand_dollar'}, {'id': 4149, 'synset': 'heart_urchin.n.01', 'name': 'heart_urchin'}, {'id': 4150, 'synset': 'crinoid.n.01', 'name': 'crinoid'}, {'id': 4151, 'synset': 'sea_lily.n.01', 'name': 'sea_lily'}, {'id': 4152, 'synset': 'feather_star.n.01', 'name': 'feather_star'}, {'id': 4153, 'synset': 'sea_cucumber.n.01', 'name': 'sea_cucumber'}, {'id': 4154, 'synset': 'trepang.n.01', 'name': 'trepang'}, {'id': 4155, 'synset': 'duplicidentata.n.01', 'name': 'Duplicidentata'}, {'id': 4156, 'synset': 'lagomorph.n.01', 'name': 'lagomorph'}, {'id': 4157, 'synset': 'leporid.n.01', 'name': 'leporid'}, {'id': 4158, 'synset': 'rabbit_ears.n.02', 'name': 'rabbit_ears'}, {'id': 4159, 'synset': 'lapin.n.02', 'name': 'lapin'}, {'id': 4160, 'synset': 'bunny.n.02', 'name': 'bunny'}, {'id': 4161, 'synset': 'european_rabbit.n.01', 'name': 'European_rabbit'}, {'id': 4162, 'synset': 'wood_rabbit.n.01', 'name': 'wood_rabbit'}, {'id': 4163, 'synset': 'eastern_cottontail.n.01', 'name': 'eastern_cottontail'}, {'id': 4164, 'synset': 'swamp_rabbit.n.02', 'name': 'swamp_rabbit'}, {'id': 4165, 'synset': 'marsh_hare.n.01', 'name': 'marsh_hare'}, {'id': 4166, 'synset': 'hare.n.01', 'name': 'hare'}, {'id': 4167, 'synset': 'leveret.n.01', 'name': 'leveret'}, {'id': 4168, 'synset': 'european_hare.n.01', 'name': 'European_hare'}, {'id': 4169, 'synset': 'jackrabbit.n.01', 'name': 'jackrabbit'}, {'id': 4170, 'synset': 'white-tailed_jackrabbit.n.01', 'name': 'white-tailed_jackrabbit'}, {'id': 4171, 'synset': 'blacktail_jackrabbit.n.01', 'name': 'blacktail_jackrabbit'}, {'id': 4172, 'synset': 'polar_hare.n.01', 'name': 'polar_hare'}, {'id': 4173, 'synset': 'snowshoe_hare.n.01', 'name': 'snowshoe_hare'}, {'id': 4174, 'synset': 'belgian_hare.n.01', 'name': 'Belgian_hare'}, {'id': 4175, 'synset': 'angora.n.03', 'name': 'Angora'}, {'id': 4176, 'synset': 'pika.n.01', 'name': 'pika'}, {'id': 4177, 'synset': 'little_chief_hare.n.01', 'name': 'little_chief_hare'}, {'id': 4178, 'synset': 'collared_pika.n.01', 'name': 'collared_pika'}, {'id': 4179, 'synset': 'mouse.n.01', 'name': 'mouse'}, {'id': 4180, 'synset': 'pocket_rat.n.01', 'name': 'pocket_rat'}, {'id': 4181, 'synset': 'murine.n.01', 'name': 'murine'}, {'id': 4182, 'synset': 'house_mouse.n.01', 'name': 'house_mouse'}, {'id': 4183, 'synset': 'harvest_mouse.n.02', 'name': 'harvest_mouse'}, {'id': 4184, 'synset': 'field_mouse.n.02', 'name': 'field_mouse'}, {'id': 4185, 'synset': 'nude_mouse.n.01', 'name': 'nude_mouse'}, {'id': 4186, 'synset': 'european_wood_mouse.n.01', 'name': 'European_wood_mouse'}, {'id': 4187, 'synset': 'brown_rat.n.01', 'name': 'brown_rat'}, {'id': 4188, 'synset': 'wharf_rat.n.02', 'name': 'wharf_rat'}, {'id': 4189, 'synset': 'sewer_rat.n.01', 'name': 'sewer_rat'}, {'id': 4190, 'synset': 'black_rat.n.01', 'name': 'black_rat'}, {'id': 4191, 'synset': 'bandicoot_rat.n.01', 'name': 'bandicoot_rat'}, {'id': 4192, 'synset': 'jerboa_rat.n.01', 'name': 'jerboa_rat'}, {'id': 4193, 'synset': 'kangaroo_mouse.n.02', 'name': 'kangaroo_mouse'}, {'id': 4194, 'synset': 'water_rat.n.03', 'name': 'water_rat'}, {'id': 4195, 'synset': 'beaver_rat.n.01', 'name': 'beaver_rat'}, {'id': 4196, 'synset': 'new_world_mouse.n.01', 'name': 'New_World_mouse'}, {'id': 4197, 'synset': 'american_harvest_mouse.n.01', 'name': 'American_harvest_mouse'}, {'id': 4198, 'synset': 'wood_mouse.n.01', 'name': 'wood_mouse'}, {'id': 4199, 'synset': 'white-footed_mouse.n.01', 'name': 'white-footed_mouse'}, {'id': 4200, 'synset': 'deer_mouse.n.01', 'name': 'deer_mouse'}, {'id': 4201, 'synset': 'cactus_mouse.n.01', 'name': 'cactus_mouse'}, {'id': 4202, 'synset': 'cotton_mouse.n.01', 'name': 'cotton_mouse'}, {'id': 4203, 'synset': 'pygmy_mouse.n.01', 'name': 'pygmy_mouse'}, {'id': 4204, 'synset': 'grasshopper_mouse.n.01', 'name': 'grasshopper_mouse'}, {'id': 4205, 'synset': 'muskrat.n.02', 'name': 'muskrat'}, {'id': 4206, 'synset': 'round-tailed_muskrat.n.01', 'name': 'round-tailed_muskrat'}, {'id': 4207, 'synset': 'cotton_rat.n.01', 'name': 'cotton_rat'}, {'id': 4208, 'synset': 'wood_rat.n.01', 'name': 'wood_rat'}, {'id': 4209, 'synset': 'dusky-footed_wood_rat.n.01', 'name': 'dusky-footed_wood_rat'}, {'id': 4210, 'synset': 'vole.n.01', 'name': 'vole'}, {'id': 4211, 'synset': 'packrat.n.02', 'name': 'packrat'}, {'id': 4212, 'synset': 'dusky-footed_woodrat.n.01', 'name': 'dusky-footed_woodrat'}, {'id': 4213, 'synset': 'eastern_woodrat.n.01', 'name': 'eastern_woodrat'}, {'id': 4214, 'synset': 'rice_rat.n.01', 'name': 'rice_rat'}, {'id': 4215, 'synset': 'pine_vole.n.01', 'name': 'pine_vole'}, {'id': 4216, 'synset': 'meadow_vole.n.01', 'name': 'meadow_vole'}, {'id': 4217, 'synset': 'water_vole.n.02', 'name': 'water_vole'}, {'id': 4218, 'synset': 'prairie_vole.n.01', 'name': 'prairie_vole'}, {'id': 4219, 'synset': 'water_vole.n.01', 'name': 'water_vole'}, {'id': 4220, 'synset': 'red-backed_mouse.n.01', 'name': 'red-backed_mouse'}, {'id': 4221, 'synset': 'phenacomys.n.01', 'name': 'phenacomys'}, {'id': 4222, 'synset': 'eurasian_hamster.n.01', 'name': 'Eurasian_hamster'}, {'id': 4223, 'synset': 'golden_hamster.n.01', 'name': 'golden_hamster'}, {'id': 4224, 'synset': 'gerbil.n.01', 'name': 'gerbil'}, {'id': 4225, 'synset': 'jird.n.01', 'name': 'jird'}, {'id': 4226, 'synset': 'tamarisk_gerbil.n.01', 'name': 'tamarisk_gerbil'}, {'id': 4227, 'synset': 'sand_rat.n.02', 'name': 'sand_rat'}, {'id': 4228, 'synset': 'lemming.n.01', 'name': 'lemming'}, {'id': 4229, 'synset': 'european_lemming.n.01', 'name': 'European_lemming'}, {'id': 4230, 'synset': 'brown_lemming.n.01', 'name': 'brown_lemming'}, {'id': 4231, 'synset': 'grey_lemming.n.01', 'name': 'grey_lemming'}, {'id': 4232, 'synset': 'pied_lemming.n.01', 'name': 'pied_lemming'}, {'id': 4233, 'synset': 'hudson_bay_collared_lemming.n.01', 'name': 'Hudson_bay_collared_lemming'}, {'id': 4234, 'synset': 'southern_bog_lemming.n.01', 'name': 'southern_bog_lemming'}, {'id': 4235, 'synset': 'northern_bog_lemming.n.01', 'name': 'northern_bog_lemming'}, {'id': 4236, 'synset': 'porcupine.n.01', 'name': 'porcupine'}, {'id': 4237, 'synset': 'old_world_porcupine.n.01', 'name': 'Old_World_porcupine'}, {'id': 4238, 'synset': 'brush-tailed_porcupine.n.01', 'name': 'brush-tailed_porcupine'}, {'id': 4239, 'synset': 'long-tailed_porcupine.n.01', 'name': 'long-tailed_porcupine'}, {'id': 4240, 'synset': 'new_world_porcupine.n.01', 'name': 'New_World_porcupine'}, {'id': 4241, 'synset': 'canada_porcupine.n.01', 'name': 'Canada_porcupine'}, {'id': 4242, 'synset': 'pocket_mouse.n.01', 'name': 'pocket_mouse'}, {'id': 4243, 'synset': 'silky_pocket_mouse.n.01', 'name': 'silky_pocket_mouse'}, {'id': 4244, 'synset': 'plains_pocket_mouse.n.01', 'name': 'plains_pocket_mouse'}, {'id': 4245, 'synset': 'hispid_pocket_mouse.n.01', 'name': 'hispid_pocket_mouse'}, {'id': 4246, 'synset': 'mexican_pocket_mouse.n.01', 'name': 'Mexican_pocket_mouse'}, {'id': 4247, 'synset': 'kangaroo_rat.n.01', 'name': 'kangaroo_rat'}, {'id': 4248, 'synset': 'ord_kangaroo_rat.n.01', 'name': 'Ord_kangaroo_rat'}, {'id': 4249, 'synset': 'kangaroo_mouse.n.01', 'name': 'kangaroo_mouse'}, {'id': 4250, 'synset': 'jumping_mouse.n.01', 'name': 'jumping_mouse'}, {'id': 4251, 'synset': 'meadow_jumping_mouse.n.01', 'name': 'meadow_jumping_mouse'}, {'id': 4252, 'synset': 'jerboa.n.01', 'name': 'jerboa'}, {'id': 4253, 'synset': 'typical_jerboa.n.01', 'name': 'typical_jerboa'}, {'id': 4254, 'synset': 'jaculus_jaculus.n.01', 'name': 'Jaculus_jaculus'}, {'id': 4255, 'synset': 'dormouse.n.01', 'name': 'dormouse'}, {'id': 4256, 'synset': 'loir.n.01', 'name': 'loir'}, {'id': 4257, 'synset': 'hazel_mouse.n.01', 'name': 'hazel_mouse'}, {'id': 4258, 'synset': 'lerot.n.01', 'name': 'lerot'}, {'id': 4259, 'synset': 'gopher.n.04', 'name': 'gopher'}, {'id': 4260, 'synset': 'plains_pocket_gopher.n.01', 'name': 'plains_pocket_gopher'}, {'id': 4261, 'synset': 'southeastern_pocket_gopher.n.01', 'name': 'southeastern_pocket_gopher'}, {'id': 4262, 'synset': 'valley_pocket_gopher.n.01', 'name': 'valley_pocket_gopher'}, {'id': 4263, 'synset': 'northern_pocket_gopher.n.01', 'name': 'northern_pocket_gopher'}, {'id': 4264, 'synset': 'tree_squirrel.n.01', 'name': 'tree_squirrel'}, {'id': 4265, 'synset': 'eastern_grey_squirrel.n.01', 'name': 'eastern_grey_squirrel'}, {'id': 4266, 'synset': 'western_grey_squirrel.n.01', 'name': 'western_grey_squirrel'}, {'id': 4267, 'synset': 'fox_squirrel.n.01', 'name': 'fox_squirrel'}, {'id': 4268, 'synset': 'black_squirrel.n.01', 'name': 'black_squirrel'}, {'id': 4269, 'synset': 'red_squirrel.n.02', 'name': 'red_squirrel'}, {'id': 4270, 'synset': 'american_red_squirrel.n.01', 'name': 'American_red_squirrel'}, {'id': 4271, 'synset': 'chickeree.n.01', 'name': 'chickeree'}, {'id': 4272, 'synset': 'antelope_squirrel.n.01', 'name': 'antelope_squirrel'}, {'id': 4273, 'synset': 'ground_squirrel.n.02', 'name': 'ground_squirrel'}, {'id': 4274, 'synset': 'mantled_ground_squirrel.n.01', 'name': 'mantled_ground_squirrel'}, {'id': 4275, 'synset': 'suslik.n.01', 'name': 'suslik'}, {'id': 4276, 'synset': 'flickertail.n.01', 'name': 'flickertail'}, {'id': 4277, 'synset': 'rock_squirrel.n.01', 'name': 'rock_squirrel'}, {'id': 4278, 'synset': 'arctic_ground_squirrel.n.01', 'name': 'Arctic_ground_squirrel'}, {'id': 4279, 'synset': 'prairie_dog.n.01', 'name': 'prairie_dog'}, {'id': 4280, 'synset': 'blacktail_prairie_dog.n.01', 'name': 'blacktail_prairie_dog'}, {'id': 4281, 'synset': 'whitetail_prairie_dog.n.01', 'name': 'whitetail_prairie_dog'}, {'id': 4282, 'synset': 'eastern_chipmunk.n.01', 'name': 'eastern_chipmunk'}, {'id': 4283, 'synset': 'chipmunk.n.01', 'name': 'chipmunk'}, {'id': 4284, 'synset': 'baronduki.n.01', 'name': 'baronduki'}, {'id': 4285, 'synset': 'american_flying_squirrel.n.01', 'name': 'American_flying_squirrel'}, {'id': 4286, 'synset': 'southern_flying_squirrel.n.01', 'name': 'southern_flying_squirrel'}, {'id': 4287, 'synset': 'northern_flying_squirrel.n.01', 'name': 'northern_flying_squirrel'}, {'id': 4288, 'synset': 'marmot.n.01', 'name': 'marmot'}, {'id': 4289, 'synset': 'groundhog.n.01', 'name': 'groundhog'}, {'id': 4290, 'synset': 'hoary_marmot.n.01', 'name': 'hoary_marmot'}, {'id': 4291, 'synset': 'yellowbelly_marmot.n.01', 'name': 'yellowbelly_marmot'}, {'id': 4292, 'synset': 'asiatic_flying_squirrel.n.01', 'name': 'Asiatic_flying_squirrel'}, {'id': 4293, 'synset': 'beaver.n.07', 'name': 'beaver'}, {'id': 4294, 'synset': 'old_world_beaver.n.01', 'name': 'Old_World_beaver'}, {'id': 4295, 'synset': 'new_world_beaver.n.01', 'name': 'New_World_beaver'}, {'id': 4296, 'synset': 'mountain_beaver.n.01', 'name': 'mountain_beaver'}, {'id': 4297, 'synset': 'cavy.n.01', 'name': 'cavy'}, {'id': 4298, 'synset': 'guinea_pig.n.02', 'name': 'guinea_pig'}, {'id': 4299, 'synset': 'aperea.n.01', 'name': 'aperea'}, {'id': 4300, 'synset': 'mara.n.02', 'name': 'mara'}, {'id': 4301, 'synset': 'capybara.n.01', 'name': 'capybara'}, {'id': 4302, 'synset': 'agouti.n.01', 'name': 'agouti'}, {'id': 4303, 'synset': 'paca.n.01', 'name': 'paca'}, {'id': 4304, 'synset': 'mountain_paca.n.01', 'name': 'mountain_paca'}, {'id': 4305, 'synset': 'coypu.n.01', 'name': 'coypu'}, {'id': 4306, 'synset': 'chinchilla.n.03', 'name': 'chinchilla'}, {'id': 4307, 'synset': 'mountain_chinchilla.n.01', 'name': 'mountain_chinchilla'}, {'id': 4308, 'synset': 'viscacha.n.01', 'name': 'viscacha'}, {'id': 4309, 'synset': 'abrocome.n.01', 'name': 'abrocome'}, {'id': 4310, 'synset': 'mole_rat.n.02', 'name': 'mole_rat'}, {'id': 4311, 'synset': 'mole_rat.n.01', 'name': 'mole_rat'}, {'id': 4312, 'synset': 'sand_rat.n.01', 'name': 'sand_rat'}, {'id': 4313, 'synset': 'naked_mole_rat.n.01', 'name': 'naked_mole_rat'}, {'id': 4314, 'synset': 'queen.n.09', 'name': 'queen'}, {'id': 4315, 'synset': 'damaraland_mole_rat.n.01', 'name': 'Damaraland_mole_rat'}, {'id': 4316, 'synset': 'ungulata.n.01', 'name': 'Ungulata'}, {'id': 4317, 'synset': 'ungulate.n.01', 'name': 'ungulate'}, {'id': 4318, 'synset': 'unguiculate.n.01', 'name': 'unguiculate'}, {'id': 4319, 'synset': 'dinoceras.n.01', 'name': 'dinoceras'}, {'id': 4320, 'synset': 'hyrax.n.01', 'name': 'hyrax'}, {'id': 4321, 'synset': 'rock_hyrax.n.01', 'name': 'rock_hyrax'}, {'id': 4322, 'synset': 'odd-toed_ungulate.n.01', 'name': 'odd-toed_ungulate'}, {'id': 4323, 'synset': 'equine.n.01', 'name': 'equine'}, {'id': 4324, 'synset': 'roan.n.02', 'name': 'roan'}, {'id': 4325, 'synset': 'stablemate.n.01', 'name': 'stablemate'}, {'id': 4326, 'synset': 'gee-gee.n.01', 'name': 'gee-gee'}, {'id': 4327, 'synset': 'eohippus.n.01', 'name': 'eohippus'}, {'id': 4328, 'synset': 'filly.n.01', 'name': 'filly'}, {'id': 4329, 'synset': 'colt.n.01', 'name': 'colt'}, {'id': 4330, 'synset': 'male_horse.n.01', 'name': 'male_horse'}, {'id': 4331, 'synset': 'ridgeling.n.01', 'name': 'ridgeling'}, {'id': 4332, 'synset': 'stallion.n.01', 'name': 'stallion'}, {'id': 4333, 'synset': 'stud.n.04', 'name': 'stud'}, {'id': 4334, 'synset': 'gelding.n.01', 'name': 'gelding'}, {'id': 4335, 'synset': 'mare.n.01', 'name': 'mare'}, {'id': 4336, 'synset': 'broodmare.n.01', 'name': 'broodmare'}, {'id': 4337, 'synset': 'saddle_horse.n.01', 'name': 'saddle_horse'}, {'id': 4338, 'synset': 'remount.n.01', 'name': 'remount'}, {'id': 4339, 'synset': 'palfrey.n.01', 'name': 'palfrey'}, {'id': 4340, 'synset': 'warhorse.n.03', 'name': 'warhorse'}, {'id': 4341, 'synset': 'cavalry_horse.n.01', 'name': 'cavalry_horse'}, {'id': 4342, 'synset': 'charger.n.01', 'name': 'charger'}, {'id': 4343, 'synset': 'steed.n.01', 'name': 'steed'}, {'id': 4344, 'synset': 'prancer.n.01', 'name': 'prancer'}, {'id': 4345, 'synset': 'hack.n.08', 'name': 'hack'}, {'id': 4346, 'synset': 'cow_pony.n.01', 'name': 'cow_pony'}, {'id': 4347, 'synset': 'quarter_horse.n.01', 'name': 'quarter_horse'}, {'id': 4348, 'synset': 'morgan.n.06', 'name': 'Morgan'}, {'id': 4349, 'synset': 'tennessee_walker.n.01', 'name': 'Tennessee_walker'}, {'id': 4350, 'synset': 'american_saddle_horse.n.01', 'name': 'American_saddle_horse'}, {'id': 4351, 'synset': 'appaloosa.n.01', 'name': 'Appaloosa'}, {'id': 4352, 'synset': 'arabian.n.02', 'name': 'Arabian'}, {'id': 4353, 'synset': 'lippizan.n.01', 'name': 'Lippizan'}, {'id': 4354, 'synset': 'pony.n.01', 'name': 'pony'}, {'id': 4355, 'synset': 'polo_pony.n.01', 'name': 'polo_pony'}, {'id': 4356, 'synset': 'mustang.n.01', 'name': 'mustang'}, {'id': 4357, 'synset': 'bronco.n.01', 'name': 'bronco'}, {'id': 4358, 'synset': 'bucking_bronco.n.01', 'name': 'bucking_bronco'}, {'id': 4359, 'synset': 'buckskin.n.01', 'name': 'buckskin'}, {'id': 4360, 'synset': 'crowbait.n.01', 'name': 'crowbait'}, {'id': 4361, 'synset': 'dun.n.01', 'name': 'dun'}, {'id': 4362, 'synset': 'grey.n.07', 'name': 'grey'}, {'id': 4363, 'synset': 'wild_horse.n.01', 'name': 'wild_horse'}, {'id': 4364, 'synset': 'tarpan.n.01', 'name': 'tarpan'}, {'id': 4365, 'synset': "przewalski's_horse.n.01", 'name': "Przewalski's_horse"}, {'id': 4366, 'synset': 'cayuse.n.01', 'name': 'cayuse'}, {'id': 4367, 'synset': 'hack.n.07', 'name': 'hack'}, {'id': 4368, 'synset': 'hack.n.06', 'name': 'hack'}, {'id': 4369, 'synset': 'plow_horse.n.01', 'name': 'plow_horse'}, {'id': 4370, 'synset': 'shetland_pony.n.01', 'name': 'Shetland_pony'}, {'id': 4371, 'synset': 'welsh_pony.n.01', 'name': 'Welsh_pony'}, {'id': 4372, 'synset': 'exmoor.n.02', 'name': 'Exmoor'}, {'id': 4373, 'synset': 'racehorse.n.01', 'name': 'racehorse'}, {'id': 4374, 'synset': 'thoroughbred.n.02', 'name': 'thoroughbred'}, {'id': 4375, 'synset': 'steeplechaser.n.01', 'name': 'steeplechaser'}, {'id': 4376, 'synset': 'racer.n.03', 'name': 'racer'}, {'id': 4377, 'synset': 'finisher.n.06', 'name': 'finisher'}, {'id': 4378, 'synset': 'pony.n.02', 'name': 'pony'}, {'id': 4379, 'synset': 'yearling.n.02', 'name': 'yearling'}, {'id': 4380, 'synset': 'dark_horse.n.02', 'name': 'dark_horse'}, {'id': 4381, 'synset': 'mudder.n.01', 'name': 'mudder'}, {'id': 4382, 'synset': 'nonstarter.n.02', 'name': 'nonstarter'}, {'id': 4383, 'synset': 'stalking-horse.n.04', 'name': 'stalking-horse'}, {'id': 4384, 'synset': 'harness_horse.n.01', 'name': 'harness_horse'}, {'id': 4385, 'synset': 'cob.n.02', 'name': 'cob'}, {'id': 4386, 'synset': 'hackney.n.02', 'name': 'hackney'}, {'id': 4387, 'synset': 'workhorse.n.02', 'name': 'workhorse'}, {'id': 4388, 'synset': 'draft_horse.n.01', 'name': 'draft_horse'}, {'id': 4389, 'synset': 'packhorse.n.01', 'name': 'packhorse'}, {'id': 4390, 'synset': 'carthorse.n.01', 'name': 'carthorse'}, {'id': 4391, 'synset': 'clydesdale.n.01', 'name': 'Clydesdale'}, {'id': 4392, 'synset': 'percheron.n.01', 'name': 'Percheron'}, {'id': 4393, 'synset': 'farm_horse.n.01', 'name': 'farm_horse'}, {'id': 4394, 'synset': 'shire.n.02', 'name': 'shire'}, {'id': 4395, 'synset': 'pole_horse.n.02', 'name': 'pole_horse'}, {'id': 4396, 'synset': 'post_horse.n.01', 'name': 'post_horse'}, {'id': 4397, 'synset': 'coach_horse.n.01', 'name': 'coach_horse'}, {'id': 4398, 'synset': 'pacer.n.02', 'name': 'pacer'}, {'id': 4399, 'synset': 'pacer.n.01', 'name': 'pacer'}, {'id': 4400, 'synset': 'trotting_horse.n.01', 'name': 'trotting_horse'}, {'id': 4401, 'synset': 'pole_horse.n.01', 'name': 'pole_horse'}, {'id': 4402, 'synset': 'stepper.n.03', 'name': 'stepper'}, {'id': 4403, 'synset': 'chestnut.n.06', 'name': 'chestnut'}, {'id': 4404, 'synset': 'liver_chestnut.n.01', 'name': 'liver_chestnut'}, {'id': 4405, 'synset': 'bay.n.07', 'name': 'bay'}, {'id': 4406, 'synset': 'sorrel.n.05', 'name': 'sorrel'}, {'id': 4407, 'synset': 'palomino.n.01', 'name': 'palomino'}, {'id': 4408, 'synset': 'pinto.n.01', 'name': 'pinto'}, {'id': 4409, 'synset': 'ass.n.03', 'name': 'ass'}, {'id': 4410, 'synset': 'burro.n.01', 'name': 'burro'}, {'id': 4411, 'synset': 'moke.n.01', 'name': 'moke'}, {'id': 4412, 'synset': 'jack.n.12', 'name': 'jack'}, {'id': 4413, 'synset': 'jennet.n.01', 'name': 'jennet'}, {'id': 4414, 'synset': 'mule.n.01', 'name': 'mule'}, {'id': 4415, 'synset': 'hinny.n.01', 'name': 'hinny'}, {'id': 4416, 'synset': 'wild_ass.n.01', 'name': 'wild_ass'}, {'id': 4417, 'synset': 'african_wild_ass.n.01', 'name': 'African_wild_ass'}, {'id': 4418, 'synset': 'kiang.n.01', 'name': 'kiang'}, {'id': 4419, 'synset': 'onager.n.02', 'name': 'onager'}, {'id': 4420, 'synset': 'chigetai.n.01', 'name': 'chigetai'}, {'id': 4421, 'synset': 'common_zebra.n.01', 'name': 'common_zebra'}, {'id': 4422, 'synset': 'mountain_zebra.n.01', 'name': 'mountain_zebra'}, {'id': 4423, 'synset': "grevy's_zebra.n.01", 'name': "grevy's_zebra"}, {'id': 4424, 'synset': 'quagga.n.01', 'name': 'quagga'}, {'id': 4425, 'synset': 'indian_rhinoceros.n.01', 'name': 'Indian_rhinoceros'}, {'id': 4426, 'synset': 'woolly_rhinoceros.n.01', 'name': 'woolly_rhinoceros'}, {'id': 4427, 'synset': 'white_rhinoceros.n.01', 'name': 'white_rhinoceros'}, {'id': 4428, 'synset': 'black_rhinoceros.n.01', 'name': 'black_rhinoceros'}, {'id': 4429, 'synset': 'tapir.n.01', 'name': 'tapir'}, {'id': 4430, 'synset': 'new_world_tapir.n.01', 'name': 'New_World_tapir'}, {'id': 4431, 'synset': 'malayan_tapir.n.01', 'name': 'Malayan_tapir'}, {'id': 4432, 'synset': 'even-toed_ungulate.n.01', 'name': 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'name': 'Welsh'}, {'id': 4467, 'synset': 'red_poll.n.01', 'name': 'red_poll'}, {'id': 4468, 'synset': 'santa_gertrudis.n.01', 'name': 'Santa_Gertrudis'}, {'id': 4469, 'synset': 'aberdeen_angus.n.01', 'name': 'Aberdeen_Angus'}, {'id': 4470, 'synset': 'africander.n.01', 'name': 'Africander'}, {'id': 4471, 'synset': 'dairy_cattle.n.01', 'name': 'dairy_cattle'}, {'id': 4472, 'synset': 'ayrshire.n.01', 'name': 'Ayrshire'}, {'id': 4473, 'synset': 'brown_swiss.n.01', 'name': 'Brown_Swiss'}, {'id': 4474, 'synset': 'charolais.n.01', 'name': 'Charolais'}, {'id': 4475, 'synset': 'jersey.n.05', 'name': 'Jersey'}, {'id': 4476, 'synset': 'devon.n.02', 'name': 'Devon'}, {'id': 4477, 'synset': 'grade.n.09', 'name': 'grade'}, {'id': 4478, 'synset': 'durham.n.02', 'name': 'Durham'}, {'id': 4479, 'synset': 'milking_shorthorn.n.01', 'name': 'milking_shorthorn'}, {'id': 4480, 'synset': 'galloway.n.02', 'name': 'Galloway'}, {'id': 4481, 'synset': 'friesian.n.01', 'name': 'Friesian'}, {'id': 4482, 'synset': 'guernsey.n.02', 'name': 'Guernsey'}, {'id': 4483, 'synset': 'hereford.n.01', 'name': 'Hereford'}, {'id': 4484, 'synset': 'cattalo.n.01', 'name': 'cattalo'}, {'id': 4485, 'synset': 'old_world_buffalo.n.01', 'name': 'Old_World_buffalo'}, {'id': 4486, 'synset': 'water_buffalo.n.01', 'name': 'water_buffalo'}, {'id': 4487, 'synset': 'indian_buffalo.n.01', 'name': 'Indian_buffalo'}, {'id': 4488, 'synset': 'carabao.n.01', 'name': 'carabao'}, {'id': 4489, 'synset': 'anoa.n.01', 'name': 'anoa'}, {'id': 4490, 'synset': 'tamarau.n.01', 'name': 'tamarau'}, {'id': 4491, 'synset': 'cape_buffalo.n.01', 'name': 'Cape_buffalo'}, {'id': 4492, 'synset': 'asian_wild_ox.n.01', 'name': 'Asian_wild_ox'}, {'id': 4493, 'synset': 'gaur.n.01', 'name': 'gaur'}, {'id': 4494, 'synset': 'gayal.n.01', 'name': 'gayal'}, {'id': 4495, 'synset': 'bison.n.01', 'name': 'bison'}, {'id': 4496, 'synset': 'american_bison.n.01', 'name': 'American_bison'}, {'id': 4497, 'synset': 'wisent.n.01', 'name': 'wisent'}, {'id': 4498, 'synset': 'musk_ox.n.01', 'name': 'musk_ox'}, {'id': 4499, 'synset': 'ewe.n.03', 'name': 'ewe'}, {'id': 4500, 'synset': 'wether.n.01', 'name': 'wether'}, {'id': 4501, 'synset': 'lambkin.n.01', 'name': 'lambkin'}, {'id': 4502, 'synset': 'baa-lamb.n.01', 'name': 'baa-lamb'}, {'id': 4503, 'synset': 'hog.n.02', 'name': 'hog'}, {'id': 4504, 'synset': 'teg.n.01', 'name': 'teg'}, {'id': 4505, 'synset': 'persian_lamb.n.02', 'name': 'Persian_lamb'}, {'id': 4506, 'synset': 'domestic_sheep.n.01', 'name': 'domestic_sheep'}, {'id': 4507, 'synset': 'cotswold.n.01', 'name': 'Cotswold'}, {'id': 4508, 'synset': 'hampshire.n.02', 'name': 'Hampshire'}, {'id': 4509, 'synset': 'lincoln.n.03', 'name': 'Lincoln'}, {'id': 4510, 'synset': 'exmoor.n.01', 'name': 'Exmoor'}, {'id': 4511, 'synset': 'cheviot.n.01', 'name': 'Cheviot'}, {'id': 4512, 'synset': 'broadtail.n.02', 'name': 'broadtail'}, {'id': 4513, 'synset': 'longwool.n.01', 'name': 'longwool'}, {'id': 4514, 'synset': 'merino.n.01', 'name': 'merino'}, {'id': 4515, 'synset': 'rambouillet.n.01', 'name': 'Rambouillet'}, {'id': 4516, 'synset': 'wild_sheep.n.01', 'name': 'wild_sheep'}, {'id': 4517, 'synset': 'argali.n.01', 'name': 'argali'}, {'id': 4518, 'synset': 'marco_polo_sheep.n.01', 'name': 'Marco_Polo_sheep'}, {'id': 4519, 'synset': 'urial.n.01', 'name': 'urial'}, {'id': 4520, 'synset': 'dall_sheep.n.01', 'name': 'Dall_sheep'}, {'id': 4521, 'synset': 'mountain_sheep.n.01', 'name': 'mountain_sheep'}, {'id': 4522, 'synset': 'bighorn.n.02', 'name': 'bighorn'}, {'id': 4523, 'synset': 'mouflon.n.01', 'name': 'mouflon'}, {'id': 4524, 'synset': 'aoudad.n.01', 'name': 'aoudad'}, {'id': 4525, 'synset': 'kid.n.05', 'name': 'kid'}, {'id': 4526, 'synset': 'billy.n.02', 'name': 'billy'}, {'id': 4527, 'synset': 'nanny.n.02', 'name': 'nanny'}, {'id': 4528, 'synset': 'domestic_goat.n.01', 'name': 'domestic_goat'}, {'id': 4529, 'synset': 'cashmere_goat.n.01', 'name': 'Cashmere_goat'}, {'id': 4530, 'synset': 'angora.n.02', 'name': 'Angora'}, {'id': 4531, 'synset': 'wild_goat.n.01', 'name': 'wild_goat'}, {'id': 4532, 'synset': 'bezoar_goat.n.01', 'name': 'bezoar_goat'}, {'id': 4533, 'synset': 'markhor.n.01', 'name': 'markhor'}, {'id': 4534, 'synset': 'ibex.n.01', 'name': 'ibex'}, {'id': 4535, 'synset': 'goat_antelope.n.01', 'name': 'goat_antelope'}, {'id': 4536, 'synset': 'mountain_goat.n.01', 'name': 'mountain_goat'}, {'id': 4537, 'synset': 'goral.n.01', 'name': 'goral'}, {'id': 4538, 'synset': 'serow.n.01', 'name': 'serow'}, {'id': 4539, 'synset': 'chamois.n.02', 'name': 'chamois'}, {'id': 4540, 'synset': 'takin.n.01', 'name': 'takin'}, {'id': 4541, 'synset': 'antelope.n.01', 'name': 'antelope'}, {'id': 4542, 'synset': 'blackbuck.n.01', 'name': 'blackbuck'}, {'id': 4543, 'synset': 'gerenuk.n.01', 'name': 'gerenuk'}, {'id': 4544, 'synset': 'addax.n.01', 'name': 'addax'}, {'id': 4545, 'synset': 'gnu.n.01', 'name': 'gnu'}, {'id': 4546, 'synset': 'dik-dik.n.01', 'name': 'dik-dik'}, {'id': 4547, 'synset': 'hartebeest.n.01', 'name': 'hartebeest'}, {'id': 4548, 'synset': 'sassaby.n.01', 'name': 'sassaby'}, {'id': 4549, 'synset': 'impala.n.01', 'name': 'impala'}, {'id': 4550, 'synset': "thomson's_gazelle.n.01", 'name': "Thomson's_gazelle"}, {'id': 4551, 'synset': 'gazella_subgutturosa.n.01', 'name': 'Gazella_subgutturosa'}, {'id': 4552, 'synset': 'springbok.n.01', 'name': 'springbok'}, {'id': 4553, 'synset': 'bongo.n.02', 'name': 'bongo'}, {'id': 4554, 'synset': 'kudu.n.01', 'name': 'kudu'}, {'id': 4555, 'synset': 'greater_kudu.n.01', 'name': 'greater_kudu'}, {'id': 4556, 'synset': 'lesser_kudu.n.01', 'name': 'lesser_kudu'}, {'id': 4557, 'synset': 'harnessed_antelope.n.01', 'name': 'harnessed_antelope'}, {'id': 4558, 'synset': 'nyala.n.02', 'name': 'nyala'}, {'id': 4559, 'synset': 'mountain_nyala.n.01', 'name': 'mountain_nyala'}, {'id': 4560, 'synset': 'bushbuck.n.01', 'name': 'bushbuck'}, {'id': 4561, 'synset': 'nilgai.n.01', 'name': 'nilgai'}, {'id': 4562, 'synset': 'sable_antelope.n.01', 'name': 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'name': 'fawn'}, {'id': 4580, 'synset': 'red_deer.n.01', 'name': 'red_deer'}, {'id': 4581, 'synset': 'hart.n.03', 'name': 'hart'}, {'id': 4582, 'synset': 'hind.n.02', 'name': 'hind'}, {'id': 4583, 'synset': 'brocket.n.02', 'name': 'brocket'}, {'id': 4584, 'synset': 'sambar.n.01', 'name': 'sambar'}, {'id': 4585, 'synset': 'wapiti.n.01', 'name': 'wapiti'}, {'id': 4586, 'synset': 'japanese_deer.n.01', 'name': 'Japanese_deer'}, {'id': 4587, 'synset': 'virginia_deer.n.01', 'name': 'Virginia_deer'}, {'id': 4588, 'synset': 'mule_deer.n.01', 'name': 'mule_deer'}, {'id': 4589, 'synset': 'black-tailed_deer.n.01', 'name': 'black-tailed_deer'}, {'id': 4590, 'synset': 'fallow_deer.n.01', 'name': 'fallow_deer'}, {'id': 4591, 'synset': 'roe_deer.n.01', 'name': 'roe_deer'}, {'id': 4592, 'synset': 'roebuck.n.01', 'name': 'roebuck'}, {'id': 4593, 'synset': 'caribou.n.01', 'name': 'caribou'}, {'id': 4594, 'synset': 'woodland_caribou.n.01', 'name': 'woodland_caribou'}, {'id': 4595, 'synset': 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'atlantic_salmon.n.02', 'name': 'Atlantic_salmon'}, {'id': 4867, 'synset': 'landlocked_salmon.n.01', 'name': 'landlocked_salmon'}, {'id': 4868, 'synset': 'sockeye.n.02', 'name': 'sockeye'}, {'id': 4869, 'synset': 'chinook.n.05', 'name': 'chinook'}, {'id': 4870, 'synset': 'coho.n.02', 'name': 'coho'}, {'id': 4871, 'synset': 'trout.n.02', 'name': 'trout'}, {'id': 4872, 'synset': 'brown_trout.n.01', 'name': 'brown_trout'}, {'id': 4873, 'synset': 'rainbow_trout.n.02', 'name': 'rainbow_trout'}, {'id': 4874, 'synset': 'sea_trout.n.03', 'name': 'sea_trout'}, {'id': 4875, 'synset': 'lake_trout.n.02', 'name': 'lake_trout'}, {'id': 4876, 'synset': 'brook_trout.n.02', 'name': 'brook_trout'}, {'id': 4877, 'synset': 'char.n.03', 'name': 'char'}, {'id': 4878, 'synset': 'arctic_char.n.01', 'name': 'Arctic_char'}, {'id': 4879, 'synset': 'whitefish.n.03', 'name': 'whitefish'}, {'id': 4880, 'synset': 'lake_whitefish.n.01', 'name': 'lake_whitefish'}, {'id': 4881, 'synset': 'cisco.n.02', 'name': 'cisco'}, {'id': 4882, 'synset': 'round_whitefish.n.01', 'name': 'round_whitefish'}, {'id': 4883, 'synset': 'smelt.n.02', 'name': 'smelt'}, {'id': 4884, 'synset': 'sparling.n.02', 'name': 'sparling'}, {'id': 4885, 'synset': 'capelin.n.01', 'name': 'capelin'}, {'id': 4886, 'synset': 'tarpon.n.01', 'name': 'tarpon'}, {'id': 4887, 'synset': 'ladyfish.n.01', 'name': 'ladyfish'}, {'id': 4888, 'synset': 'bonefish.n.01', 'name': 'bonefish'}, {'id': 4889, 'synset': 'argentine.n.01', 'name': 'argentine'}, {'id': 4890, 'synset': 'lanternfish.n.01', 'name': 'lanternfish'}, {'id': 4891, 'synset': 'lizardfish.n.01', 'name': 'lizardfish'}, {'id': 4892, 'synset': 'lancetfish.n.01', 'name': 'lancetfish'}, {'id': 4893, 'synset': 'opah.n.01', 'name': 'opah'}, {'id': 4894, 'synset': 'new_world_opah.n.01', 'name': 'New_World_opah'}, {'id': 4895, 'synset': 'ribbonfish.n.02', 'name': 'ribbonfish'}, {'id': 4896, 'synset': 'dealfish.n.01', 'name': 'dealfish'}, {'id': 4897, 'synset': 'oarfish.n.01', 'name': 'oarfish'}, {'id': 4898, 'synset': 'batfish.n.01', 'name': 'batfish'}, {'id': 4899, 'synset': 'goosefish.n.01', 'name': 'goosefish'}, {'id': 4900, 'synset': 'toadfish.n.01', 'name': 'toadfish'}, {'id': 4901, 'synset': 'oyster_fish.n.01', 'name': 'oyster_fish'}, {'id': 4902, 'synset': 'frogfish.n.01', 'name': 'frogfish'}, {'id': 4903, 'synset': 'sargassum_fish.n.01', 'name': 'sargassum_fish'}, {'id': 4904, 'synset': 'needlefish.n.01', 'name': 'needlefish'}, {'id': 4905, 'synset': 'timucu.n.01', 'name': 'timucu'}, {'id': 4906, 'synset': 'flying_fish.n.01', 'name': 'flying_fish'}, {'id': 4907, 'synset': 'monoplane_flying_fish.n.01', 'name': 'monoplane_flying_fish'}, {'id': 4908, 'synset': 'halfbeak.n.01', 'name': 'halfbeak'}, {'id': 4909, 'synset': 'saury.n.01', 'name': 'saury'}, {'id': 4910, 'synset': 'spiny-finned_fish.n.01', 'name': 'spiny-finned_fish'}, {'id': 4911, 'synset': 'lingcod.n.02', 'name': 'lingcod'}, {'id': 4912, 'synset': 'percoid_fish.n.01', 'name': 'percoid_fish'}, {'id': 4913, 'synset': 'perch.n.07', 'name': 'perch'}, {'id': 4914, 'synset': 'climbing_perch.n.01', 'name': 'climbing_perch'}, {'id': 4915, 'synset': 'perch.n.06', 'name': 'perch'}, {'id': 4916, 'synset': 'yellow_perch.n.01', 'name': 'yellow_perch'}, {'id': 4917, 'synset': 'european_perch.n.01', 'name': 'European_perch'}, {'id': 4918, 'synset': 'pike-perch.n.01', 'name': 'pike-perch'}, {'id': 4919, 'synset': 'walleye.n.02', 'name': 'walleye'}, {'id': 4920, 'synset': 'blue_pike.n.01', 'name': 'blue_pike'}, {'id': 4921, 'synset': 'snail_darter.n.01', 'name': 'snail_darter'}, {'id': 4922, 'synset': 'cusk-eel.n.01', 'name': 'cusk-eel'}, {'id': 4923, 'synset': 'brotula.n.01', 'name': 'brotula'}, {'id': 4924, 'synset': 'pearlfish.n.01', 'name': 'pearlfish'}, {'id': 4925, 'synset': 'robalo.n.01', 'name': 'robalo'}, {'id': 4926, 'synset': 'snook.n.01', 'name': 'snook'}, {'id': 4927, 'synset': 'pike.n.05', 'name': 'pike'}, {'id': 4928, 'synset': 'northern_pike.n.01', 'name': 'northern_pike'}, {'id': 4929, 'synset': 'muskellunge.n.02', 'name': 'muskellunge'}, {'id': 4930, 'synset': 'pickerel.n.02', 'name': 'pickerel'}, {'id': 4931, 'synset': 'chain_pickerel.n.01', 'name': 'chain_pickerel'}, {'id': 4932, 'synset': 'redfin_pickerel.n.01', 'name': 'redfin_pickerel'}, {'id': 4933, 'synset': 'sunfish.n.03', 'name': 'sunfish'}, {'id': 4934, 'synset': 'crappie.n.02', 'name': 'crappie'}, {'id': 4935, 'synset': 'black_crappie.n.01', 'name': 'black_crappie'}, {'id': 4936, 'synset': 'white_crappie.n.01', 'name': 'white_crappie'}, {'id': 4937, 'synset': 'freshwater_bream.n.02', 'name': 'freshwater_bream'}, {'id': 4938, 'synset': 'pumpkinseed.n.01', 'name': 'pumpkinseed'}, {'id': 4939, 'synset': 'bluegill.n.01', 'name': 'bluegill'}, {'id': 4940, 'synset': 'spotted_sunfish.n.01', 'name': 'spotted_sunfish'}, {'id': 4941, 'synset': 'freshwater_bass.n.02', 'name': 'freshwater_bass'}, {'id': 4942, 'synset': 'rock_bass.n.02', 'name': 'rock_bass'}, {'id': 4943, 'synset': 'black_bass.n.02', 'name': 'black_bass'}, {'id': 4944, 'synset': 'kentucky_black_bass.n.01', 'name': 'Kentucky_black_bass'}, {'id': 4945, 'synset': 'smallmouth.n.01', 'name': 'smallmouth'}, {'id': 4946, 'synset': 'largemouth.n.01', 'name': 'largemouth'}, {'id': 4947, 'synset': 'bass.n.08', 'name': 'bass'}, {'id': 4948, 'synset': 'serranid_fish.n.01', 'name': 'serranid_fish'}, {'id': 4949, 'synset': 'white_perch.n.01', 'name': 'white_perch'}, {'id': 4950, 'synset': 'yellow_bass.n.01', 'name': 'yellow_bass'}, {'id': 4951, 'synset': 'blackmouth_bass.n.01', 'name': 'blackmouth_bass'}, {'id': 4952, 'synset': 'rock_sea_bass.n.01', 'name': 'rock_sea_bass'}, {'id': 4953, 'synset': 'striped_bass.n.02', 'name': 'striped_bass'}, {'id': 4954, 'synset': 'stone_bass.n.01', 'name': 'stone_bass'}, {'id': 4955, 'synset': 'grouper.n.02', 'name': 'grouper'}, {'id': 4956, 'synset': 'hind.n.01', 'name': 'hind'}, {'id': 4957, 'synset': 'rock_hind.n.01', 'name': 'rock_hind'}, {'id': 4958, 'synset': 'creole-fish.n.01', 'name': 'creole-fish'}, {'id': 4959, 'synset': 'jewfish.n.02', 'name': 'jewfish'}, {'id': 4960, 'synset': 'soapfish.n.01', 'name': 'soapfish'}, {'id': 4961, 'synset': 'surfperch.n.01', 'name': 'surfperch'}, {'id': 4962, 'synset': 'rainbow_seaperch.n.01', 'name': 'rainbow_seaperch'}, {'id': 4963, 'synset': 'bigeye.n.01', 'name': 'bigeye'}, {'id': 4964, 'synset': 'catalufa.n.01', 'name': 'catalufa'}, {'id': 4965, 'synset': 'cardinalfish.n.01', 'name': 'cardinalfish'}, {'id': 4966, 'synset': 'flame_fish.n.01', 'name': 'flame_fish'}, {'id': 4967, 'synset': 'tilefish.n.02', 'name': 'tilefish'}, {'id': 4968, 'synset': 'bluefish.n.01', 'name': 'bluefish'}, {'id': 4969, 'synset': 'cobia.n.01', 'name': 'cobia'}, {'id': 4970, 'synset': 'remora.n.01', 'name': 'remora'}, {'id': 4971, 'synset': 'sharksucker.n.01', 'name': 'sharksucker'}, {'id': 4972, 'synset': 'whale_sucker.n.01', 'name': 'whale_sucker'}, {'id': 4973, 'synset': 'carangid_fish.n.01', 'name': 'carangid_fish'}, {'id': 4974, 'synset': 'jack.n.11', 'name': 'jack'}, {'id': 4975, 'synset': 'crevalle_jack.n.01', 'name': 'crevalle_jack'}, {'id': 4976, 'synset': 'yellow_jack.n.03', 'name': 'yellow_jack'}, {'id': 4977, 'synset': 'runner.n.10', 'name': 'runner'}, {'id': 4978, 'synset': 'rainbow_runner.n.01', 'name': 'rainbow_runner'}, {'id': 4979, 'synset': 'leatherjacket.n.02', 'name': 'leatherjacket'}, {'id': 4980, 'synset': 'threadfish.n.01', 'name': 'threadfish'}, {'id': 4981, 'synset': 'moonfish.n.01', 'name': 'moonfish'}, {'id': 4982, 'synset': 'lookdown.n.01', 'name': 'lookdown'}, {'id': 4983, 'synset': 'amberjack.n.01', 'name': 'amberjack'}, {'id': 4984, 'synset': 'yellowtail.n.02', 'name': 'yellowtail'}, {'id': 4985, 'synset': 'kingfish.n.05', 'name': 'kingfish'}, {'id': 4986, 'synset': 'pompano.n.02', 'name': 'pompano'}, {'id': 4987, 'synset': 'florida_pompano.n.01', 'name': 'Florida_pompano'}, {'id': 4988, 'synset': 'permit.n.03', 'name': 'permit'}, {'id': 4989, 'synset': 'scad.n.01', 'name': 'scad'}, {'id': 4990, 'synset': 'horse_mackerel.n.03', 'name': 'horse_mackerel'}, {'id': 4991, 'synset': 'horse_mackerel.n.02', 'name': 'horse_mackerel'}, {'id': 4992, 'synset': 'bigeye_scad.n.01', 'name': 'bigeye_scad'}, {'id': 4993, 'synset': 'mackerel_scad.n.01', 'name': 'mackerel_scad'}, {'id': 4994, 'synset': 'round_scad.n.01', 'name': 'round_scad'}, {'id': 4995, 'synset': 'dolphinfish.n.02', 'name': 'dolphinfish'}, {'id': 4996, 'synset': 'coryphaena_hippurus.n.01', 'name': 'Coryphaena_hippurus'}, {'id': 4997, 'synset': 'coryphaena_equisetis.n.01', 'name': 'Coryphaena_equisetis'}, {'id': 4998, 'synset': 'pomfret.n.01', 'name': 'pomfret'}, {'id': 4999, 'synset': 'characin.n.01', 'name': 'characin'}, {'id': 5000, 'synset': 'tetra.n.01', 'name': 'tetra'}, {'id': 5001, 'synset': 'cardinal_tetra.n.01', 'name': 'cardinal_tetra'}, {'id': 5002, 'synset': 'piranha.n.02', 'name': 'piranha'}, {'id': 5003, 'synset': 'cichlid.n.01', 'name': 'cichlid'}, {'id': 5004, 'synset': 'bolti.n.01', 'name': 'bolti'}, {'id': 5005, 'synset': 'snapper.n.05', 'name': 'snapper'}, {'id': 5006, 'synset': 'red_snapper.n.02', 'name': 'red_snapper'}, {'id': 5007, 'synset': 'grey_snapper.n.01', 'name': 'grey_snapper'}, {'id': 5008, 'synset': 'mutton_snapper.n.01', 'name': 'mutton_snapper'}, {'id': 5009, 'synset': 'schoolmaster.n.03', 'name': 'schoolmaster'}, {'id': 5010, 'synset': 'yellowtail.n.01', 'name': 'yellowtail'}, {'id': 5011, 'synset': 'grunt.n.03', 'name': 'grunt'}, {'id': 5012, 'synset': 'margate.n.01', 'name': 'margate'}, {'id': 5013, 'synset': 'spanish_grunt.n.01', 'name': 'Spanish_grunt'}, {'id': 5014, 'synset': 'tomtate.n.01', 'name': 'tomtate'}, {'id': 5015, 'synset': 'cottonwick.n.01', 'name': 'cottonwick'}, {'id': 5016, 'synset': "sailor's-choice.n.02", 'name': "sailor's-choice"}, {'id': 5017, 'synset': 'porkfish.n.01', 'name': 'porkfish'}, {'id': 5018, 'synset': 'pompon.n.02', 'name': 'pompon'}, {'id': 5019, 'synset': 'pigfish.n.02', 'name': 'pigfish'}, {'id': 5020, 'synset': 'sparid.n.01', 'name': 'sparid'}, {'id': 5021, 'synset': 'sea_bream.n.02', 'name': 'sea_bream'}, {'id': 5022, 'synset': 'porgy.n.02', 'name': 'porgy'}, {'id': 5023, 'synset': 'red_porgy.n.01', 'name': 'red_porgy'}, {'id': 5024, 'synset': 'european_sea_bream.n.01', 'name': 'European_sea_bream'}, {'id': 5025, 'synset': 'atlantic_sea_bream.n.01', 'name': 'Atlantic_sea_bream'}, {'id': 5026, 'synset': 'sheepshead.n.01', 'name': 'sheepshead'}, {'id': 5027, 'synset': 'pinfish.n.01', 'name': 'pinfish'}, {'id': 5028, 'synset': 'sheepshead_porgy.n.01', 'name': 'sheepshead_porgy'}, {'id': 5029, 'synset': 'snapper.n.04', 'name': 'snapper'}, {'id': 5030, 'synset': 'black_bream.n.01', 'name': 'black_bream'}, {'id': 5031, 'synset': 'scup.n.04', 'name': 'scup'}, {'id': 5032, 'synset': 'scup.n.03', 'name': 'scup'}, {'id': 5033, 'synset': 'sciaenid_fish.n.01', 'name': 'sciaenid_fish'}, {'id': 5034, 'synset': 'striped_drum.n.01', 'name': 'striped_drum'}, {'id': 5035, 'synset': 'jackknife-fish.n.01', 'name': 'jackknife-fish'}, {'id': 5036, 'synset': 'silver_perch.n.01', 'name': 'silver_perch'}, {'id': 5037, 'synset': 'red_drum.n.01', 'name': 'red_drum'}, {'id': 5038, 'synset': 'mulloway.n.01', 'name': 'mulloway'}, {'id': 5039, 'synset': 'maigre.n.01', 'name': 'maigre'}, {'id': 5040, 'synset': 'croaker.n.02', 'name': 'croaker'}, {'id': 5041, 'synset': 'atlantic_croaker.n.01', 'name': 'Atlantic_croaker'}, {'id': 5042, 'synset': 'yellowfin_croaker.n.01', 'name': 'yellowfin_croaker'}, {'id': 5043, 'synset': 'whiting.n.04', 'name': 'whiting'}, {'id': 5044, 'synset': 'kingfish.n.04', 'name': 'kingfish'}, {'id': 5045, 'synset': 'king_whiting.n.01', 'name': 'king_whiting'}, {'id': 5046, 'synset': 'northern_whiting.n.01', 'name': 'northern_whiting'}, {'id': 5047, 'synset': 'corbina.n.01', 'name': 'corbina'}, {'id': 5048, 'synset': 'white_croaker.n.02', 'name': 'white_croaker'}, {'id': 5049, 'synset': 'white_croaker.n.01', 'name': 'white_croaker'}, {'id': 5050, 'synset': 'sea_trout.n.02', 'name': 'sea_trout'}, {'id': 5051, 'synset': 'weakfish.n.02', 'name': 'weakfish'}, {'id': 5052, 'synset': 'spotted_weakfish.n.01', 'name': 'spotted_weakfish'}, {'id': 5053, 'synset': 'mullet.n.03', 'name': 'mullet'}, {'id': 5054, 'synset': 'goatfish.n.01', 'name': 'goatfish'}, {'id': 5055, 'synset': 'red_goatfish.n.01', 'name': 'red_goatfish'}, {'id': 5056, 'synset': 'yellow_goatfish.n.01', 'name': 'yellow_goatfish'}, {'id': 5057, 'synset': 'mullet.n.02', 'name': 'mullet'}, {'id': 5058, 'synset': 'striped_mullet.n.01', 'name': 'striped_mullet'}, {'id': 5059, 'synset': 'white_mullet.n.01', 'name': 'white_mullet'}, {'id': 5060, 'synset': 'liza.n.01', 'name': 'liza'}, {'id': 5061, 'synset': 'silversides.n.01', 'name': 'silversides'}, {'id': 5062, 'synset': 'jacksmelt.n.01', 'name': 'jacksmelt'}, {'id': 5063, 'synset': 'barracuda.n.01', 'name': 'barracuda'}, {'id': 5064, 'synset': 'great_barracuda.n.01', 'name': 'great_barracuda'}, {'id': 5065, 'synset': 'sweeper.n.03', 'name': 'sweeper'}, {'id': 5066, 'synset': 'sea_chub.n.01', 'name': 'sea_chub'}, {'id': 5067, 'synset': 'bermuda_chub.n.01', 'name': 'Bermuda_chub'}, {'id': 5068, 'synset': 'spadefish.n.01', 'name': 'spadefish'}, {'id': 5069, 'synset': 'butterfly_fish.n.01', 'name': 'butterfly_fish'}, {'id': 5070, 'synset': 'chaetodon.n.01', 'name': 'chaetodon'}, {'id': 5071, 'synset': 'angelfish.n.01', 'name': 'angelfish'}, {'id': 5072, 'synset': 'rock_beauty.n.01', 'name': 'rock_beauty'}, {'id': 5073, 'synset': 'damselfish.n.01', 'name': 'damselfish'}, {'id': 5074, 'synset': 'beaugregory.n.01', 'name': 'beaugregory'}, {'id': 5075, 'synset': 'anemone_fish.n.01', 'name': 'anemone_fish'}, {'id': 5076, 'synset': 'clown_anemone_fish.n.01', 'name': 'clown_anemone_fish'}, {'id': 5077, 'synset': 'sergeant_major.n.02', 'name': 'sergeant_major'}, {'id': 5078, 'synset': 'wrasse.n.01', 'name': 'wrasse'}, {'id': 5079, 'synset': 'pigfish.n.01', 'name': 'pigfish'}, {'id': 5080, 'synset': 'hogfish.n.01', 'name': 'hogfish'}, {'id': 5081, 'synset': 'slippery_dick.n.01', 'name': 'slippery_dick'}, {'id': 5082, 'synset': 'puddingwife.n.01', 'name': 'puddingwife'}, {'id': 5083, 'synset': 'bluehead.n.01', 'name': 'bluehead'}, {'id': 5084, 'synset': 'pearly_razorfish.n.01', 'name': 'pearly_razorfish'}, {'id': 5085, 'synset': 'tautog.n.01', 'name': 'tautog'}, {'id': 5086, 'synset': 'cunner.n.01', 'name': 'cunner'}, {'id': 5087, 'synset': 'parrotfish.n.01', 'name': 'parrotfish'}, {'id': 5088, 'synset': 'threadfin.n.01', 'name': 'threadfin'}, {'id': 5089, 'synset': 'jawfish.n.01', 'name': 'jawfish'}, {'id': 5090, 'synset': 'stargazer.n.03', 'name': 'stargazer'}, {'id': 5091, 'synset': 'sand_stargazer.n.01', 'name': 'sand_stargazer'}, {'id': 5092, 'synset': 'blenny.n.01', 'name': 'blenny'}, {'id': 5093, 'synset': 'shanny.n.01', 'name': 'shanny'}, {'id': 5094, 'synset': 'molly_miller.n.01', 'name': 'Molly_Miller'}, {'id': 5095, 'synset': 'clinid.n.01', 'name': 'clinid'}, {'id': 5096, 'synset': 'pikeblenny.n.01', 'name': 'pikeblenny'}, {'id': 5097, 'synset': 'bluethroat_pikeblenny.n.01', 'name': 'bluethroat_pikeblenny'}, {'id': 5098, 'synset': 'gunnel.n.02', 'name': 'gunnel'}, {'id': 5099, 'synset': 'rock_gunnel.n.01', 'name': 'rock_gunnel'}, {'id': 5100, 'synset': 'eelblenny.n.01', 'name': 'eelblenny'}, {'id': 5101, 'synset': 'wrymouth.n.01', 'name': 'wrymouth'}, {'id': 5102, 'synset': 'wolffish.n.01', 'name': 'wolffish'}, {'id': 5103, 'synset': 'viviparous_eelpout.n.01', 'name': 'viviparous_eelpout'}, {'id': 5104, 'synset': 'ocean_pout.n.01', 'name': 'ocean_pout'}, {'id': 5105, 'synset': 'sand_lance.n.01', 'name': 'sand_lance'}, {'id': 5106, 'synset': 'dragonet.n.01', 'name': 'dragonet'}, {'id': 5107, 'synset': 'goby.n.01', 'name': 'goby'}, {'id': 5108, 'synset': 'mudskipper.n.01', 'name': 'mudskipper'}, {'id': 5109, 'synset': 'sleeper.n.08', 'name': 'sleeper'}, {'id': 5110, 'synset': 'flathead.n.02', 'name': 'flathead'}, {'id': 5111, 'synset': 'archerfish.n.01', 'name': 'archerfish'}, {'id': 5112, 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{'id': 5143, 'synset': 'blue_marlin.n.01', 'name': 'blue_marlin'}, {'id': 5144, 'synset': 'black_marlin.n.01', 'name': 'black_marlin'}, {'id': 5145, 'synset': 'striped_marlin.n.01', 'name': 'striped_marlin'}, {'id': 5146, 'synset': 'white_marlin.n.01', 'name': 'white_marlin'}, {'id': 5147, 'synset': 'spearfish.n.01', 'name': 'spearfish'}, {'id': 5148, 'synset': 'louvar.n.01', 'name': 'louvar'}, {'id': 5149, 'synset': 'dollarfish.n.01', 'name': 'dollarfish'}, {'id': 5150, 'synset': 'palometa.n.01', 'name': 'palometa'}, {'id': 5151, 'synset': 'harvestfish.n.01', 'name': 'harvestfish'}, {'id': 5152, 'synset': 'driftfish.n.01', 'name': 'driftfish'}, {'id': 5153, 'synset': 'barrelfish.n.01', 'name': 'barrelfish'}, {'id': 5154, 'synset': 'clingfish.n.01', 'name': 'clingfish'}, {'id': 5155, 'synset': 'tripletail.n.01', 'name': 'tripletail'}, {'id': 5156, 'synset': 'atlantic_tripletail.n.01', 'name': 'Atlantic_tripletail'}, {'id': 5157, 'synset': 'pacific_tripletail.n.01', 'name': 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{'id': 5173, 'synset': 'plumed_scorpionfish.n.01', 'name': 'plumed_scorpionfish'}, {'id': 5174, 'synset': 'lionfish.n.01', 'name': 'lionfish'}, {'id': 5175, 'synset': 'stonefish.n.01', 'name': 'stonefish'}, {'id': 5176, 'synset': 'rockfish.n.02', 'name': 'rockfish'}, {'id': 5177, 'synset': 'copper_rockfish.n.01', 'name': 'copper_rockfish'}, {'id': 5178, 'synset': 'vermillion_rockfish.n.01', 'name': 'vermillion_rockfish'}, {'id': 5179, 'synset': 'red_rockfish.n.02', 'name': 'red_rockfish'}, {'id': 5180, 'synset': 'rosefish.n.02', 'name': 'rosefish'}, {'id': 5181, 'synset': 'bullhead.n.01', 'name': 'bullhead'}, {'id': 5182, 'synset': "miller's-thumb.n.01", 'name': "miller's-thumb"}, {'id': 5183, 'synset': 'sea_raven.n.01', 'name': 'sea_raven'}, {'id': 5184, 'synset': 'lumpfish.n.01', 'name': 'lumpfish'}, {'id': 5185, 'synset': 'lumpsucker.n.01', 'name': 'lumpsucker'}, {'id': 5186, 'synset': 'pogge.n.01', 'name': 'pogge'}, {'id': 5187, 'synset': 'greenling.n.01', 'name': 'greenling'}, {'id': 5188, 'synset': 'kelp_greenling.n.01', 'name': 'kelp_greenling'}, {'id': 5189, 'synset': 'painted_greenling.n.01', 'name': 'painted_greenling'}, {'id': 5190, 'synset': 'flathead.n.01', 'name': 'flathead'}, {'id': 5191, 'synset': 'gurnard.n.01', 'name': 'gurnard'}, {'id': 5192, 'synset': 'tub_gurnard.n.01', 'name': 'tub_gurnard'}, {'id': 5193, 'synset': 'sea_robin.n.01', 'name': 'sea_robin'}, {'id': 5194, 'synset': 'northern_sea_robin.n.01', 'name': 'northern_sea_robin'}, {'id': 5195, 'synset': 'flying_gurnard.n.01', 'name': 'flying_gurnard'}, {'id': 5196, 'synset': 'plectognath.n.01', 'name': 'plectognath'}, {'id': 5197, 'synset': 'triggerfish.n.01', 'name': 'triggerfish'}, {'id': 5198, 'synset': 'queen_triggerfish.n.01', 'name': 'queen_triggerfish'}, {'id': 5199, 'synset': 'filefish.n.01', 'name': 'filefish'}, {'id': 5200, 'synset': 'leatherjacket.n.01', 'name': 'leatherjacket'}, {'id': 5201, 'synset': 'boxfish.n.01', 'name': 'boxfish'}, {'id': 5202, 'synset': 'cowfish.n.01', 'name': 'cowfish'}, {'id': 5203, 'synset': 'spiny_puffer.n.01', 'name': 'spiny_puffer'}, {'id': 5204, 'synset': 'porcupinefish.n.01', 'name': 'porcupinefish'}, {'id': 5205, 'synset': 'balloonfish.n.01', 'name': 'balloonfish'}, {'id': 5206, 'synset': 'burrfish.n.01', 'name': 'burrfish'}, {'id': 5207, 'synset': 'ocean_sunfish.n.01', 'name': 'ocean_sunfish'}, {'id': 5208, 'synset': 'sharptail_mola.n.01', 'name': 'sharptail_mola'}, {'id': 5209, 'synset': 'flatfish.n.02', 'name': 'flatfish'}, {'id': 5210, 'synset': 'flounder.n.02', 'name': 'flounder'}, {'id': 5211, 'synset': 'righteye_flounder.n.01', 'name': 'righteye_flounder'}, {'id': 5212, 'synset': 'plaice.n.02', 'name': 'plaice'}, {'id': 5213, 'synset': 'european_flatfish.n.01', 'name': 'European_flatfish'}, {'id': 5214, 'synset': 'yellowtail_flounder.n.02', 'name': 'yellowtail_flounder'}, {'id': 5215, 'synset': 'winter_flounder.n.02', 'name': 'winter_flounder'}, {'id': 5216, 'synset': 'lemon_sole.n.05', 'name': 'lemon_sole'}, {'id': 5217, 'synset': 'american_plaice.n.01', 'name': 'American_plaice'}, {'id': 5218, 'synset': 'halibut.n.02', 'name': 'halibut'}, {'id': 5219, 'synset': 'atlantic_halibut.n.01', 'name': 'Atlantic_halibut'}, {'id': 5220, 'synset': 'pacific_halibut.n.01', 'name': 'Pacific_halibut'}, {'id': 5221, 'synset': 'lefteye_flounder.n.01', 'name': 'lefteye_flounder'}, {'id': 5222, 'synset': 'southern_flounder.n.01', 'name': 'southern_flounder'}, {'id': 5223, 'synset': 'summer_flounder.n.01', 'name': 'summer_flounder'}, {'id': 5224, 'synset': 'whiff.n.02', 'name': 'whiff'}, {'id': 5225, 'synset': 'horned_whiff.n.01', 'name': 'horned_whiff'}, {'id': 5226, 'synset': 'sand_dab.n.02', 'name': 'sand_dab'}, {'id': 5227, 'synset': 'windowpane.n.02', 'name': 'windowpane'}, {'id': 5228, 'synset': 'brill.n.01', 'name': 'brill'}, {'id': 5229, 'synset': 'turbot.n.02', 'name': 'turbot'}, {'id': 5230, 'synset': 'tonguefish.n.01', 'name': 'tonguefish'}, {'id': 5231, 'synset': 'sole.n.04', 'name': 'sole'}, {'id': 5232, 'synset': 'european_sole.n.01', 'name': 'European_sole'}, {'id': 5233, 'synset': 'english_sole.n.02', 'name': 'English_sole'}, {'id': 5234, 'synset': 'hogchoker.n.01', 'name': 'hogchoker'}, {'id': 5235, 'synset': 'aba.n.02', 'name': 'aba'}, {'id': 5236, 'synset': 'abacus.n.02', 'name': 'abacus'}, {'id': 5237, 'synset': 'abandoned_ship.n.01', 'name': 'abandoned_ship'}, {'id': 5238, 'synset': 'a_battery.n.01', 'name': 'A_battery'}, {'id': 5239, 'synset': 'abattoir.n.01', 'name': 'abattoir'}, {'id': 5240, 'synset': 'abaya.n.01', 'name': 'abaya'}, {'id': 5241, 'synset': 'abbe_condenser.n.01', 'name': 'Abbe_condenser'}, {'id': 5242, 'synset': 'abbey.n.03', 'name': 'abbey'}, {'id': 5243, 'synset': 'abbey.n.02', 'name': 'abbey'}, {'id': 5244, 'synset': 'abbey.n.01', 'name': 'abbey'}, {'id': 5245, 'synset': 'abney_level.n.01', 'name': 'Abney_level'}, {'id': 5246, 'synset': 'abrader.n.01', 'name': 'abrader'}, {'id': 5247, 'synset': 'abrading_stone.n.01', 'name': 'abrading_stone'}, {'id': 5248, 'synset': 'abutment.n.02', 'name': 'abutment'}, {'id': 5249, 'synset': 'abutment_arch.n.01', 'name': 'abutment_arch'}, {'id': 5250, 'synset': 'academic_costume.n.01', 'name': 'academic_costume'}, {'id': 5251, 'synset': 'academic_gown.n.01', 'name': 'academic_gown'}, {'id': 5252, 'synset': 'accelerator.n.02', 'name': 'accelerator'}, {'id': 5253, 'synset': 'accelerator.n.04', 'name': 'accelerator'}, {'id': 5254, 'synset': 'accelerator.n.01', 'name': 'accelerator'}, {'id': 5255, 'synset': 'accelerometer.n.01', 'name': 'accelerometer'}, {'id': 5256, 'synset': 'accessory.n.01', 'name': 'accessory'}, {'id': 5257, 'synset': 'accommodating_lens_implant.n.01', 'name': 'accommodating_lens_implant'}, {'id': 5258, 'synset': 'accommodation.n.04', 'name': 'accommodation'}, {'id': 5259, 'synset': 'accordion.n.01', 'name': 'accordion'}, {'id': 5260, 'synset': 'acetate_disk.n.01', 'name': 'acetate_disk'}, {'id': 5261, 'synset': 'acetate_rayon.n.01', 'name': 'acetate_rayon'}, {'id': 5262, 'synset': 'achromatic_lens.n.01', 'name': 'achromatic_lens'}, {'id': 5263, 'synset': 'acoustic_delay_line.n.01', 'name': 'acoustic_delay_line'}, {'id': 5264, 'synset': 'acoustic_device.n.01', 'name': 'acoustic_device'}, {'id': 5265, 'synset': 'acoustic_guitar.n.01', 'name': 'acoustic_guitar'}, {'id': 5266, 'synset': 'acoustic_modem.n.01', 'name': 'acoustic_modem'}, {'id': 5267, 'synset': 'acropolis.n.01', 'name': 'acropolis'}, {'id': 5268, 'synset': 'acrylic.n.04', 'name': 'acrylic'}, {'id': 5269, 'synset': 'acrylic.n.03', 'name': 'acrylic'}, {'id': 5270, 'synset': 'actinometer.n.01', 'name': 'actinometer'}, {'id': 5271, 'synset': 'action.n.07', 'name': 'action'}, {'id': 5272, 'synset': 'active_matrix_screen.n.01', 'name': 'active_matrix_screen'}, {'id': 5273, 'synset': 'actuator.n.01', 'name': 'actuator'}, {'id': 5274, 'synset': 'adapter.n.02', 'name': 'adapter'}, {'id': 5275, 'synset': 'adder.n.02', 'name': 'adder'}, {'id': 5276, 'synset': 'adding_machine.n.01', 'name': 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{'id': 5292, 'synset': 'agateware.n.01', 'name': 'agateware'}, {'id': 5293, 'synset': 'agglomerator.n.01', 'name': 'agglomerator'}, {'id': 5294, 'synset': 'aglet.n.02', 'name': 'aglet'}, {'id': 5295, 'synset': 'aglet.n.01', 'name': 'aglet'}, {'id': 5296, 'synset': 'agora.n.03', 'name': 'agora'}, {'id': 5297, 'synset': 'aigrette.n.01', 'name': 'aigrette'}, {'id': 5298, 'synset': 'aileron.n.01', 'name': 'aileron'}, {'id': 5299, 'synset': 'air_bag.n.01', 'name': 'air_bag'}, {'id': 5300, 'synset': 'airbrake.n.02', 'name': 'airbrake'}, {'id': 5301, 'synset': 'airbrush.n.01', 'name': 'airbrush'}, {'id': 5302, 'synset': 'airbus.n.01', 'name': 'airbus'}, {'id': 5303, 'synset': 'air_compressor.n.01', 'name': 'air_compressor'}, {'id': 5304, 'synset': 'aircraft.n.01', 'name': 'aircraft'}, {'id': 5305, 'synset': 'aircraft_carrier.n.01', 'name': 'aircraft_carrier'}, {'id': 5306, 'synset': 'aircraft_engine.n.01', 'name': 'aircraft_engine'}, {'id': 5307, 'synset': 'air_cushion.n.02', 'name': 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'name': 'bangalore_torpedo'}, {'id': 5627, 'synset': 'bangle.n.02', 'name': 'bangle'}, {'id': 5628, 'synset': 'bannister.n.02', 'name': 'bannister'}, {'id': 5629, 'synset': 'banquette.n.01', 'name': 'banquette'}, {'id': 5630, 'synset': 'banyan.n.02', 'name': 'banyan'}, {'id': 5631, 'synset': 'baptismal_font.n.01', 'name': 'baptismal_font'}, {'id': 5632, 'synset': 'bar.n.03', 'name': 'bar'}, {'id': 5633, 'synset': 'bar.n.02', 'name': 'bar'}, {'id': 5634, 'synset': 'barbecue.n.03', 'name': 'barbecue'}, {'id': 5635, 'synset': 'barbed_wire.n.01', 'name': 'barbed_wire'}, {'id': 5636, 'synset': 'barber_chair.n.01', 'name': 'barber_chair'}, {'id': 5637, 'synset': 'barbershop.n.01', 'name': 'barbershop'}, {'id': 5638, 'synset': 'barbette_carriage.n.01', 'name': 'barbette_carriage'}, {'id': 5639, 'synset': 'barbican.n.01', 'name': 'barbican'}, {'id': 5640, 'synset': 'bar_bit.n.01', 'name': 'bar_bit'}, {'id': 5641, 'synset': 'bareboat.n.01', 'name': 'bareboat'}, {'id': 5642, 'synset': 'barge_pole.n.01', 'name': 'barge_pole'}, {'id': 5643, 'synset': 'baritone.n.03', 'name': 'baritone'}, {'id': 5644, 'synset': 'bark.n.03', 'name': 'bark'}, {'id': 5645, 'synset': 'bar_magnet.n.01', 'name': 'bar_magnet'}, {'id': 5646, 'synset': 'bar_mask.n.01', 'name': 'bar_mask'}, {'id': 5647, 'synset': 'barn.n.01', 'name': 'barn'}, {'id': 5648, 'synset': 'barndoor.n.01', 'name': 'barndoor'}, {'id': 5649, 'synset': 'barn_door.n.01', 'name': 'barn_door'}, {'id': 5650, 'synset': 'barnyard.n.01', 'name': 'barnyard'}, {'id': 5651, 'synset': 'barograph.n.01', 'name': 'barograph'}, {'id': 5652, 'synset': 'barometer.n.01', 'name': 'barometer'}, {'id': 5653, 'synset': 'barong.n.01', 'name': 'barong'}, {'id': 5654, 'synset': 'barouche.n.01', 'name': 'barouche'}, {'id': 5655, 'synset': 'bar_printer.n.01', 'name': 'bar_printer'}, {'id': 5656, 'synset': 'barrack.n.01', 'name': 'barrack'}, {'id': 5657, 'synset': 'barrage_balloon.n.01', 'name': 'barrage_balloon'}, {'id': 5658, 'synset': 'barrel.n.01', 'name': 'barrel'}, {'id': 5659, 'synset': 'barrelhouse.n.01', 'name': 'barrelhouse'}, {'id': 5660, 'synset': 'barrel_knot.n.01', 'name': 'barrel_knot'}, {'id': 5661, 'synset': 'barrel_organ.n.01', 'name': 'barrel_organ'}, {'id': 5662, 'synset': 'barrel_vault.n.01', 'name': 'barrel_vault'}, {'id': 5663, 'synset': 'barricade.n.02', 'name': 'barricade'}, {'id': 5664, 'synset': 'barrier.n.01', 'name': 'barrier'}, {'id': 5665, 'synset': 'barroom.n.01', 'name': 'barroom'}, {'id': 5666, 'synset': 'bascule.n.01', 'name': 'bascule'}, {'id': 5667, 'synset': 'base.n.08', 'name': 'base'}, {'id': 5668, 'synset': 'baseball_equipment.n.01', 'name': 'baseball_equipment'}, {'id': 5669, 'synset': 'basement.n.01', 'name': 'basement'}, {'id': 5670, 'synset': 'basement.n.02', 'name': 'basement'}, {'id': 5671, 'synset': 'basic_point_defense_missile_system.n.01', 'name': 'basic_point_defense_missile_system'}, {'id': 5672, 'synset': 'basilica.n.02', 'name': 'basilica'}, {'id': 5673, 'synset': 'basilica.n.01', 'name': 'basilica'}, {'id': 5674, 'synset': 'basilisk.n.02', 'name': 'basilisk'}, {'id': 5675, 'synset': 'basin.n.01', 'name': 'basin'}, {'id': 5676, 'synset': 'basinet.n.01', 'name': 'basinet'}, {'id': 5677, 'synset': 'basket.n.03', 'name': 'basket'}, {'id': 5678, 'synset': 'basketball_court.n.01', 'name': 'basketball_court'}, {'id': 5679, 'synset': 'basketball_equipment.n.01', 'name': 'basketball_equipment'}, {'id': 5680, 'synset': 'basket_weave.n.01', 'name': 'basket_weave'}, {'id': 5681, 'synset': 'bass.n.07', 'name': 'bass'}, {'id': 5682, 'synset': 'bass_clarinet.n.01', 'name': 'bass_clarinet'}, {'id': 5683, 'synset': 'bass_drum.n.01', 'name': 'bass_drum'}, {'id': 5684, 'synset': 'basset_horn.n.01', 'name': 'basset_horn'}, {'id': 5685, 'synset': 'bass_fiddle.n.01', 'name': 'bass_fiddle'}, {'id': 5686, 'synset': 'bass_guitar.n.01', 'name': 'bass_guitar'}, {'id': 5687, 'synset': 'bassinet.n.01', 'name': 'bassinet'}, {'id': 5688, 'synset': 'bassinet.n.02', 'name': 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5705, 'synset': 'batik.n.01', 'name': 'batik'}, {'id': 5706, 'synset': 'batiste.n.01', 'name': 'batiste'}, {'id': 5707, 'synset': 'baton.n.01', 'name': 'baton'}, {'id': 5708, 'synset': 'baton.n.05', 'name': 'baton'}, {'id': 5709, 'synset': 'baton.n.04', 'name': 'baton'}, {'id': 5710, 'synset': 'baton.n.03', 'name': 'baton'}, {'id': 5711, 'synset': 'battering_ram.n.01', 'name': 'battering_ram'}, {'id': 5712, 'synset': "batter's_box.n.01", 'name': "batter's_box"}, {'id': 5713, 'synset': 'battery.n.05', 'name': 'battery'}, {'id': 5714, 'synset': 'batting_cage.n.01', 'name': 'batting_cage'}, {'id': 5715, 'synset': 'batting_glove.n.01', 'name': 'batting_glove'}, {'id': 5716, 'synset': 'batting_helmet.n.01', 'name': 'batting_helmet'}, {'id': 5717, 'synset': 'battle-ax.n.01', 'name': 'battle-ax'}, {'id': 5718, 'synset': 'battle_cruiser.n.01', 'name': 'battle_cruiser'}, {'id': 5719, 'synset': 'battle_dress.n.01', 'name': 'battle_dress'}, {'id': 5720, 'synset': 'battlement.n.01', 'name': 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5737, 'synset': 'beacon.n.03', 'name': 'beacon'}, {'id': 5738, 'synset': 'beading_plane.n.01', 'name': 'beading_plane'}, {'id': 5739, 'synset': 'beaker.n.02', 'name': 'beaker'}, {'id': 5740, 'synset': 'beaker.n.01', 'name': 'beaker'}, {'id': 5741, 'synset': 'beam.n.02', 'name': 'beam'}, {'id': 5742, 'synset': 'beam_balance.n.01', 'name': 'beam_balance'}, {'id': 5743, 'synset': 'bearing.n.06', 'name': 'bearing'}, {'id': 5744, 'synset': 'bearing_rein.n.01', 'name': 'bearing_rein'}, {'id': 5745, 'synset': 'bearing_wall.n.01', 'name': 'bearing_wall'}, {'id': 5746, 'synset': 'bearskin.n.02', 'name': 'bearskin'}, {'id': 5747, 'synset': 'beater.n.02', 'name': 'beater'}, {'id': 5748, 'synset': 'beating-reed_instrument.n.01', 'name': 'beating-reed_instrument'}, {'id': 5749, 'synset': 'beaver.n.06', 'name': 'beaver'}, {'id': 5750, 'synset': 'beaver.n.05', 'name': 'beaver'}, {'id': 5751, 'synset': 'beckman_thermometer.n.01', 'name': 'Beckman_thermometer'}, {'id': 5752, 'synset': 'bed.n.08', 'name': 'bed'}, {'id': 5753, 'synset': 'bed_and_breakfast.n.01', 'name': 'bed_and_breakfast'}, {'id': 5754, 'synset': 'bedclothes.n.01', 'name': 'bedclothes'}, {'id': 5755, 'synset': 'bedford_cord.n.01', 'name': 'Bedford_cord'}, {'id': 5756, 'synset': 'bed_jacket.n.01', 'name': 'bed_jacket'}, {'id': 5757, 'synset': 'bedpost.n.01', 'name': 'bedpost'}, {'id': 5758, 'synset': 'bedroll.n.01', 'name': 'bedroll'}, {'id': 5759, 'synset': 'bedroom.n.01', 'name': 'bedroom'}, {'id': 5760, 'synset': 'bedroom_furniture.n.01', 'name': 'bedroom_furniture'}, {'id': 5761, 'synset': 'bedsitting_room.n.01', 'name': 'bedsitting_room'}, {'id': 5762, 'synset': 'bedspring.n.01', 'name': 'bedspring'}, {'id': 5763, 'synset': 'bedstead.n.01', 'name': 'bedstead'}, {'id': 5764, 'synset': 'beefcake.n.01', 'name': 'beefcake'}, {'id': 5765, 'synset': 'beehive.n.04', 'name': 'beehive'}, {'id': 5766, 'synset': 'beer_barrel.n.01', 'name': 'beer_barrel'}, {'id': 5767, 'synset': 'beer_garden.n.01', 'name': 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{'id': 5814, 'synset': 'bicycle_seat.n.01', 'name': 'bicycle_seat'}, {'id': 5815, 'synset': 'bicycle_wheel.n.01', 'name': 'bicycle_wheel'}, {'id': 5816, 'synset': 'bidet.n.01', 'name': 'bidet'}, {'id': 5817, 'synset': 'bier.n.02', 'name': 'bier'}, {'id': 5818, 'synset': 'bier.n.01', 'name': 'bier'}, {'id': 5819, 'synset': 'bi-fold_door.n.01', 'name': 'bi-fold_door'}, {'id': 5820, 'synset': 'bifocals.n.01', 'name': 'bifocals'}, {'id': 5821, 'synset': 'big_blue.n.01', 'name': 'Big_Blue'}, {'id': 5822, 'synset': 'big_board.n.02', 'name': 'big_board'}, {'id': 5823, 'synset': 'bight.n.04', 'name': 'bight'}, {'id': 5824, 'synset': 'bikini.n.02', 'name': 'bikini'}, {'id': 5825, 'synset': 'bikini_pants.n.01', 'name': 'bikini_pants'}, {'id': 5826, 'synset': 'bilge.n.02', 'name': 'bilge'}, {'id': 5827, 'synset': 'bilge_keel.n.01', 'name': 'bilge_keel'}, {'id': 5828, 'synset': 'bilge_pump.n.01', 'name': 'bilge_pump'}, {'id': 5829, 'synset': 'bilge_well.n.01', 'name': 'bilge_well'}, {'id': 5830, 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{'id': 5846, 'synset': 'birdcall.n.02', 'name': 'birdcall'}, {'id': 5847, 'synset': 'bird_shot.n.01', 'name': 'bird_shot'}, {'id': 5848, 'synset': 'biretta.n.01', 'name': 'biretta'}, {'id': 5849, 'synset': 'bishop.n.03', 'name': 'bishop'}, {'id': 5850, 'synset': 'bistro.n.01', 'name': 'bistro'}, {'id': 5851, 'synset': 'bit.n.11', 'name': 'bit'}, {'id': 5852, 'synset': 'bit.n.05', 'name': 'bit'}, {'id': 5853, 'synset': 'bite_plate.n.01', 'name': 'bite_plate'}, {'id': 5854, 'synset': 'bitewing.n.01', 'name': 'bitewing'}, {'id': 5855, 'synset': 'bitumastic.n.01', 'name': 'bitumastic'}, {'id': 5856, 'synset': 'black.n.07', 'name': 'black'}, {'id': 5857, 'synset': 'black.n.06', 'name': 'black'}, {'id': 5858, 'synset': 'blackboard_eraser.n.01', 'name': 'blackboard_eraser'}, {'id': 5859, 'synset': 'black_box.n.01', 'name': 'black_box'}, {'id': 5860, 'synset': 'blackface.n.01', 'name': 'blackface'}, {'id': 5861, 'synset': 'blackjack.n.02', 'name': 'blackjack'}, {'id': 5862, 'synset': 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'synset': 'bodkin.n.02', 'name': 'bodkin'}, {'id': 5911, 'synset': 'body.n.11', 'name': 'body'}, {'id': 5912, 'synset': 'body_armor.n.01', 'name': 'body_armor'}, {'id': 5913, 'synset': 'body_lotion.n.01', 'name': 'body_lotion'}, {'id': 5914, 'synset': 'body_stocking.n.01', 'name': 'body_stocking'}, {'id': 5915, 'synset': 'body_plethysmograph.n.01', 'name': 'body_plethysmograph'}, {'id': 5916, 'synset': 'body_pad.n.01', 'name': 'body_pad'}, {'id': 5917, 'synset': 'bodywork.n.01', 'name': 'bodywork'}, {'id': 5918, 'synset': 'bofors_gun.n.01', 'name': 'Bofors_gun'}, {'id': 5919, 'synset': 'bogy.n.01', 'name': 'bogy'}, {'id': 5920, 'synset': 'boiler.n.01', 'name': 'boiler'}, {'id': 5921, 'synset': 'boiling_water_reactor.n.01', 'name': 'boiling_water_reactor'}, {'id': 5922, 'synset': 'bolero.n.02', 'name': 'bolero'}, {'id': 5923, 'synset': 'bollard.n.01', 'name': 'bollard'}, {'id': 5924, 'synset': 'bolo.n.02', 'name': 'bolo'}, {'id': 5925, 'synset': 'bolt.n.02', 'name': 'bolt'}, {'id': 5926, 'synset': 'bolt_cutter.n.01', 'name': 'bolt_cutter'}, {'id': 5927, 'synset': 'bomb.n.01', 'name': 'bomb'}, {'id': 5928, 'synset': 'bombazine.n.01', 'name': 'bombazine'}, {'id': 5929, 'synset': 'bomb_calorimeter.n.01', 'name': 'bomb_calorimeter'}, {'id': 5930, 'synset': 'bomber.n.01', 'name': 'bomber'}, {'id': 5931, 'synset': 'bomber_jacket.n.01', 'name': 'bomber_jacket'}, {'id': 5932, 'synset': 'bomblet.n.01', 'name': 'bomblet'}, {'id': 5933, 'synset': 'bomb_rack.n.01', 'name': 'bomb_rack'}, {'id': 5934, 'synset': 'bombshell.n.03', 'name': 'bombshell'}, {'id': 5935, 'synset': 'bomb_shelter.n.01', 'name': 'bomb_shelter'}, {'id': 5936, 'synset': 'bone-ash_cup.n.01', 'name': 'bone-ash_cup'}, {'id': 5937, 'synset': 'bone_china.n.01', 'name': 'bone_china'}, {'id': 5938, 'synset': 'bones.n.01', 'name': 'bones'}, {'id': 5939, 'synset': 'boneshaker.n.01', 'name': 'boneshaker'}, {'id': 5940, 'synset': 'bongo.n.01', 'name': 'bongo'}, {'id': 5941, 'synset': 'book.n.11', 'name': 'book'}, {'id': 5942, 'synset': 'book_bag.n.01', 'name': 'book_bag'}, {'id': 5943, 'synset': 'bookbindery.n.01', 'name': 'bookbindery'}, {'id': 5944, 'synset': 'bookend.n.01', 'name': 'bookend'}, {'id': 5945, 'synset': 'bookmobile.n.01', 'name': 'bookmobile'}, {'id': 5946, 'synset': 'bookshelf.n.01', 'name': 'bookshelf'}, {'id': 5947, 'synset': 'bookshop.n.01', 'name': 'bookshop'}, {'id': 5948, 'synset': 'boom.n.05', 'name': 'boom'}, {'id': 5949, 'synset': 'boomerang.n.01', 'name': 'boomerang'}, {'id': 5950, 'synset': 'booster.n.05', 'name': 'booster'}, {'id': 5951, 'synset': 'booster.n.04', 'name': 'booster'}, {'id': 5952, 'synset': 'boot.n.04', 'name': 'boot'}, {'id': 5953, 'synset': 'boot_camp.n.01', 'name': 'boot_camp'}, {'id': 5954, 'synset': 'bootee.n.01', 'name': 'bootee'}, {'id': 5955, 'synset': 'booth.n.02', 'name': 'booth'}, {'id': 5956, 'synset': 'booth.n.04', 'name': 'booth'}, {'id': 5957, 'synset': 'booth.n.01', 'name': 'booth'}, {'id': 5958, 'synset': 'boothose.n.01', 'name': 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6006, 'synset': 'brace.n.07', 'name': 'brace'}, {'id': 6007, 'synset': 'brace.n.01', 'name': 'brace'}, {'id': 6008, 'synset': 'brace_and_bit.n.01', 'name': 'brace_and_bit'}, {'id': 6009, 'synset': 'bracer.n.01', 'name': 'bracer'}, {'id': 6010, 'synset': 'brace_wrench.n.01', 'name': 'brace_wrench'}, {'id': 6011, 'synset': 'bracket.n.04', 'name': 'bracket'}, {'id': 6012, 'synset': 'bradawl.n.01', 'name': 'bradawl'}, {'id': 6013, 'synset': 'brake.n.01', 'name': 'brake'}, {'id': 6014, 'synset': 'brake.n.05', 'name': 'brake'}, {'id': 6015, 'synset': 'brake_band.n.01', 'name': 'brake_band'}, {'id': 6016, 'synset': 'brake_cylinder.n.01', 'name': 'brake_cylinder'}, {'id': 6017, 'synset': 'brake_disk.n.01', 'name': 'brake_disk'}, {'id': 6018, 'synset': 'brake_drum.n.01', 'name': 'brake_drum'}, {'id': 6019, 'synset': 'brake_lining.n.01', 'name': 'brake_lining'}, {'id': 6020, 'synset': 'brake_pad.n.01', 'name': 'brake_pad'}, {'id': 6021, 'synset': 'brake_pedal.n.01', 'name': 'brake_pedal'}, {'id': 6022, 'synset': 'brake_shoe.n.01', 'name': 'brake_shoe'}, {'id': 6023, 'synset': 'brake_system.n.01', 'name': 'brake_system'}, {'id': 6024, 'synset': 'brass.n.02', 'name': 'brass'}, {'id': 6025, 'synset': 'brass.n.05', 'name': 'brass'}, {'id': 6026, 'synset': 'brassard.n.01', 'name': 'brassard'}, {'id': 6027, 'synset': 'brasserie.n.01', 'name': 'brasserie'}, {'id': 6028, 'synset': 'brassie.n.01', 'name': 'brassie'}, {'id': 6029, 'synset': 'brass_knucks.n.01', 'name': 'brass_knucks'}, {'id': 6030, 'synset': 'brattice.n.01', 'name': 'brattice'}, {'id': 6031, 'synset': 'brazier.n.01', 'name': 'brazier'}, {'id': 6032, 'synset': 'breadbasket.n.03', 'name': 'breadbasket'}, {'id': 6033, 'synset': 'bread_knife.n.01', 'name': 'bread_knife'}, {'id': 6034, 'synset': 'breakable.n.01', 'name': 'breakable'}, {'id': 6035, 'synset': 'breakfast_area.n.01', 'name': 'breakfast_area'}, {'id': 6036, 'synset': 'breakfast_table.n.01', 'name': 'breakfast_table'}, {'id': 6037, 'synset': 'breakwater.n.01', 'name': 'breakwater'}, {'id': 6038, 'synset': 'breast_drill.n.01', 'name': 'breast_drill'}, {'id': 6039, 'synset': 'breast_implant.n.01', 'name': 'breast_implant'}, {'id': 6040, 'synset': 'breastplate.n.01', 'name': 'breastplate'}, {'id': 6041, 'synset': 'breast_pocket.n.01', 'name': 'breast_pocket'}, {'id': 6042, 'synset': 'breathalyzer.n.01', 'name': 'breathalyzer'}, {'id': 6043, 'synset': 'breechblock.n.01', 'name': 'breechblock'}, {'id': 6044, 'synset': 'breeches.n.01', 'name': 'breeches'}, {'id': 6045, 'synset': 'breeches_buoy.n.01', 'name': 'breeches_buoy'}, {'id': 6046, 'synset': 'breechloader.n.01', 'name': 'breechloader'}, {'id': 6047, 'synset': 'breeder_reactor.n.01', 'name': 'breeder_reactor'}, {'id': 6048, 'synset': 'bren.n.01', 'name': 'Bren'}, {'id': 6049, 'synset': 'brewpub.n.01', 'name': 'brewpub'}, {'id': 6050, 'synset': 'brick.n.01', 'name': 'brick'}, {'id': 6051, 'synset': 'brickkiln.n.01', 'name': 'brickkiln'}, {'id': 6052, 'synset': 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'name': 'carving_fork'}, {'id': 6351, 'synset': 'carving_knife.n.01', 'name': 'carving_knife'}, {'id': 6352, 'synset': 'car_wheel.n.01', 'name': 'car_wheel'}, {'id': 6353, 'synset': 'caryatid.n.01', 'name': 'caryatid'}, {'id': 6354, 'synset': 'cascade_liquefier.n.01', 'name': 'cascade_liquefier'}, {'id': 6355, 'synset': 'cascade_transformer.n.01', 'name': 'cascade_transformer'}, {'id': 6356, 'synset': 'case.n.05', 'name': 'case'}, {'id': 6357, 'synset': 'case.n.20', 'name': 'case'}, {'id': 6358, 'synset': 'case.n.18', 'name': 'case'}, {'id': 6359, 'synset': 'casein_paint.n.01', 'name': 'casein_paint'}, {'id': 6360, 'synset': 'case_knife.n.02', 'name': 'case_knife'}, {'id': 6361, 'synset': 'case_knife.n.01', 'name': 'case_knife'}, {'id': 6362, 'synset': 'casement.n.01', 'name': 'casement'}, {'id': 6363, 'synset': 'casement_window.n.01', 'name': 'casement_window'}, {'id': 6364, 'synset': 'casern.n.01', 'name': 'casern'}, {'id': 6365, 'synset': 'case_shot.n.01', 'name': 'case_shot'}, {'id': 6366, 'synset': 'cash_bar.n.01', 'name': 'cash_bar'}, {'id': 6367, 'synset': 'cashbox.n.01', 'name': 'cashbox'}, {'id': 6368, 'synset': 'cash_machine.n.01', 'name': 'cash_machine'}, {'id': 6369, 'synset': 'cashmere.n.01', 'name': 'cashmere'}, {'id': 6370, 'synset': 'casing.n.03', 'name': 'casing'}, {'id': 6371, 'synset': 'casino.n.01', 'name': 'casino'}, {'id': 6372, 'synset': 'casket.n.02', 'name': 'casket'}, {'id': 6373, 'synset': 'casque.n.01', 'name': 'casque'}, {'id': 6374, 'synset': 'casquet.n.01', 'name': 'casquet'}, {'id': 6375, 'synset': 'cassegrainian_telescope.n.01', 'name': 'Cassegrainian_telescope'}, {'id': 6376, 'synset': 'casserole.n.02', 'name': 'casserole'}, {'id': 6377, 'synset': 'cassette_deck.n.01', 'name': 'cassette_deck'}, {'id': 6378, 'synset': 'cassette_player.n.01', 'name': 'cassette_player'}, {'id': 6379, 'synset': 'cassette_recorder.n.01', 'name': 'cassette_recorder'}, {'id': 6380, 'synset': 'cassette_tape.n.01', 'name': 'cassette_tape'}, {'id': 6381, 'synset': 'cassock.n.01', 'name': 'cassock'}, {'id': 6382, 'synset': 'caster.n.03', 'name': 'caster'}, {'id': 6383, 'synset': 'caster.n.02', 'name': 'caster'}, {'id': 6384, 'synset': 'castle.n.02', 'name': 'castle'}, {'id': 6385, 'synset': 'castle.n.03', 'name': 'castle'}, {'id': 6386, 'synset': 'catacomb.n.01', 'name': 'catacomb'}, {'id': 6387, 'synset': 'catafalque.n.01', 'name': 'catafalque'}, {'id': 6388, 'synset': 'catalytic_converter.n.01', 'name': 'catalytic_converter'}, {'id': 6389, 'synset': 'catalytic_cracker.n.01', 'name': 'catalytic_cracker'}, {'id': 6390, 'synset': 'catamaran.n.01', 'name': 'catamaran'}, {'id': 6391, 'synset': 'catapult.n.03', 'name': 'catapult'}, {'id': 6392, 'synset': 'catapult.n.02', 'name': 'catapult'}, {'id': 6393, 'synset': 'catboat.n.01', 'name': 'catboat'}, {'id': 6394, 'synset': 'cat_box.n.01', 'name': 'cat_box'}, {'id': 6395, 'synset': 'catch.n.07', 'name': 'catch'}, {'id': 6396, 'synset': 'catchall.n.01', 'name': 'catchall'}, {'id': 6397, 'synset': "catcher's_mask.n.01", 'name': "catcher's_mask"}, {'id': 6398, 'synset': 'catchment.n.01', 'name': 'catchment'}, {'id': 6399, 'synset': 'caterpillar.n.02', 'name': 'Caterpillar'}, {'id': 6400, 'synset': 'cathedra.n.01', 'name': 'cathedra'}, {'id': 6401, 'synset': 'cathedral.n.01', 'name': 'cathedral'}, {'id': 6402, 'synset': 'cathedral.n.02', 'name': 'cathedral'}, {'id': 6403, 'synset': 'catheter.n.01', 'name': 'catheter'}, {'id': 6404, 'synset': 'cathode.n.01', 'name': 'cathode'}, {'id': 6405, 'synset': 'cathode-ray_tube.n.01', 'name': 'cathode-ray_tube'}, {'id': 6406, 'synset': "cat-o'-nine-tails.n.01", 'name': "cat-o'-nine-tails"}, {'id': 6407, 'synset': "cat's-paw.n.02", 'name': "cat's-paw"}, {'id': 6408, 'synset': 'catsup_bottle.n.01', 'name': 'catsup_bottle'}, {'id': 6409, 'synset': 'cattle_car.n.01', 'name': 'cattle_car'}, {'id': 6410, 'synset': 'cattle_guard.n.01', 'name': 'cattle_guard'}, {'id': 6411, 'synset': 'cattleship.n.01', 'name': 'cattleship'}, {'id': 6412, 'synset': 'cautery.n.01', 'name': 'cautery'}, {'id': 6413, 'synset': 'cavalier_hat.n.01', 'name': 'cavalier_hat'}, {'id': 6414, 'synset': 'cavalry_sword.n.01', 'name': 'cavalry_sword'}, {'id': 6415, 'synset': 'cavetto.n.01', 'name': 'cavetto'}, {'id': 6416, 'synset': 'cavity_wall.n.01', 'name': 'cavity_wall'}, {'id': 6417, 'synset': 'c_battery.n.01', 'name': 'C_battery'}, {'id': 6418, 'synset': 'c-clamp.n.01', 'name': 'C-clamp'}, {'id': 6419, 'synset': 'cd_drive.n.01', 'name': 'CD_drive'}, {'id': 6420, 'synset': 'cd-r.n.01', 'name': 'CD-R'}, {'id': 6421, 'synset': 'cd-rom.n.01', 'name': 'CD-ROM'}, {'id': 6422, 'synset': 'cd-rom_drive.n.01', 'name': 'CD-ROM_drive'}, {'id': 6423, 'synset': 'cedar_chest.n.01', 'name': 'cedar_chest'}, {'id': 6424, 'synset': 'ceiling.n.01', 'name': 'ceiling'}, {'id': 6425, 'synset': 'celesta.n.01', 'name': 'celesta'}, {'id': 6426, 'synset': 'cell.n.03', 'name': 'cell'}, {'id': 6427, 'synset': 'cell.n.07', 'name': 'cell'}, {'id': 6428, 'synset': 'cellar.n.03', 'name': 'cellar'}, {'id': 6429, 'synset': 'cellblock.n.01', 'name': 'cellblock'}, {'id': 6430, 'synset': 'cello.n.01', 'name': 'cello'}, {'id': 6431, 'synset': 'cellophane.n.01', 'name': 'cellophane'}, {'id': 6432, 'synset': 'cellulose_tape.n.01', 'name': 'cellulose_tape'}, {'id': 6433, 'synset': 'cenotaph.n.01', 'name': 'cenotaph'}, {'id': 6434, 'synset': 'censer.n.01', 'name': 'censer'}, {'id': 6435, 'synset': 'center.n.03', 'name': 'center'}, {'id': 6436, 'synset': 'center_punch.n.01', 'name': 'center_punch'}, {'id': 6437, 'synset': 'centigrade_thermometer.n.01', 'name': 'Centigrade_thermometer'}, {'id': 6438, 'synset': 'central_processing_unit.n.01', 'name': 'central_processing_unit'}, {'id': 6439, 'synset': 'centrifugal_pump.n.01', 'name': 'centrifugal_pump'}, {'id': 6440, 'synset': 'centrifuge.n.01', 'name': 'centrifuge'}, {'id': 6441, 'synset': 'ceramic.n.01', 'name': 'ceramic'}, {'id': 6442, 'synset': 'ceramic_ware.n.01', 'name': 'ceramic_ware'}, {'id': 6443, 'synset': 'cereal_bowl.n.01', 'name': 'cereal_bowl'}, {'id': 6444, 'synset': 'cereal_box.n.01', 'name': 'cereal_box'}, {'id': 6445, 'synset': 'cerecloth.n.01', 'name': 'cerecloth'}, {'id': 6446, 'synset': 'cesspool.n.01', 'name': 'cesspool'}, {'id': 6447, 'synset': 'chachka.n.02', 'name': 'chachka'}, {'id': 6448, 'synset': 'chador.n.01', 'name': 'chador'}, {'id': 6449, 'synset': 'chafing_dish.n.01', 'name': 'chafing_dish'}, {'id': 6450, 'synset': 'chain.n.03', 'name': 'chain'}, {'id': 6451, 'synset': 'chain.n.05', 'name': 'chain'}, {'id': 6452, 'synset': 'chainlink_fence.n.01', 'name': 'chainlink_fence'}, {'id': 6453, 'synset': 'chain_printer.n.01', 'name': 'chain_printer'}, {'id': 6454, 'synset': 'chain_saw.n.01', 'name': 'chain_saw'}, {'id': 6455, 'synset': 'chain_store.n.01', 'name': 'chain_store'}, {'id': 6456, 'synset': 'chain_tongs.n.01', 'name': 'chain_tongs'}, {'id': 6457, 'synset': 'chain_wrench.n.01', 'name': 'chain_wrench'}, {'id': 6458, 'synset': 'chair.n.05', 'name': 'chair'}, {'id': 6459, 'synset': 'chair_of_state.n.01', 'name': 'chair_of_state'}, {'id': 6460, 'synset': 'chairlift.n.01', 'name': 'chairlift'}, {'id': 6461, 'synset': 'chaise.n.02', 'name': 'chaise'}, {'id': 6462, 'synset': 'chalet.n.01', 'name': 'chalet'}, {'id': 6463, 'synset': 'chalk.n.04', 'name': 'chalk'}, {'id': 6464, 'synset': 'challis.n.01', 'name': 'challis'}, {'id': 6465, 'synset': 'chamberpot.n.01', 'name': 'chamberpot'}, {'id': 6466, 'synset': 'chambray.n.01', 'name': 'chambray'}, {'id': 6467, 'synset': 'chamfer_bit.n.01', 'name': 'chamfer_bit'}, {'id': 6468, 'synset': 'chamfer_plane.n.01', 'name': 'chamfer_plane'}, {'id': 6469, 'synset': 'chamois_cloth.n.01', 'name': 'chamois_cloth'}, {'id': 6470, 'synset': 'chancel.n.01', 'name': 'chancel'}, {'id': 6471, 'synset': 'chancellery.n.01', 'name': 'chancellery'}, {'id': 6472, 'synset': 'chancery.n.02', 'name': 'chancery'}, {'id': 6473, 'synset': 'chandlery.n.01', 'name': 'chandlery'}, {'id': 6474, 'synset': 'chanfron.n.01', 'name': 'chanfron'}, {'id': 6475, 'synset': 'chanter.n.01', 'name': 'chanter'}, {'id': 6476, 'synset': 'chantry.n.02', 'name': 'chantry'}, {'id': 6477, 'synset': 'chapel.n.01', 'name': 'chapel'}, {'id': 6478, 'synset': 'chapterhouse.n.02', 'name': 'chapterhouse'}, {'id': 6479, 'synset': 'chapterhouse.n.01', 'name': 'chapterhouse'}, {'id': 6480, 'synset': 'character_printer.n.01', 'name': 'character_printer'}, {'id': 6481, 'synset': 'charcuterie.n.01', 'name': 'charcuterie'}, {'id': 6482, 'synset': 'charge-exchange_accelerator.n.01', 'name': 'charge-exchange_accelerator'}, {'id': 6483, 'synset': 'charger.n.02', 'name': 'charger'}, {'id': 6484, 'synset': 'chariot.n.01', 'name': 'chariot'}, {'id': 6485, 'synset': 'chariot.n.02', 'name': 'chariot'}, {'id': 6486, 'synset': 'charnel_house.n.01', 'name': 'charnel_house'}, {'id': 6487, 'synset': 'chassis.n.03', 'name': 'chassis'}, {'id': 6488, 'synset': 'chassis.n.02', 'name': 'chassis'}, {'id': 6489, 'synset': 'chasuble.n.01', 'name': 'chasuble'}, {'id': 6490, 'synset': 'chateau.n.01', 'name': 'chateau'}, {'id': 6491, 'synset': 'chatelaine.n.02', 'name': 'chatelaine'}, {'id': 6492, 'synset': 'checker.n.03', 'name': 'checker'}, {'id': 6493, 'synset': 'checkout.n.03', 'name': 'checkout'}, {'id': 6494, 'synset': 'cheekpiece.n.01', 'name': 'cheekpiece'}, {'id': 6495, 'synset': 'cheeseboard.n.01', 'name': 'cheeseboard'}, {'id': 6496, 'synset': 'cheesecloth.n.01', 'name': 'cheesecloth'}, {'id': 6497, 'synset': 'cheese_cutter.n.01', 'name': 'cheese_cutter'}, {'id': 6498, 'synset': 'cheese_press.n.01', 'name': 'cheese_press'}, {'id': 6499, 'synset': 'chemical_bomb.n.01', 'name': 'chemical_bomb'}, {'id': 6500, 'synset': 'chemical_plant.n.01', 'name': 'chemical_plant'}, {'id': 6501, 'synset': 'chemical_reactor.n.01', 'name': 'chemical_reactor'}, {'id': 6502, 'synset': 'chemise.n.02', 'name': 'chemise'}, {'id': 6503, 'synset': 'chemise.n.01', 'name': 'chemise'}, {'id': 6504, 'synset': 'chenille.n.02', 'name': 'chenille'}, {'id': 6505, 'synset': 'chessman.n.01', 'name': 'chessman'}, {'id': 6506, 'synset': 'chest.n.02', 'name': 'chest'}, {'id': 6507, 'synset': 'chesterfield.n.02', 'name': 'chesterfield'}, {'id': 6508, 'synset': 'chest_of_drawers.n.01', 'name': 'chest_of_drawers'}, {'id': 6509, 'synset': 'chest_protector.n.01', 'name': 'chest_protector'}, {'id': 6510, 'synset': 'cheval-de-frise.n.01', 'name': 'cheval-de-frise'}, {'id': 6511, 'synset': 'cheval_glass.n.01', 'name': 'cheval_glass'}, {'id': 6512, 'synset': 'chicane.n.02', 'name': 'chicane'}, {'id': 6513, 'synset': 'chicken_coop.n.01', 'name': 'chicken_coop'}, {'id': 6514, 'synset': 'chicken_wire.n.01', 'name': 'chicken_wire'}, {'id': 6515, 'synset': 'chicken_yard.n.01', 'name': 'chicken_yard'}, {'id': 6516, 'synset': 'chiffon.n.01', 'name': 'chiffon'}, {'id': 6517, 'synset': 'chiffonier.n.01', 'name': 'chiffonier'}, {'id': 6518, 'synset': "child's_room.n.01", 'name': "child's_room"}, {'id': 6519, 'synset': 'chimney_breast.n.01', 'name': 'chimney_breast'}, {'id': 6520, 'synset': 'chimney_corner.n.01', 'name': 'chimney_corner'}, {'id': 6521, 'synset': 'china.n.02', 'name': 'china'}, {'id': 6522, 'synset': 'china_cabinet.n.01', 'name': 'china_cabinet'}, {'id': 6523, 'synset': 'chinchilla.n.02', 'name': 'chinchilla'}, {'id': 6524, 'synset': 'chinese_lantern.n.01', 'name': 'Chinese_lantern'}, {'id': 6525, 'synset': 'chinese_puzzle.n.01', 'name': 'Chinese_puzzle'}, {'id': 6526, 'synset': 'chinning_bar.n.01', 'name': 'chinning_bar'}, {'id': 6527, 'synset': 'chino.n.02', 'name': 'chino'}, {'id': 6528, 'synset': 'chino.n.01', 'name': 'chino'}, {'id': 6529, 'synset': 'chin_rest.n.01', 'name': 'chin_rest'}, {'id': 6530, 'synset': 'chin_strap.n.01', 'name': 'chin_strap'}, {'id': 6531, 'synset': 'chintz.n.01', 'name': 'chintz'}, {'id': 6532, 'synset': 'chip.n.07', 'name': 'chip'}, {'id': 6533, 'synset': 'chisel.n.01', 'name': 'chisel'}, {'id': 6534, 'synset': 'chlamys.n.02', 'name': 'chlamys'}, {'id': 6535, 'synset': 'choir.n.03', 'name': 'choir'}, {'id': 6536, 'synset': 'choir_loft.n.01', 'name': 'choir_loft'}, {'id': 6537, 'synset': 'choke.n.02', 'name': 'choke'}, {'id': 6538, 'synset': 'choke.n.01', 'name': 'choke'}, {'id': 6539, 'synset': 'chokey.n.01', 'name': 'chokey'}, {'id': 6540, 'synset': 'choo-choo.n.01', 'name': 'choo-choo'}, {'id': 6541, 'synset': 'chopine.n.01', 'name': 'chopine'}, {'id': 6542, 'synset': 'chordophone.n.01', 'name': 'chordophone'}, {'id': 6543, 'synset': 'christmas_stocking.n.01', 'name': 'Christmas_stocking'}, {'id': 6544, 'synset': 'chronograph.n.01', 'name': 'chronograph'}, {'id': 6545, 'synset': 'chronometer.n.01', 'name': 'chronometer'}, {'id': 6546, 'synset': 'chronoscope.n.01', 'name': 'chronoscope'}, {'id': 6547, 'synset': 'chuck.n.03', 'name': 'chuck'}, {'id': 6548, 'synset': 'chuck_wagon.n.01', 'name': 'chuck_wagon'}, {'id': 6549, 'synset': 'chukka.n.02', 'name': 'chukka'}, {'id': 6550, 'synset': 'church.n.02', 'name': 'church'}, {'id': 6551, 'synset': 'church_bell.n.01', 'name': 'church_bell'}, {'id': 6552, 'synset': 'church_hat.n.01', 'name': 'church_hat'}, {'id': 6553, 'synset': 'church_key.n.01', 'name': 'church_key'}, {'id': 6554, 'synset': 'church_tower.n.01', 'name': 'church_tower'}, {'id': 6555, 'synset': 'churidars.n.01', 'name': 'churidars'}, {'id': 6556, 'synset': 'churn.n.01', 'name': 'churn'}, {'id': 6557, 'synset': 'ciderpress.n.01', 'name': 'ciderpress'}, {'id': 6558, 'synset': 'cigar_band.n.01', 'name': 'cigar_band'}, {'id': 6559, 'synset': 'cigar_cutter.n.01', 'name': 'cigar_cutter'}, {'id': 6560, 'synset': 'cigarette_butt.n.01', 'name': 'cigarette_butt'}, {'id': 6561, 'synset': 'cigarette_holder.n.01', 'name': 'cigarette_holder'}, {'id': 6562, 'synset': 'cigar_lighter.n.01', 'name': 'cigar_lighter'}, {'id': 6563, 'synset': 'cinch.n.02', 'name': 'cinch'}, {'id': 6564, 'synset': 'cinema.n.02', 'name': 'cinema'}, {'id': 6565, 'synset': 'cinquefoil.n.02', 'name': 'cinquefoil'}, {'id': 6566, 'synset': 'circle.n.08', 'name': 'circle'}, {'id': 6567, 'synset': 'circlet.n.02', 'name': 'circlet'}, {'id': 6568, 'synset': 'circuit.n.01', 'name': 'circuit'}, {'id': 6569, 'synset': 'circuit_board.n.01', 'name': 'circuit_board'}, {'id': 6570, 'synset': 'circuit_breaker.n.01', 'name': 'circuit_breaker'}, {'id': 6571, 'synset': 'circuitry.n.01', 'name': 'circuitry'}, {'id': 6572, 'synset': 'circular_plane.n.01', 'name': 'circular_plane'}, {'id': 6573, 'synset': 'circular_saw.n.01', 'name': 'circular_saw'}, {'id': 6574, 'synset': 'circus_tent.n.01', 'name': 'circus_tent'}, {'id': 6575, 'synset': 'cistern.n.03', 'name': 'cistern'}, {'id': 6576, 'synset': 'cittern.n.01', 'name': 'cittern'}, {'id': 6577, 'synset': 'city_hall.n.01', 'name': 'city_hall'}, {'id': 6578, 'synset': 'cityscape.n.02', 'name': 'cityscape'}, {'id': 6579, 'synset': 'city_university.n.01', 'name': 'city_university'}, {'id': 6580, 'synset': 'civies.n.01', 'name': 'civies'}, {'id': 6581, 'synset': 'civilian_clothing.n.01', 'name': 'civilian_clothing'}, {'id': 6582, 'synset': 'clack_valve.n.01', 'name': 'clack_valve'}, {'id': 6583, 'synset': 'clamp.n.01', 'name': 'clamp'}, {'id': 6584, 'synset': 'clamshell.n.02', 'name': 'clamshell'}, {'id': 6585, 'synset': 'clapper.n.03', 'name': 'clapper'}, {'id': 6586, 'synset': 'clapperboard.n.01', 'name': 'clapperboard'}, {'id': 6587, 'synset': 'clarence.n.01', 'name': 'clarence'}, {'id': 6588, 'synset': 'clark_cell.n.01', 'name': 'Clark_cell'}, {'id': 6589, 'synset': 'clasp_knife.n.01', 'name': 'clasp_knife'}, {'id': 6590, 'synset': 'classroom.n.01', 'name': 'classroom'}, {'id': 6591, 'synset': 'clavichord.n.01', 'name': 'clavichord'}, {'id': 6592, 'synset': 'clavier.n.02', 'name': 'clavier'}, {'id': 6593, 'synset': 'clay_pigeon.n.01', 'name': 'clay_pigeon'}, {'id': 6594, 'synset': 'claymore_mine.n.01', 'name': 'claymore_mine'}, {'id': 6595, 'synset': 'claymore.n.01', 'name': 'claymore'}, {'id': 6596, 'synset': 'cleaners.n.01', 'name': 'cleaners'}, {'id': 6597, 'synset': 'cleaning_implement.n.01', 'name': 'cleaning_implement'}, {'id': 6598, 'synset': 'cleaning_pad.n.01', 'name': 'cleaning_pad'}, {'id': 6599, 'synset': 'clean_room.n.01', 'name': 'clean_room'}, {'id': 6600, 'synset': 'clearway.n.01', 'name': 'clearway'}, {'id': 6601, 'synset': 'cleat.n.01', 'name': 'cleat'}, {'id': 6602, 'synset': 'cleats.n.01', 'name': 'cleats'}, {'id': 6603, 'synset': 'cleaver.n.01', 'name': 'cleaver'}, {'id': 6604, 'synset': 'clerestory.n.01', 'name': 'clerestory'}, {'id': 6605, 'synset': 'clevis.n.01', 'name': 'clevis'}, {'id': 6606, 'synset': 'clews.n.01', 'name': 'clews'}, {'id': 6607, 'synset': 'cliff_dwelling.n.01', 'name': 'cliff_dwelling'}, {'id': 6608, 'synset': 'climbing_frame.n.01', 'name': 'climbing_frame'}, {'id': 6609, 'synset': 'clinch.n.03', 'name': 'clinch'}, {'id': 6610, 'synset': 'clinch.n.02', 'name': 'clinch'}, {'id': 6611, 'synset': 'clincher.n.03', 'name': 'clincher'}, {'id': 6612, 'synset': 'clinic.n.03', 'name': 'clinic'}, {'id': 6613, 'synset': 'clinical_thermometer.n.01', 'name': 'clinical_thermometer'}, {'id': 6614, 'synset': 'clinker.n.02', 'name': 'clinker'}, {'id': 6615, 'synset': 'clinometer.n.01', 'name': 'clinometer'}, {'id': 6616, 'synset': 'clip_lead.n.01', 'name': 'clip_lead'}, {'id': 6617, 'synset': 'clip-on.n.01', 'name': 'clip-on'}, {'id': 6618, 'synset': 'clipper.n.04', 'name': 'clipper'}, {'id': 6619, 'synset': 'clipper.n.02', 'name': 'clipper'}, {'id': 6620, 'synset': 'cloak.n.01', 'name': 'cloak'}, {'id': 6621, 'synset': 'cloakroom.n.02', 'name': 'cloakroom'}, {'id': 6622, 'synset': 'cloche.n.02', 'name': 'cloche'}, {'id': 6623, 'synset': 'cloche.n.01', 'name': 'cloche'}, {'id': 6624, 'synset': 'clock_pendulum.n.01', 'name': 'clock_pendulum'}, {'id': 6625, 'synset': 'clock_radio.n.01', 'name': 'clock_radio'}, {'id': 6626, 'synset': 'clockwork.n.01', 'name': 'clockwork'}, {'id': 6627, 'synset': 'clog.n.01', 'name': 'clog'}, {'id': 6628, 'synset': 'cloisonne.n.01', 'name': 'cloisonne'}, {'id': 6629, 'synset': 'cloister.n.02', 'name': 'cloister'}, {'id': 6630, 'synset': 'closed_circuit.n.01', 'name': 'closed_circuit'}, {'id': 6631, 'synset': 'closed-circuit_television.n.01', 'name': 'closed-circuit_television'}, {'id': 6632, 'synset': 'closed_loop.n.01', 'name': 'closed_loop'}, {'id': 6633, 'synset': 'closet.n.04', 'name': 'closet'}, {'id': 6634, 'synset': 'closeup_lens.n.01', 'name': 'closeup_lens'}, {'id': 6635, 'synset': 'cloth_cap.n.01', 'name': 'cloth_cap'}, {'id': 6636, 'synset': 'cloth_covering.n.01', 'name': 'cloth_covering'}, {'id': 6637, 'synset': 'clothesbrush.n.01', 'name': 'clothesbrush'}, {'id': 6638, 'synset': 'clothes_closet.n.01', 'name': 'clothes_closet'}, {'id': 6639, 'synset': 'clothes_dryer.n.01', 'name': 'clothes_dryer'}, {'id': 6640, 'synset': 'clotheshorse.n.01', 'name': 'clotheshorse'}, {'id': 6641, 'synset': 'clothes_tree.n.01', 'name': 'clothes_tree'}, {'id': 6642, 'synset': 'clothing.n.01', 'name': 'clothing'}, {'id': 6643, 'synset': 'clothing_store.n.01', 'name': 'clothing_store'}, {'id': 6644, 'synset': 'clout_nail.n.01', 'name': 'clout_nail'}, {'id': 6645, 'synset': 'clove_hitch.n.01', 'name': 'clove_hitch'}, {'id': 6646, 'synset': 'club_car.n.01', 'name': 'club_car'}, {'id': 6647, 'synset': 'clubroom.n.01', 'name': 'clubroom'}, {'id': 6648, 'synset': 'cluster_bomb.n.01', 'name': 'cluster_bomb'}, {'id': 6649, 'synset': 'clutch.n.07', 'name': 'clutch'}, {'id': 6650, 'synset': 'clutch.n.06', 'name': 'clutch'}, {'id': 6651, 'synset': 'coach.n.04', 'name': 'coach'}, {'id': 6652, 'synset': 'coach_house.n.01', 'name': 'coach_house'}, {'id': 6653, 'synset': 'coal_car.n.01', 'name': 'coal_car'}, {'id': 6654, 'synset': 'coal_chute.n.01', 'name': 'coal_chute'}, {'id': 6655, 'synset': 'coal_house.n.01', 'name': 'coal_house'}, {'id': 6656, 'synset': 'coal_shovel.n.01', 'name': 'coal_shovel'}, {'id': 6657, 'synset': 'coaming.n.01', 'name': 'coaming'}, {'id': 6658, 'synset': 'coaster_brake.n.01', 'name': 'coaster_brake'}, {'id': 6659, 'synset': 'coat_button.n.01', 'name': 'coat_button'}, {'id': 6660, 'synset': 'coat_closet.n.01', 'name': 'coat_closet'}, {'id': 6661, 'synset': 'coatdress.n.01', 'name': 'coatdress'}, {'id': 6662, 'synset': 'coatee.n.01', 'name': 'coatee'}, {'id': 6663, 'synset': 'coating.n.01', 'name': 'coating'}, {'id': 6664, 'synset': 'coating.n.03', 'name': 'coating'}, {'id': 6665, 'synset': 'coat_of_paint.n.01', 'name': 'coat_of_paint'}, {'id': 6666, 'synset': 'coattail.n.01', 'name': 'coattail'}, {'id': 6667, 'synset': 'coaxial_cable.n.01', 'name': 'coaxial_cable'}, {'id': 6668, 'synset': 'cobweb.n.03', 'name': 'cobweb'}, {'id': 6669, 'synset': 'cobweb.n.01', 'name': 'cobweb'}, {'id': 6670, 'synset': 'cockcroft_and_walton_accelerator.n.01', 'name': 'Cockcroft_and_Walton_accelerator'}, {'id': 6671, 'synset': 'cocked_hat.n.01', 'name': 'cocked_hat'}, {'id': 6672, 'synset': 'cockhorse.n.01', 'name': 'cockhorse'}, {'id': 6673, 'synset': 'cockleshell.n.01', 'name': 'cockleshell'}, {'id': 6674, 'synset': 'cockpit.n.01', 'name': 'cockpit'}, {'id': 6675, 'synset': 'cockpit.n.03', 'name': 'cockpit'}, {'id': 6676, 'synset': 'cockpit.n.02', 'name': 'cockpit'}, {'id': 6677, 'synset': 'cockscomb.n.03', 'name': 'cockscomb'}, {'id': 6678, 'synset': 'cocktail_dress.n.01', 'name': 'cocktail_dress'}, {'id': 6679, 'synset': 'cocktail_lounge.n.01', 'name': 'cocktail_lounge'}, {'id': 6680, 'synset': 'cocktail_shaker.n.01', 'name': 'cocktail_shaker'}, {'id': 6681, 'synset': 'cocotte.n.02', 'name': 'cocotte'}, {'id': 6682, 'synset': 'codpiece.n.01', 'name': 'codpiece'}, {'id': 6683, 'synset': 'coelostat.n.01', 'name': 'coelostat'}, {'id': 6684, 'synset': 'coffee_can.n.01', 'name': 'coffee_can'}, {'id': 6685, 'synset': 'coffee_cup.n.01', 'name': 'coffee_cup'}, {'id': 6686, 'synset': 'coffee_filter.n.01', 'name': 'coffee_filter'}, {'id': 6687, 'synset': 'coffee_mill.n.01', 'name': 'coffee_mill'}, {'id': 6688, 'synset': 'coffee_mug.n.01', 'name': 'coffee_mug'}, {'id': 6689, 'synset': 'coffee_stall.n.01', 'name': 'coffee_stall'}, {'id': 6690, 'synset': 'coffee_urn.n.01', 'name': 'coffee_urn'}, {'id': 6691, 'synset': 'coffer.n.02', 'name': 'coffer'}, {'id': 6692, 'synset': 'coffey_still.n.01', 'name': 'Coffey_still'}, {'id': 6693, 'synset': 'coffin.n.01', 'name': 'coffin'}, {'id': 6694, 'synset': 'cog.n.02', 'name': 'cog'}, {'id': 6695, 'synset': 'coif.n.02', 'name': 'coif'}, {'id': 6696, 'synset': 'coil.n.01', 'name': 'coil'}, {'id': 6697, 'synset': 'coil.n.06', 'name': 'coil'}, {'id': 6698, 'synset': 'coil.n.03', 'name': 'coil'}, {'id': 6699, 'synset': 'coil_spring.n.01', 'name': 'coil_spring'}, {'id': 6700, 'synset': 'coin_box.n.01', 'name': 'coin_box'}, {'id': 6701, 'synset': 'cold_cathode.n.01', 'name': 'cold_cathode'}, {'id': 6702, 'synset': 'cold_chisel.n.01', 'name': 'cold_chisel'}, {'id': 6703, 'synset': 'cold_cream.n.01', 'name': 'cold_cream'}, {'id': 6704, 'synset': 'cold_frame.n.01', 'name': 'cold_frame'}, {'id': 6705, 'synset': 'collar.n.01', 'name': 'collar'}, {'id': 6706, 'synset': 'collar.n.03', 'name': 'collar'}, {'id': 6707, 'synset': 'college.n.03', 'name': 'college'}, {'id': 6708, 'synset': 'collet.n.02', 'name': 'collet'}, {'id': 6709, 'synset': 'collider.n.01', 'name': 'collider'}, {'id': 6710, 'synset': 'colliery.n.01', 'name': 'colliery'}, {'id': 6711, 'synset': 'collimator.n.02', 'name': 'collimator'}, {'id': 6712, 'synset': 'collimator.n.01', 'name': 'collimator'}, {'id': 6713, 'synset': 'cologne.n.02', 'name': 'cologne'}, {'id': 6714, 'synset': 'colonnade.n.01', 'name': 'colonnade'}, {'id': 6715, 'synset': 'colonoscope.n.01', 'name': 'colonoscope'}, {'id': 6716, 'synset': 'colorimeter.n.01', 'name': 'colorimeter'}, {'id': 6717, 'synset': 'colors.n.02', 'name': 'colors'}, {'id': 6718, 'synset': 'color_television.n.01', 'name': 'color_television'}, {'id': 6719, 'synset': 'color_tube.n.01', 'name': 'color_tube'}, {'id': 6720, 'synset': 'color_wash.n.01', 'name': 'color_wash'}, {'id': 6721, 'synset': 'colt.n.02', 'name': 'Colt'}, {'id': 6722, 'synset': 'colter.n.01', 'name': 'colter'}, {'id': 6723, 'synset': 'columbarium.n.03', 'name': 'columbarium'}, {'id': 6724, 'synset': 'columbarium.n.02', 'name': 'columbarium'}, {'id': 6725, 'synset': 'column.n.07', 'name': 'column'}, {'id': 6726, 'synset': 'column.n.06', 'name': 'column'}, {'id': 6727, 'synset': 'comb.n.01', 'name': 'comb'}, {'id': 6728, 'synset': 'comb.n.03', 'name': 'comb'}, {'id': 6729, 'synset': 'comber.n.03', 'name': 'comber'}, {'id': 6730, 'synset': 'combination_plane.n.01', 'name': 'combination_plane'}, {'id': 6731, 'synset': 'combine.n.01', 'name': 'combine'}, {'id': 6732, 'synset': 'command_module.n.01', 'name': 'command_module'}, {'id': 6733, 'synset': 'commissary.n.01', 'name': 'commissary'}, {'id': 6734, 'synset': 'commissary.n.02', 'name': 'commissary'}, {'id': 6735, 'synset': 'commodity.n.01', 'name': 'commodity'}, {'id': 6736, 'synset': 'common_ax.n.01', 'name': 'common_ax'}, {'id': 6737, 'synset': 'common_room.n.01', 'name': 'common_room'}, {'id': 6738, 'synset': 'communications_satellite.n.01', 'name': 'communications_satellite'}, {'id': 6739, 'synset': 'communication_system.n.01', 'name': 'communication_system'}, {'id': 6740, 'synset': 'community_center.n.01', 'name': 'community_center'}, {'id': 6741, 'synset': 'commutator.n.01', 'name': 'commutator'}, {'id': 6742, 'synset': 'commuter.n.01', 'name': 'commuter'}, {'id': 6743, 'synset': 'compact.n.01', 'name': 'compact'}, {'id': 6744, 'synset': 'compact.n.03', 'name': 'compact'}, {'id': 6745, 'synset': 'compact_disk.n.01', 'name': 'compact_disk'}, {'id': 6746, 'synset': 'compact-disk_burner.n.01', 'name': 'compact-disk_burner'}, {'id': 6747, 'synset': 'companionway.n.01', 'name': 'companionway'}, {'id': 6748, 'synset': 'compartment.n.02', 'name': 'compartment'}, {'id': 6749, 'synset': 'compartment.n.01', 'name': 'compartment'}, {'id': 6750, 'synset': 'compass.n.04', 'name': 'compass'}, {'id': 6751, 'synset': 'compass_card.n.01', 'name': 'compass_card'}, {'id': 6752, 'synset': 'compass_saw.n.01', 'name': 'compass_saw'}, {'id': 6753, 'synset': 'compound.n.03', 'name': 'compound'}, {'id': 6754, 'synset': 'compound_lens.n.01', 'name': 'compound_lens'}, {'id': 6755, 'synset': 'compound_lever.n.01', 'name': 'compound_lever'}, {'id': 6756, 'synset': 'compound_microscope.n.01', 'name': 'compound_microscope'}, {'id': 6757, 'synset': 'compress.n.01', 'name': 'compress'}, {'id': 6758, 'synset': 'compression_bandage.n.01', 'name': 'compression_bandage'}, {'id': 6759, 'synset': 'compressor.n.01', 'name': 'compressor'}, {'id': 6760, 'synset': 'computer.n.01', 'name': 'computer'}, {'id': 6761, 'synset': 'computer_circuit.n.01', 'name': 'computer_circuit'}, {'id': 6762, 'synset': 'computerized_axial_tomography_scanner.n.01', 'name': 'computerized_axial_tomography_scanner'}, {'id': 6763, 'synset': 'computer_monitor.n.01', 'name': 'computer_monitor'}, {'id': 6764, 'synset': 'computer_network.n.01', 'name': 'computer_network'}, {'id': 6765, 'synset': 'computer_screen.n.01', 'name': 'computer_screen'}, {'id': 6766, 'synset': 'computer_store.n.01', 'name': 'computer_store'}, {'id': 6767, 'synset': 'computer_system.n.01', 'name': 'computer_system'}, {'id': 6768, 'synset': 'concentration_camp.n.01', 'name': 'concentration_camp'}, {'id': 6769, 'synset': 'concert_grand.n.01', 'name': 'concert_grand'}, {'id': 6770, 'synset': 'concert_hall.n.01', 'name': 'concert_hall'}, {'id': 6771, 'synset': 'concertina.n.02', 'name': 'concertina'}, {'id': 6772, 'synset': 'concertina.n.01', 'name': 'concertina'}, {'id': 6773, 'synset': 'concrete_mixer.n.01', 'name': 'concrete_mixer'}, {'id': 6774, 'synset': 'condensation_pump.n.01', 'name': 'condensation_pump'}, {'id': 6775, 'synset': 'condenser.n.04', 'name': 'condenser'}, {'id': 6776, 'synset': 'condenser.n.03', 'name': 'condenser'}, {'id': 6777, 'synset': 'condenser.n.02', 'name': 'condenser'}, {'id': 6778, 'synset': 'condenser_microphone.n.01', 'name': 'condenser_microphone'}, {'id': 6779, 'synset': 'condominium.n.02', 'name': 'condominium'}, {'id': 6780, 'synset': 'condominium.n.01', 'name': 'condominium'}, {'id': 6781, 'synset': 'conductor.n.04', 'name': 'conductor'}, {'id': 6782, 'synset': 'cone_clutch.n.01', 'name': 'cone_clutch'}, {'id': 6783, 'synset': 'confectionery.n.02', 'name': 'confectionery'}, {'id': 6784, 'synset': 'conference_center.n.01', 'name': 'conference_center'}, {'id': 6785, 'synset': 'conference_room.n.01', 'name': 'conference_room'}, {'id': 6786, 'synset': 'conference_table.n.01', 'name': 'conference_table'}, {'id': 6787, 'synset': 'confessional.n.01', 'name': 'confessional'}, {'id': 6788, 'synset': 'conformal_projection.n.01', 'name': 'conformal_projection'}, {'id': 6789, 'synset': 'congress_boot.n.01', 'name': 'congress_boot'}, {'id': 6790, 'synset': 'conic_projection.n.01', 'name': 'conic_projection'}, {'id': 6791, 'synset': 'connecting_rod.n.01', 'name': 'connecting_rod'}, {'id': 6792, 'synset': 'connecting_room.n.01', 'name': 'connecting_room'}, {'id': 6793, 'synset': 'connection.n.03', 'name': 'connection'}, {'id': 6794, 'synset': 'conning_tower.n.02', 'name': 'conning_tower'}, {'id': 6795, 'synset': 'conning_tower.n.01', 'name': 'conning_tower'}, {'id': 6796, 'synset': 'conservatory.n.03', 'name': 'conservatory'}, {'id': 6797, 'synset': 'conservatory.n.02', 'name': 'conservatory'}, {'id': 6798, 'synset': 'console.n.03', 'name': 'console'}, {'id': 6799, 'synset': 'console.n.02', 'name': 'console'}, {'id': 6800, 'synset': 'console_table.n.01', 'name': 'console_table'}, {'id': 6801, 'synset': 'consulate.n.01', 'name': 'consulate'}, {'id': 6802, 'synset': 'contact.n.07', 'name': 'contact'}, {'id': 6803, 'synset': 'contact.n.09', 'name': 'contact'}, {'id': 6804, 'synset': 'container.n.01', 'name': 'container'}, {'id': 6805, 'synset': 'container_ship.n.01', 'name': 'container_ship'}, {'id': 6806, 'synset': 'containment.n.02', 'name': 'containment'}, {'id': 6807, 'synset': 'contrabassoon.n.01', 'name': 'contrabassoon'}, {'id': 6808, 'synset': 'control_center.n.01', 'name': 'control_center'}, {'id': 6809, 'synset': 'control_circuit.n.01', 'name': 'control_circuit'}, {'id': 6810, 'synset': 'control_key.n.01', 'name': 'control_key'}, {'id': 6811, 'synset': 'control_panel.n.01', 'name': 'control_panel'}, {'id': 6812, 'synset': 'control_rod.n.01', 'name': 'control_rod'}, {'id': 6813, 'synset': 'control_room.n.01', 'name': 'control_room'}, {'id': 6814, 'synset': 'control_system.n.01', 'name': 'control_system'}, {'id': 6815, 'synset': 'control_tower.n.01', 'name': 'control_tower'}, {'id': 6816, 'synset': 'convector.n.01', 'name': 'convector'}, {'id': 6817, 'synset': 'convenience_store.n.01', 'name': 'convenience_store'}, {'id': 6818, 'synset': 'convent.n.01', 'name': 'convent'}, {'id': 6819, 'synset': 'conventicle.n.02', 'name': 'conventicle'}, {'id': 6820, 'synset': 'converging_lens.n.01', 'name': 'converging_lens'}, {'id': 6821, 'synset': 'converter.n.01', 'name': 'converter'}, {'id': 6822, 'synset': 'conveyance.n.03', 'name': 'conveyance'}, {'id': 6823, 'synset': 'conveyer_belt.n.01', 'name': 'conveyer_belt'}, {'id': 6824, 'synset': 'cookfire.n.01', 'name': 'cookfire'}, {'id': 6825, 'synset': 'cookhouse.n.02', 'name': 'cookhouse'}, {'id': 6826, 'synset': 'cookie_cutter.n.01', 'name': 'cookie_cutter'}, {'id': 6827, 'synset': 'cookie_jar.n.01', 'name': 'cookie_jar'}, {'id': 6828, 'synset': 'cookie_sheet.n.01', 'name': 'cookie_sheet'}, {'id': 6829, 'synset': 'cookstove.n.01', 'name': 'cookstove'}, {'id': 6830, 'synset': 'coolant_system.n.01', 'name': 'coolant_system'}, {'id': 6831, 'synset': 'cooling_system.n.02', 'name': 'cooling_system'}, {'id': 6832, 'synset': 'cooling_system.n.01', 'name': 'cooling_system'}, {'id': 6833, 'synset': 'cooling_tower.n.01', 'name': 'cooling_tower'}, {'id': 6834, 'synset': 'coonskin_cap.n.01', 'name': 'coonskin_cap'}, {'id': 6835, 'synset': 'cope.n.02', 'name': 'cope'}, {'id': 6836, 'synset': 'coping_saw.n.01', 'name': 'coping_saw'}, {'id': 6837, 'synset': 'copperware.n.01', 'name': 'copperware'}, {'id': 6838, 'synset': 'copyholder.n.01', 'name': 'copyholder'}, {'id': 6839, 'synset': 'coquille.n.02', 'name': 'coquille'}, {'id': 6840, 'synset': 'coracle.n.01', 'name': 'coracle'}, {'id': 6841, 'synset': 'corbel.n.01', 'name': 'corbel'}, {'id': 6842, 'synset': 'corbel_arch.n.01', 'name': 'corbel_arch'}, {'id': 6843, 'synset': 'corbel_step.n.01', 'name': 'corbel_step'}, {'id': 6844, 'synset': 'corbie_gable.n.01', 'name': 'corbie_gable'}, {'id': 6845, 'synset': 'cord.n.04', 'name': 'cord'}, {'id': 6846, 'synset': 'cord.n.03', 'name': 'cord'}, {'id': 6847, 'synset': 'cordage.n.02', 'name': 'cordage'}, {'id': 6848, 'synset': 'cords.n.01', 'name': 'cords'}, {'id': 6849, 'synset': 'core.n.10', 'name': 'core'}, {'id': 6850, 'synset': 'core_bit.n.01', 'name': 'core_bit'}, {'id': 6851, 'synset': 'core_drill.n.01', 'name': 'core_drill'}, {'id': 6852, 'synset': 'corer.n.01', 'name': 'corer'}, {'id': 6853, 'synset': 'corker.n.02', 'name': 'corker'}, {'id': 6854, 'synset': 'corncrib.n.01', 'name': 'corncrib'}, {'id': 6855, 'synset': 'corner.n.11', 'name': 'corner'}, {'id': 6856, 'synset': 'corner.n.03', 'name': 'corner'}, {'id': 6857, 'synset': 'corner_post.n.01', 'name': 'corner_post'}, {'id': 6858, 'synset': 'cornice.n.03', 'name': 'cornice'}, {'id': 6859, 'synset': 'cornice.n.02', 'name': 'cornice'}, {'id': 6860, 'synset': 'correctional_institution.n.01', 'name': 'correctional_institution'}, {'id': 6861, 'synset': 'corrugated_fastener.n.01', 'name': 'corrugated_fastener'}, {'id': 6862, 'synset': 'corselet.n.01', 'name': 'corselet'}, {'id': 6863, 'synset': 'cosmetic.n.01', 'name': 'cosmetic'}, {'id': 6864, 'synset': 'cosmotron.n.01', 'name': 'cosmotron'}, {'id': 6865, 'synset': 'costume.n.01', 'name': 'costume'}, {'id': 6866, 'synset': 'costume.n.02', 'name': 'costume'}, {'id': 6867, 'synset': 'costume.n.03', 'name': 'costume'}, {'id': 6868, 'synset': 'cosy.n.01', 'name': 'cosy'}, {'id': 6869, 'synset': 'cot.n.03', 'name': 'cot'}, {'id': 6870, 'synset': 'cottage_tent.n.01', 'name': 'cottage_tent'}, {'id': 6871, 'synset': 'cotter.n.03', 'name': 'cotter'}, {'id': 6872, 'synset': 'cotter_pin.n.01', 'name': 'cotter_pin'}, {'id': 6873, 'synset': 'cotton.n.02', 'name': 'cotton'}, {'id': 6874, 'synset': 'cotton_flannel.n.01', 'name': 'cotton_flannel'}, {'id': 6875, 'synset': 'cotton_mill.n.01', 'name': 'cotton_mill'}, {'id': 6876, 'synset': 'couch.n.03', 'name': 'couch'}, {'id': 6877, 'synset': 'couch.n.02', 'name': 'couch'}, {'id': 6878, 'synset': 'couchette.n.01', 'name': 'couchette'}, {'id': 6879, 'synset': 'coude_telescope.n.01', 'name': 'coude_telescope'}, {'id': 6880, 'synset': 'counter.n.01', 'name': 'counter'}, {'id': 6881, 'synset': 'counter.n.03', 'name': 'counter'}, {'id': 6882, 'synset': 'counter.n.02', 'name': 'counter'}, {'id': 6883, 'synset': 'counterbore.n.01', 'name': 'counterbore'}, {'id': 6884, 'synset': 'counter_tube.n.01', 'name': 'counter_tube'}, {'id': 6885, 'synset': 'country_house.n.01', 'name': 'country_house'}, {'id': 6886, 'synset': 'country_store.n.01', 'name': 'country_store'}, {'id': 6887, 'synset': 'coupe.n.01', 'name': 'coupe'}, {'id': 6888, 'synset': 'coupling.n.02', 'name': 'coupling'}, {'id': 6889, 'synset': 'court.n.10', 'name': 'court'}, {'id': 6890, 'synset': 'court.n.04', 'name': 'court'}, {'id': 6891, 'synset': 'court.n.02', 'name': 'court'}, {'id': 6892, 'synset': 'court.n.09', 'name': 'court'}, {'id': 6893, 'synset': 'courtelle.n.01', 'name': 'Courtelle'}, {'id': 6894, 'synset': 'courthouse.n.02', 'name': 'courthouse'}, {'id': 6895, 'synset': 'courthouse.n.01', 'name': 'courthouse'}, {'id': 6896, 'synset': 'covered_bridge.n.01', 'name': 'covered_bridge'}, {'id': 6897, 'synset': 'covered_couch.n.01', 'name': 'covered_couch'}, {'id': 6898, 'synset': 'covered_wagon.n.01', 'name': 'covered_wagon'}, {'id': 6899, 'synset': 'covering.n.02', 'name': 'covering'}, {'id': 6900, 'synset': 'coverlet.n.01', 'name': 'coverlet'}, {'id': 6901, 'synset': 'cover_plate.n.01', 'name': 'cover_plate'}, {'id': 6902, 'synset': 'cowbarn.n.01', 'name': 'cowbarn'}, {'id': 6903, 'synset': 'cowboy_boot.n.01', 'name': 'cowboy_boot'}, {'id': 6904, 'synset': 'cowhide.n.03', 'name': 'cowhide'}, {'id': 6905, 'synset': 'cowl.n.02', 'name': 'cowl'}, {'id': 6906, 'synset': 'cow_pen.n.01', 'name': 'cow_pen'}, {'id': 6907, 'synset': 'cpu_board.n.01', 'name': 'CPU_board'}, {'id': 6908, 'synset': 'crackle.n.02', 'name': 'crackle'}, {'id': 6909, 'synset': 'cradle.n.01', 'name': 'cradle'}, {'id': 6910, 'synset': 'craft.n.02', 'name': 'craft'}, {'id': 6911, 'synset': 'cramp.n.03', 'name': 'cramp'}, {'id': 6912, 'synset': 'crampon.n.02', 'name': 'crampon'}, {'id': 6913, 'synset': 'crampon.n.01', 'name': 'crampon'}, {'id': 6914, 'synset': 'crane.n.04', 'name': 'crane'}, {'id': 6915, 'synset': 'craniometer.n.01', 'name': 'craniometer'}, {'id': 6916, 'synset': 'crank.n.04', 'name': 'crank'}, {'id': 6917, 'synset': 'crankcase.n.01', 'name': 'crankcase'}, {'id': 6918, 'synset': 'crankshaft.n.01', 'name': 'crankshaft'}, {'id': 6919, 'synset': 'crash_barrier.n.01', 'name': 'crash_barrier'}, {'id': 6920, 'synset': 'crash_helmet.n.01', 'name': 'crash_helmet'}, {'id': 6921, 'synset': 'cravat.n.01', 'name': 'cravat'}, {'id': 6922, 'synset': 'crazy_quilt.n.01', 'name': 'crazy_quilt'}, {'id': 6923, 'synset': 'cream.n.03', 'name': 'cream'}, {'id': 6924, 'synset': 'creche.n.01', 'name': 'creche'}, {'id': 6925, 'synset': 'creche.n.02', 'name': 'creche'}, {'id': 6926, 'synset': 'credenza.n.01', 'name': 'credenza'}, {'id': 6927, 'synset': 'creel.n.01', 'name': 'creel'}, {'id': 6928, 'synset': 'crematory.n.02', 'name': 'crematory'}, {'id': 6929, 'synset': 'crematory.n.01', 'name': 'crematory'}, {'id': 6930, 'synset': 'crepe.n.03', 'name': 'crepe'}, {'id': 6931, 'synset': 'crepe_de_chine.n.01', 'name': 'crepe_de_Chine'}, {'id': 6932, 'synset': 'crescent_wrench.n.01', 'name': 'crescent_wrench'}, {'id': 6933, 'synset': 'cretonne.n.01', 'name': 'cretonne'}, {'id': 6934, 'synset': 'crib.n.03', 'name': 'crib'}, {'id': 6935, 'synset': 'cricket_ball.n.01', 'name': 'cricket_ball'}, {'id': 6936, 'synset': 'cricket_bat.n.01', 'name': 'cricket_bat'}, {'id': 6937, 'synset': 'cricket_equipment.n.01', 'name': 'cricket_equipment'}, {'id': 6938, 'synset': 'cringle.n.01', 'name': 'cringle'}, {'id': 6939, 'synset': 'crinoline.n.03', 'name': 'crinoline'}, {'id': 6940, 'synset': 'crinoline.n.02', 'name': 'crinoline'}, {'id': 6941, 'synset': 'crochet_needle.n.01', 'name': 'crochet_needle'}, {'id': 6942, 'synset': 'crock_pot.n.01', 'name': 'Crock_Pot'}, {'id': 6943, 'synset': 'crook.n.03', 'name': 'crook'}, {'id': 6944, 'synset': 'crookes_radiometer.n.01', 'name': 'Crookes_radiometer'}, {'id': 6945, 'synset': 'crookes_tube.n.01', 'name': 'Crookes_tube'}, {'id': 6946, 'synset': 'croquet_ball.n.01', 'name': 'croquet_ball'}, {'id': 6947, 'synset': 'croquet_equipment.n.01', 'name': 'croquet_equipment'}, {'id': 6948, 'synset': 'croquet_mallet.n.01', 'name': 'croquet_mallet'}, {'id': 6949, 'synset': 'cross.n.01', 'name': 'cross'}, {'id': 6950, 'synset': 'crossbar.n.03', 'name': 'crossbar'}, {'id': 6951, 'synset': 'crossbar.n.02', 'name': 'crossbar'}, {'id': 6952, 'synset': 'crossbench.n.01', 'name': 'crossbench'}, {'id': 6953, 'synset': 'cross_bit.n.01', 'name': 'cross_bit'}, {'id': 6954, 'synset': 'crossbow.n.01', 'name': 'crossbow'}, {'id': 6955, 'synset': 'crosscut_saw.n.01', 'name': 'crosscut_saw'}, {'id': 6956, 'synset': 'crossjack.n.01', 'name': 'crossjack'}, {'id': 6957, 'synset': 'crosspiece.n.02', 'name': 'crosspiece'}, {'id': 6958, 'synset': 'crotchet.n.04', 'name': 'crotchet'}, {'id': 6959, 'synset': "croupier's_rake.n.01", 'name': "croupier's_rake"}, {'id': 6960, 'synset': 'crown.n.11', 'name': 'crown'}, {'id': 6961, 'synset': 'crown_jewels.n.01', 'name': 'crown_jewels'}, {'id': 6962, 'synset': 'crown_lens.n.01', 'name': 'crown_lens'}, {'id': 6963, 'synset': "crow's_nest.n.01", 'name': "crow's_nest"}, {'id': 6964, 'synset': 'crucible.n.01', 'name': 'crucible'}, {'id': 6965, 'synset': 'cruet.n.01', 'name': 'cruet'}, {'id': 6966, 'synset': 'cruet-stand.n.01', 'name': 'cruet-stand'}, {'id': 6967, 'synset': 'cruise_control.n.01', 'name': 'cruise_control'}, {'id': 6968, 'synset': 'cruise_missile.n.01', 'name': 'cruise_missile'}, {'id': 6969, 'synset': 'cruiser.n.02', 'name': 'cruiser'}, {'id': 6970, 'synset': 'crupper.n.01', 'name': 'crupper'}, {'id': 6971, 'synset': 'cruse.n.01', 'name': 'cruse'}, {'id': 6972, 'synset': 'crusher.n.01', 'name': 'crusher'}, {'id': 6973, 'synset': 'cryometer.n.01', 'name': 'cryometer'}, {'id': 6974, 'synset': 'cryoscope.n.01', 'name': 'cryoscope'}, {'id': 6975, 'synset': 'cryostat.n.01', 'name': 'cryostat'}, {'id': 6976, 'synset': 'crypt.n.01', 'name': 'crypt'}, {'id': 6977, 'synset': 'crystal.n.06', 'name': 'crystal'}, {'id': 6978, 'synset': 'crystal_detector.n.01', 'name': 'crystal_detector'}, {'id': 6979, 'synset': 'crystal_microphone.n.01', 'name': 'crystal_microphone'}, {'id': 6980, 'synset': 'crystal_oscillator.n.01', 'name': 'crystal_oscillator'}, {'id': 6981, 'synset': 'crystal_set.n.01', 'name': 'crystal_set'}, {'id': 6982, 'synset': 'cubitiere.n.01', 'name': 'cubitiere'}, {'id': 6983, 'synset': 'cucking_stool.n.01', 'name': 'cucking_stool'}, {'id': 6984, 'synset': 'cuckoo_clock.n.01', 'name': 'cuckoo_clock'}, {'id': 6985, 'synset': 'cuddy.n.01', 'name': 'cuddy'}, {'id': 6986, 'synset': 'cudgel.n.01', 'name': 'cudgel'}, {'id': 6987, 'synset': 'cue.n.04', 'name': 'cue'}, {'id': 6988, 'synset': 'cue_ball.n.01', 'name': 'cue_ball'}, {'id': 6989, 'synset': 'cuff.n.01', 'name': 'cuff'}, {'id': 6990, 'synset': 'cuirass.n.01', 'name': 'cuirass'}, {'id': 6991, 'synset': 'cuisse.n.01', 'name': 'cuisse'}, {'id': 6992, 'synset': 'cul.n.01', 'name': 'cul'}, {'id': 6993, 'synset': 'culdoscope.n.01', 'name': 'culdoscope'}, {'id': 6994, 'synset': 'cullis.n.01', 'name': 'cullis'}, {'id': 6995, 'synset': 'culotte.n.01', 'name': 'culotte'}, {'id': 6996, 'synset': 'cultivator.n.02', 'name': 'cultivator'}, {'id': 6997, 'synset': 'culverin.n.02', 'name': 'culverin'}, {'id': 6998, 'synset': 'culverin.n.01', 'name': 'culverin'}, {'id': 6999, 'synset': 'culvert.n.01', 'name': 'culvert'}, {'id': 7000, 'synset': 'cup_hook.n.01', 'name': 'cup_hook'}, {'id': 7001, 'synset': 'cupola.n.02', 'name': 'cupola'}, {'id': 7002, 'synset': 'cupola.n.01', 'name': 'cupola'}, {'id': 7003, 'synset': 'curb.n.02', 'name': 'curb'}, {'id': 7004, 'synset': 'curb_roof.n.01', 'name': 'curb_roof'}, {'id': 7005, 'synset': 'curbstone.n.01', 'name': 'curbstone'}, {'id': 7006, 'synset': 'curette.n.01', 'name': 'curette'}, {'id': 7007, 'synset': 'currycomb.n.01', 'name': 'currycomb'}, {'id': 7008, 'synset': 'cursor.n.01', 'name': 'cursor'}, {'id': 7009, 'synset': 'customhouse.n.01', 'name': 'customhouse'}, {'id': 7010, 'synset': 'cutaway.n.01', 'name': 'cutaway'}, {'id': 7011, 'synset': 'cutlas.n.01', 'name': 'cutlas'}, {'id': 7012, 'synset': 'cutoff.n.03', 'name': 'cutoff'}, {'id': 7013, 'synset': 'cutout.n.01', 'name': 'cutout'}, {'id': 7014, 'synset': 'cutter.n.06', 'name': 'cutter'}, {'id': 7015, 'synset': 'cutter.n.05', 'name': 'cutter'}, {'id': 7016, 'synset': 'cutting_implement.n.01', 'name': 'cutting_implement'}, {'id': 7017, 'synset': 'cutting_room.n.01', 'name': 'cutting_room'}, {'id': 7018, 'synset': 'cutty_stool.n.01', 'name': 'cutty_stool'}, {'id': 7019, 'synset': 'cutwork.n.01', 'name': 'cutwork'}, {'id': 7020, 'synset': 'cybercafe.n.01', 'name': 'cybercafe'}, {'id': 7021, 'synset': 'cyclopean_masonry.n.01', 'name': 'cyclopean_masonry'}, {'id': 7022, 'synset': 'cyclostyle.n.01', 'name': 'cyclostyle'}, {'id': 7023, 'synset': 'cyclotron.n.01', 'name': 'cyclotron'}, {'id': 7024, 'synset': 'cylinder.n.03', 'name': 'cylinder'}, {'id': 7025, 'synset': 'cylinder_lock.n.01', 'name': 'cylinder_lock'}, {'id': 7026, 'synset': 'dacha.n.01', 'name': 'dacha'}, {'id': 7027, 'synset': 'dacron.n.01', 'name': 'Dacron'}, {'id': 7028, 'synset': 'dado.n.02', 'name': 'dado'}, {'id': 7029, 'synset': 'dado_plane.n.01', 'name': 'dado_plane'}, {'id': 7030, 'synset': 'dairy.n.01', 'name': 'dairy'}, {'id': 7031, 'synset': 'dais.n.01', 'name': 'dais'}, {'id': 7032, 'synset': 'daisy_print_wheel.n.01', 'name': 'daisy_print_wheel'}, {'id': 7033, 'synset': 'daisywheel_printer.n.01', 'name': 'daisywheel_printer'}, {'id': 7034, 'synset': 'dam.n.01', 'name': 'dam'}, {'id': 7035, 'synset': 'damask.n.02', 'name': 'damask'}, {'id': 7036, 'synset': 'dampener.n.01', 'name': 'dampener'}, {'id': 7037, 'synset': 'damper.n.02', 'name': 'damper'}, {'id': 7038, 'synset': 'damper_block.n.01', 'name': 'damper_block'}, {'id': 7039, 'synset': 'dark_lantern.n.01', 'name': 'dark_lantern'}, {'id': 7040, 'synset': 'darkroom.n.01', 'name': 'darkroom'}, {'id': 7041, 'synset': 'darning_needle.n.01', 'name': 'darning_needle'}, {'id': 7042, 'synset': 'dart.n.02', 'name': 'dart'}, {'id': 7043, 'synset': 'dart.n.01', 'name': 'dart'}, {'id': 7044, 'synset': 'dashboard.n.02', 'name': 'dashboard'}, {'id': 7045, 'synset': 'dashiki.n.01', 'name': 'dashiki'}, {'id': 7046, 'synset': 'dash-pot.n.01', 'name': 'dash-pot'}, {'id': 7047, 'synset': 'data_converter.n.01', 'name': 'data_converter'}, {'id': 7048, 'synset': 'data_input_device.n.01', 'name': 'data_input_device'}, {'id': 7049, 'synset': 'data_multiplexer.n.01', 'name': 'data_multiplexer'}, {'id': 7050, 'synset': 'data_system.n.01', 'name': 'data_system'}, {'id': 7051, 'synset': 'davenport.n.03', 'name': 'davenport'}, {'id': 7052, 'synset': 'davenport.n.02', 'name': 'davenport'}, {'id': 7053, 'synset': 'davit.n.01', 'name': 'davit'}, {'id': 7054, 'synset': 'daybed.n.01', 'name': 'daybed'}, {'id': 7055, 'synset': 'daybook.n.02', 'name': 'daybook'}, {'id': 7056, 'synset': 'day_nursery.n.01', 'name': 'day_nursery'}, {'id': 7057, 'synset': 'day_school.n.03', 'name': 'day_school'}, {'id': 7058, 'synset': 'dead_axle.n.01', 'name': 'dead_axle'}, {'id': 7059, 'synset': 'deadeye.n.02', 'name': 'deadeye'}, {'id': 7060, 'synset': 'deadhead.n.02', 'name': 'deadhead'}, {'id': 7061, 'synset': 'deanery.n.01', 'name': 'deanery'}, {'id': 7062, 'synset': 'deathbed.n.02', 'name': 'deathbed'}, {'id': 7063, 'synset': 'death_camp.n.01', 'name': 'death_camp'}, {'id': 7064, 'synset': 'death_house.n.01', 'name': 'death_house'}, {'id': 7065, 'synset': 'death_knell.n.02', 'name': 'death_knell'}, {'id': 7066, 'synset': 'death_seat.n.01', 'name': 'death_seat'}, {'id': 7067, 'synset': 'deck.n.02', 'name': 'deck'}, {'id': 7068, 'synset': 'deck.n.04', 'name': 'deck'}, {'id': 7069, 'synset': 'deck-house.n.01', 'name': 'deck-house'}, {'id': 7070, 'synset': 'deckle.n.02', 'name': 'deckle'}, {'id': 7071, 'synset': 'deckle_edge.n.01', 'name': 'deckle_edge'}, {'id': 7072, 'synset': 'declinometer.n.01', 'name': 'declinometer'}, {'id': 7073, 'synset': 'decoder.n.02', 'name': 'decoder'}, {'id': 7074, 'synset': 'decolletage.n.01', 'name': 'decolletage'}, {'id': 7075, 'synset': 'decoupage.n.01', 'name': 'decoupage'}, {'id': 7076, 'synset': 'dedicated_file_server.n.01', 'name': 'dedicated_file_server'}, {'id': 7077, 'synset': 'deep-freeze.n.01', 'name': 'deep-freeze'}, {'id': 7078, 'synset': 'deerstalker.n.01', 'name': 'deerstalker'}, {'id': 7079, 'synset': 'defense_system.n.01', 'name': 'defense_system'}, {'id': 7080, 'synset': 'defensive_structure.n.01', 'name': 'defensive_structure'}, {'id': 7081, 'synset': 'defibrillator.n.01', 'name': 'defibrillator'}, {'id': 7082, 'synset': 'defilade.n.01', 'name': 'defilade'}, {'id': 7083, 'synset': 'deflector.n.01', 'name': 'deflector'}, {'id': 7084, 'synset': 'delayed_action.n.01', 'name': 'delayed_action'}, {'id': 7085, 'synset': 'delay_line.n.01', 'name': 'delay_line'}, {'id': 7086, 'synset': 'delft.n.01', 'name': 'delft'}, {'id': 7087, 'synset': 'delicatessen.n.02', 'name': 'delicatessen'}, {'id': 7088, 'synset': 'delivery_truck.n.01', 'name': 'delivery_truck'}, {'id': 7089, 'synset': 'delta_wing.n.01', 'name': 'delta_wing'}, {'id': 7090, 'synset': 'demijohn.n.01', 'name': 'demijohn'}, {'id': 7091, 'synset': 'demitasse.n.02', 'name': 'demitasse'}, {'id': 7092, 'synset': 'den.n.04', 'name': 'den'}, {'id': 7093, 'synset': 'denim.n.02', 'name': 'denim'}, {'id': 7094, 'synset': 'densimeter.n.01', 'name': 'densimeter'}, {'id': 7095, 'synset': 'densitometer.n.01', 'name': 'densitometer'}, {'id': 7096, 'synset': 'dental_appliance.n.01', 'name': 'dental_appliance'}, {'id': 7097, 'synset': 'dental_implant.n.01', 'name': 'dental_implant'}, {'id': 7098, 'synset': "dentist's_drill.n.01", 'name': "dentist's_drill"}, {'id': 7099, 'synset': 'denture.n.01', 'name': 'denture'}, {'id': 7100, 'synset': 'deodorant.n.01', 'name': 'deodorant'}, {'id': 7101, 'synset': 'department_store.n.01', 'name': 'department_store'}, {'id': 7102, 'synset': 'departure_lounge.n.01', 'name': 'departure_lounge'}, {'id': 7103, 'synset': 'depilatory.n.02', 'name': 'depilatory'}, {'id': 7104, 'synset': 'depressor.n.03', 'name': 'depressor'}, {'id': 7105, 'synset': 'depth_finder.n.01', 'name': 'depth_finder'}, {'id': 7106, 'synset': 'depth_gauge.n.01', 'name': 'depth_gauge'}, {'id': 7107, 'synset': 'derrick.n.02', 'name': 'derrick'}, {'id': 7108, 'synset': 'derrick.n.01', 'name': 'derrick'}, {'id': 7109, 'synset': 'derringer.n.01', 'name': 'derringer'}, {'id': 7110, 'synset': 'desk_phone.n.01', 'name': 'desk_phone'}, {'id': 7111, 'synset': 'desktop_computer.n.01', 'name': 'desktop_computer'}, {'id': 7112, 'synset': 'dessert_spoon.n.01', 'name': 'dessert_spoon'}, {'id': 7113, 'synset': 'destroyer.n.01', 'name': 'destroyer'}, {'id': 7114, 'synset': 'destroyer_escort.n.01', 'name': 'destroyer_escort'}, {'id': 7115, 'synset': 'detached_house.n.01', 'name': 'detached_house'}, {'id': 7116, 'synset': 'detector.n.01', 'name': 'detector'}, {'id': 7117, 'synset': 'detector.n.03', 'name': 'detector'}, {'id': 7118, 'synset': 'detention_home.n.01', 'name': 'detention_home'}, {'id': 7119, 'synset': 'detonating_fuse.n.01', 'name': 'detonating_fuse'}, {'id': 7120, 'synset': 'detonator.n.01', 'name': 'detonator'}, {'id': 7121, 'synset': 'developer.n.02', 'name': 'developer'}, {'id': 7122, 'synset': 'device.n.01', 'name': 'device'}, {'id': 7123, 'synset': 'dewar_flask.n.01', 'name': 'Dewar_flask'}, {'id': 7124, 'synset': 'dhoti.n.01', 'name': 'dhoti'}, {'id': 7125, 'synset': 'dhow.n.01', 'name': 'dhow'}, {'id': 7126, 'synset': 'dial.n.04', 'name': 'dial'}, {'id': 7127, 'synset': 'dial.n.03', 'name': 'dial'}, {'id': 7128, 'synset': 'dial.n.02', 'name': 'dial'}, {'id': 7129, 'synset': 'dialog_box.n.01', 'name': 'dialog_box'}, {'id': 7130, 'synset': 'dial_telephone.n.01', 'name': 'dial_telephone'}, {'id': 7131, 'synset': 'dialyzer.n.01', 'name': 'dialyzer'}, {'id': 7132, 'synset': 'diamante.n.02', 'name': 'diamante'}, {'id': 7133, 'synset': 'diaper.n.02', 'name': 'diaper'}, {'id': 7134, 'synset': 'diaphone.n.01', 'name': 'diaphone'}, {'id': 7135, 'synset': 'diaphragm.n.01', 'name': 'diaphragm'}, {'id': 7136, 'synset': 'diaphragm.n.04', 'name': 'diaphragm'}, {'id': 7137, 'synset': 'diathermy_machine.n.01', 'name': 'diathermy_machine'}, {'id': 7138, 'synset': 'dibble.n.01', 'name': 'dibble'}, {'id': 7139, 'synset': 'dice_cup.n.01', 'name': 'dice_cup'}, {'id': 7140, 'synset': 'dicer.n.01', 'name': 'dicer'}, {'id': 7141, 'synset': 'dickey.n.02', 'name': 'dickey'}, {'id': 7142, 'synset': 'dickey.n.01', 'name': 'dickey'}, {'id': 7143, 'synset': 'dictaphone.n.01', 'name': 'Dictaphone'}, {'id': 7144, 'synset': 'die.n.03', 'name': 'die'}, {'id': 7145, 'synset': 'diesel.n.02', 'name': 'diesel'}, {'id': 7146, 'synset': 'diesel-electric_locomotive.n.01', 'name': 'diesel-electric_locomotive'}, {'id': 7147, 'synset': 'diesel-hydraulic_locomotive.n.01', 'name': 'diesel-hydraulic_locomotive'}, {'id': 7148, 'synset': 'diesel_locomotive.n.01', 'name': 'diesel_locomotive'}, {'id': 7149, 'synset': 'diestock.n.01', 'name': 'diestock'}, {'id': 7150, 'synset': 'differential_analyzer.n.01', 'name': 'differential_analyzer'}, {'id': 7151, 'synset': 'differential_gear.n.01', 'name': 'differential_gear'}, {'id': 7152, 'synset': 'diffuser.n.02', 'name': 'diffuser'}, {'id': 7153, 'synset': 'diffuser.n.01', 'name': 'diffuser'}, {'id': 7154, 'synset': 'digester.n.01', 'name': 'digester'}, {'id': 7155, 'synset': 'diggings.n.02', 'name': 'diggings'}, {'id': 7156, 'synset': 'digital-analog_converter.n.01', 'name': 'digital-analog_converter'}, {'id': 7157, 'synset': 'digital_audiotape.n.01', 'name': 'digital_audiotape'}, {'id': 7158, 'synset': 'digital_camera.n.01', 'name': 'digital_camera'}, {'id': 7159, 'synset': 'digital_clock.n.01', 'name': 'digital_clock'}, {'id': 7160, 'synset': 'digital_computer.n.01', 'name': 'digital_computer'}, {'id': 7161, 'synset': 'digital_display.n.01', 'name': 'digital_display'}, {'id': 7162, 'synset': 'digital_subscriber_line.n.01', 'name': 'digital_subscriber_line'}, {'id': 7163, 'synset': 'digital_voltmeter.n.01', 'name': 'digital_voltmeter'}, {'id': 7164, 'synset': 'digital_watch.n.01', 'name': 'digital_watch'}, {'id': 7165, 'synset': 'digitizer.n.01', 'name': 'digitizer'}, {'id': 7166, 'synset': 'dilator.n.03', 'name': 'dilator'}, {'id': 7167, 'synset': 'dildo.n.01', 'name': 'dildo'}, {'id': 7168, 'synset': 'dimity.n.01', 'name': 'dimity'}, {'id': 7169, 'synset': 'dimmer.n.01', 'name': 'dimmer'}, {'id': 7170, 'synset': 'diner.n.03', 'name': 'diner'}, {'id': 7171, 'synset': 'dinette.n.01', 'name': 'dinette'}, {'id': 7172, 'synset': 'dining_area.n.01', 'name': 'dining_area'}, {'id': 7173, 'synset': 'dining_car.n.01', 'name': 'dining_car'}, {'id': 7174, 'synset': 'dining-hall.n.01', 'name': 'dining-hall'}, {'id': 7175, 'synset': 'dining_room.n.01', 'name': 'dining_room'}, {'id': 7176, 'synset': 'dining-room_furniture.n.01', 'name': 'dining-room_furniture'}, {'id': 7177, 'synset': 'dining-room_table.n.01', 'name': 'dining-room_table'}, {'id': 7178, 'synset': 'dinner_bell.n.01', 'name': 'dinner_bell'}, {'id': 7179, 'synset': 'dinner_dress.n.01', 'name': 'dinner_dress'}, {'id': 7180, 'synset': 'dinner_napkin.n.01', 'name': 'dinner_napkin'}, {'id': 7181, 'synset': 'dinner_pail.n.01', 'name': 'dinner_pail'}, {'id': 7182, 'synset': 'dinner_table.n.01', 'name': 'dinner_table'}, {'id': 7183, 'synset': 'dinner_theater.n.01', 'name': 'dinner_theater'}, {'id': 7184, 'synset': 'diode.n.02', 'name': 'diode'}, {'id': 7185, 'synset': 'diode.n.01', 'name': 'diode'}, {'id': 7186, 'synset': 'dip.n.07', 'name': 'dip'}, {'id': 7187, 'synset': 'diplomatic_building.n.01', 'name': 'diplomatic_building'}, {'id': 7188, 'synset': 'dipole.n.02', 'name': 'dipole'}, {'id': 7189, 'synset': 'dipper.n.01', 'name': 'dipper'}, {'id': 7190, 'synset': 'dipstick.n.01', 'name': 'dipstick'}, {'id': 7191, 'synset': 'dip_switch.n.01', 'name': 'DIP_switch'}, {'id': 7192, 'synset': 'directional_antenna.n.01', 'name': 'directional_antenna'}, {'id': 7193, 'synset': 'directional_microphone.n.01', 'name': 'directional_microphone'}, {'id': 7194, 'synset': 'direction_finder.n.01', 'name': 'direction_finder'}, {'id': 7195, 'synset': 'dirk.n.01', 'name': 'dirk'}, {'id': 7196, 'synset': 'dirndl.n.02', 'name': 'dirndl'}, {'id': 7197, 'synset': 'dirndl.n.01', 'name': 'dirndl'}, {'id': 7198, 'synset': 'dirty_bomb.n.01', 'name': 'dirty_bomb'}, {'id': 7199, 'synset': 'discharge_lamp.n.01', 'name': 'discharge_lamp'}, {'id': 7200, 'synset': 'discharge_pipe.n.01', 'name': 'discharge_pipe'}, {'id': 7201, 'synset': 'disco.n.02', 'name': 'disco'}, {'id': 7202, 'synset': 'discount_house.n.01', 'name': 'discount_house'}, {'id': 7203, 'synset': 'discus.n.02', 'name': 'discus'}, {'id': 7204, 'synset': 'disguise.n.02', 'name': 'disguise'}, {'id': 7205, 'synset': 'dishpan.n.01', 'name': 'dishpan'}, {'id': 7206, 'synset': 'dish_rack.n.01', 'name': 'dish_rack'}, {'id': 7207, 'synset': 'disk.n.02', 'name': 'disk'}, {'id': 7208, 'synset': 'disk_brake.n.01', 'name': 'disk_brake'}, {'id': 7209, 'synset': 'disk_clutch.n.01', 'name': 'disk_clutch'}, {'id': 7210, 'synset': 'disk_controller.n.01', 'name': 'disk_controller'}, {'id': 7211, 'synset': 'disk_drive.n.01', 'name': 'disk_drive'}, {'id': 7212, 'synset': 'diskette.n.01', 'name': 'diskette'}, {'id': 7213, 'synset': 'disk_harrow.n.01', 'name': 'disk_harrow'}, {'id': 7214, 'synset': 'dispatch_case.n.01', 'name': 'dispatch_case'}, {'id': 7215, 'synset': 'dispensary.n.01', 'name': 'dispensary'}, {'id': 7216, 'synset': 'display.n.06', 'name': 'display'}, {'id': 7217, 'synset': 'display_adapter.n.01', 'name': 'display_adapter'}, {'id': 7218, 'synset': 'display_panel.n.01', 'name': 'display_panel'}, {'id': 7219, 'synset': 'display_window.n.01', 'name': 'display_window'}, {'id': 7220, 'synset': 'disposal.n.04', 'name': 'disposal'}, {'id': 7221, 'synset': 'disrupting_explosive.n.01', 'name': 'disrupting_explosive'}, {'id': 7222, 'synset': 'distaff.n.02', 'name': 'distaff'}, {'id': 7223, 'synset': 'distillery.n.01', 'name': 'distillery'}, {'id': 7224, 'synset': 'distributor.n.04', 'name': 'distributor'}, {'id': 7225, 'synset': 'distributor_cam.n.01', 'name': 'distributor_cam'}, {'id': 7226, 'synset': 'distributor_cap.n.01', 'name': 'distributor_cap'}, {'id': 7227, 'synset': 'distributor_housing.n.01', 'name': 'distributor_housing'}, {'id': 7228, 'synset': 'distributor_point.n.01', 'name': 'distributor_point'}, {'id': 7229, 'synset': 'ditch.n.01', 'name': 'ditch'}, {'id': 7230, 'synset': 'ditch_spade.n.01', 'name': 'ditch_spade'}, {'id': 7231, 'synset': 'ditty_bag.n.01', 'name': 'ditty_bag'}, {'id': 7232, 'synset': 'divan.n.01', 'name': 'divan'}, {'id': 7233, 'synset': 'divan.n.04', 'name': 'divan'}, {'id': 7234, 'synset': 'dive_bomber.n.01', 'name': 'dive_bomber'}, {'id': 7235, 'synset': 'diverging_lens.n.01', 'name': 'diverging_lens'}, {'id': 7236, 'synset': 'divided_highway.n.01', 'name': 'divided_highway'}, {'id': 7237, 'synset': 'divider.n.04', 'name': 'divider'}, {'id': 7238, 'synset': 'diving_bell.n.01', 'name': 'diving_bell'}, {'id': 7239, 'synset': 'divining_rod.n.01', 'name': 'divining_rod'}, {'id': 7240, 'synset': 'diving_suit.n.01', 'name': 'diving_suit'}, {'id': 7241, 'synset': 'dixie.n.02', 'name': 'dixie'}, {'id': 7242, 'synset': 'dock.n.05', 'name': 'dock'}, {'id': 7243, 'synset': 'doeskin.n.02', 'name': 'doeskin'}, {'id': 7244, 'synset': 'dogcart.n.01', 'name': 'dogcart'}, {'id': 7245, 'synset': 'doggie_bag.n.01', 'name': 'doggie_bag'}, {'id': 7246, 'synset': 'dogsled.n.01', 'name': 'dogsled'}, {'id': 7247, 'synset': 'dog_wrench.n.01', 'name': 'dog_wrench'}, {'id': 7248, 'synset': 'doily.n.01', 'name': 'doily'}, {'id': 7249, 'synset': 'dolly.n.02', 'name': 'dolly'}, {'id': 7250, 'synset': 'dolman.n.02', 'name': 'dolman'}, {'id': 7251, 'synset': 'dolman.n.01', 'name': 'dolman'}, {'id': 7252, 'synset': 'dolman_sleeve.n.01', 'name': 'dolman_sleeve'}, {'id': 7253, 'synset': 'dolmen.n.01', 'name': 'dolmen'}, {'id': 7254, 'synset': 'dome.n.04', 'name': 'dome'}, {'id': 7255, 'synset': 'dome.n.03', 'name': 'dome'}, {'id': 7256, 'synset': 'domino.n.03', 'name': 'domino'}, {'id': 7257, 'synset': 'dongle.n.01', 'name': 'dongle'}, {'id': 7258, 'synset': 'donkey_jacket.n.01', 'name': 'donkey_jacket'}, {'id': 7259, 'synset': 'door.n.01', 'name': 'door'}, {'id': 7260, 'synset': 'door.n.05', 'name': 'door'}, {'id': 7261, 'synset': 'door.n.04', 'name': 'door'}, {'id': 7262, 'synset': 'doorbell.n.01', 'name': 'doorbell'}, {'id': 7263, 'synset': 'doorframe.n.01', 'name': 'doorframe'}, {'id': 7264, 'synset': 'doorjamb.n.01', 'name': 'doorjamb'}, {'id': 7265, 'synset': 'doorlock.n.01', 'name': 'doorlock'}, {'id': 7266, 'synset': 'doornail.n.01', 'name': 'doornail'}, {'id': 7267, 'synset': 'doorplate.n.01', 'name': 'doorplate'}, {'id': 7268, 'synset': 'doorsill.n.01', 'name': 'doorsill'}, {'id': 7269, 'synset': 'doorstop.n.01', 'name': 'doorstop'}, {'id': 7270, 'synset': 'doppler_radar.n.01', 'name': 'Doppler_radar'}, {'id': 7271, 'synset': 'dormer.n.01', 'name': 'dormer'}, {'id': 7272, 'synset': 'dormer_window.n.01', 'name': 'dormer_window'}, {'id': 7273, 'synset': 'dormitory.n.01', 'name': 'dormitory'}, {'id': 7274, 'synset': 'dormitory.n.02', 'name': 'dormitory'}, {'id': 7275, 'synset': 'dosemeter.n.01', 'name': 'dosemeter'}, {'id': 7276, 'synset': 'dossal.n.01', 'name': 'dossal'}, {'id': 7277, 'synset': 'dot_matrix_printer.n.01', 'name': 'dot_matrix_printer'}, {'id': 7278, 'synset': 'double_bed.n.01', 'name': 'double_bed'}, {'id': 7279, 'synset': 'double-bitted_ax.n.01', 'name': 'double-bitted_ax'}, {'id': 7280, 'synset': 'double_boiler.n.01', 'name': 'double_boiler'}, {'id': 7281, 'synset': 'double-breasted_jacket.n.01', 'name': 'double-breasted_jacket'}, {'id': 7282, 'synset': 'double-breasted_suit.n.01', 'name': 'double-breasted_suit'}, {'id': 7283, 'synset': 'double_door.n.01', 'name': 'double_door'}, {'id': 7284, 'synset': 'double_glazing.n.01', 'name': 'double_glazing'}, {'id': 7285, 'synset': 'double-hung_window.n.01', 'name': 'double-hung_window'}, {'id': 7286, 'synset': 'double_knit.n.01', 'name': 'double_knit'}, {'id': 7287, 'synset': 'doubler.n.01', 'name': 'doubler'}, {'id': 7288, 'synset': 'double_reed.n.02', 'name': 'double_reed'}, {'id': 7289, 'synset': 'double-reed_instrument.n.01', 'name': 'double-reed_instrument'}, {'id': 7290, 'synset': 'doublet.n.01', 'name': 'doublet'}, {'id': 7291, 'synset': 'doubletree.n.01', 'name': 'doubletree'}, {'id': 7292, 'synset': 'douche.n.01', 'name': 'douche'}, {'id': 7293, 'synset': 'dovecote.n.01', 'name': 'dovecote'}, {'id': 7294, 'synset': "dover's_powder.n.01", 'name': "Dover's_powder"}, {'id': 7295, 'synset': 'dovetail.n.01', 'name': 'dovetail'}, {'id': 7296, 'synset': 'dovetail_plane.n.01', 'name': 'dovetail_plane'}, {'id': 7297, 'synset': 'dowel.n.01', 'name': 'dowel'}, {'id': 7298, 'synset': 'downstage.n.01', 'name': 'downstage'}, {'id': 7299, 'synset': 'drafting_instrument.n.01', 'name': 'drafting_instrument'}, {'id': 7300, 'synset': 'drafting_table.n.01', 'name': 'drafting_table'}, {'id': 7301, 'synset': 'dragunov.n.01', 'name': 'Dragunov'}, {'id': 7302, 'synset': 'drainage_ditch.n.01', 'name': 'drainage_ditch'}, {'id': 7303, 'synset': 'drainage_system.n.01', 'name': 'drainage_system'}, {'id': 7304, 'synset': 'drain_basket.n.01', 'name': 'drain_basket'}, {'id': 7305, 'synset': 'drainplug.n.01', 'name': 'drainplug'}, {'id': 7306, 'synset': 'drape.n.03', 'name': 'drape'}, {'id': 7307, 'synset': 'drapery.n.02', 'name': 'drapery'}, {'id': 7308, 'synset': 'drawbar.n.01', 'name': 'drawbar'}, {'id': 7309, 'synset': 'drawbridge.n.01', 'name': 'drawbridge'}, {'id': 7310, 'synset': 'drawing_chalk.n.01', 'name': 'drawing_chalk'}, {'id': 7311, 'synset': 'drawing_room.n.01', 'name': 'drawing_room'}, {'id': 7312, 'synset': 'drawing_room.n.02', 'name': 'drawing_room'}, {'id': 7313, 'synset': 'drawknife.n.01', 'name': 'drawknife'}, {'id': 7314, 'synset': 'drawstring_bag.n.01', 'name': 'drawstring_bag'}, {'id': 7315, 'synset': 'dray.n.01', 'name': 'dray'}, {'id': 7316, 'synset': 'dreadnought.n.01', 'name': 'dreadnought'}, {'id': 7317, 'synset': 'dredge.n.01', 'name': 'dredge'}, {'id': 7318, 'synset': 'dredger.n.01', 'name': 'dredger'}, {'id': 7319, 'synset': 'dredging_bucket.n.01', 'name': 'dredging_bucket'}, {'id': 7320, 'synset': 'dress_blues.n.01', 'name': 'dress_blues'}, {'id': 7321, 'synset': 'dressing.n.04', 'name': 'dressing'}, {'id': 7322, 'synset': 'dressing_case.n.01', 'name': 'dressing_case'}, {'id': 7323, 'synset': 'dressing_gown.n.01', 'name': 'dressing_gown'}, {'id': 7324, 'synset': 'dressing_room.n.01', 'name': 'dressing_room'}, {'id': 7325, 'synset': 'dressing_sack.n.01', 'name': 'dressing_sack'}, {'id': 7326, 'synset': 'dressing_table.n.01', 'name': 'dressing_table'}, {'id': 7327, 'synset': 'dress_rack.n.01', 'name': 'dress_rack'}, {'id': 7328, 'synset': 'dress_shirt.n.01', 'name': 'dress_shirt'}, {'id': 7329, 'synset': 'dress_uniform.n.01', 'name': 'dress_uniform'}, {'id': 7330, 'synset': 'drift_net.n.01', 'name': 'drift_net'}, {'id': 7331, 'synset': 'electric_drill.n.01', 'name': 'electric_drill'}, {'id': 7332, 'synset': 'drilling_platform.n.01', 'name': 'drilling_platform'}, {'id': 7333, 'synset': 'drill_press.n.01', 'name': 'drill_press'}, {'id': 7334, 'synset': 'drill_rig.n.01', 'name': 'drill_rig'}, {'id': 7335, 'synset': 'drinking_fountain.n.01', 'name': 'drinking_fountain'}, {'id': 7336, 'synset': 'drinking_vessel.n.01', 'name': 'drinking_vessel'}, {'id': 7337, 'synset': 'drip_loop.n.01', 'name': 'drip_loop'}, {'id': 7338, 'synset': 'drip_mat.n.01', 'name': 'drip_mat'}, {'id': 7339, 'synset': 'drip_pan.n.02', 'name': 'drip_pan'}, {'id': 7340, 'synset': 'dripping_pan.n.01', 'name': 'dripping_pan'}, {'id': 7341, 'synset': 'drip_pot.n.01', 'name': 'drip_pot'}, {'id': 7342, 'synset': 'drive.n.02', 'name': 'drive'}, {'id': 7343, 'synset': 'drive.n.10', 'name': 'drive'}, {'id': 7344, 'synset': 'drive_line.n.01', 'name': 'drive_line'}, {'id': 7345, 'synset': 'driver.n.05', 'name': 'driver'}, {'id': 7346, 'synset': 'driveshaft.n.01', 'name': 'driveshaft'}, {'id': 7347, 'synset': 'driveway.n.01', 'name': 'driveway'}, {'id': 7348, 'synset': 'driving_iron.n.01', 'name': 'driving_iron'}, {'id': 7349, 'synset': 'driving_wheel.n.01', 'name': 'driving_wheel'}, {'id': 7350, 'synset': 'drogue.n.04', 'name': 'drogue'}, {'id': 7351, 'synset': 'drogue_parachute.n.01', 'name': 'drogue_parachute'}, {'id': 7352, 'synset': 'drone.n.05', 'name': 'drone'}, {'id': 7353, 'synset': 'drop_arch.n.01', 'name': 'drop_arch'}, {'id': 7354, 'synset': 'drop_cloth.n.02', 'name': 'drop_cloth'}, {'id': 7355, 'synset': 'drop_curtain.n.01', 'name': 'drop_curtain'}, {'id': 7356, 'synset': 'drop_forge.n.01', 'name': 'drop_forge'}, {'id': 7357, 'synset': 'drop-leaf_table.n.01', 'name': 'drop-leaf_table'}, {'id': 7358, 'synset': 'droshky.n.01', 'name': 'droshky'}, {'id': 7359, 'synset': 'drove.n.03', 'name': 'drove'}, {'id': 7360, 'synset': 'drugget.n.01', 'name': 'drugget'}, {'id': 7361, 'synset': 'drugstore.n.01', 'name': 'drugstore'}, {'id': 7362, 'synset': 'drum.n.04', 'name': 'drum'}, {'id': 7363, 'synset': 'drum_brake.n.01', 'name': 'drum_brake'}, {'id': 7364, 'synset': 'drumhead.n.01', 'name': 'drumhead'}, {'id': 7365, 'synset': 'drum_printer.n.01', 'name': 'drum_printer'}, {'id': 7366, 'synset': 'drum_sander.n.01', 'name': 'drum_sander'}, {'id': 7367, 'synset': 'dry_battery.n.01', 'name': 'dry_battery'}, {'id': 7368, 'synset': 'dry-bulb_thermometer.n.01', 'name': 'dry-bulb_thermometer'}, {'id': 7369, 'synset': 'dry_cell.n.01', 'name': 'dry_cell'}, {'id': 7370, 'synset': 'dry_dock.n.01', 'name': 'dry_dock'}, {'id': 7371, 'synset': 'dryer.n.01', 'name': 'dryer'}, {'id': 7372, 'synset': 'dry_fly.n.01', 'name': 'dry_fly'}, {'id': 7373, 'synset': 'dry_kiln.n.01', 'name': 'dry_kiln'}, {'id': 7374, 'synset': 'dry_masonry.n.01', 'name': 'dry_masonry'}, {'id': 7375, 'synset': 'dry_point.n.02', 'name': 'dry_point'}, {'id': 7376, 'synset': 'dry_wall.n.02', 'name': 'dry_wall'}, {'id': 7377, 'synset': 'dual_scan_display.n.01', 'name': 'dual_scan_display'}, {'id': 7378, 'synset': 'duck.n.04', 'name': 'duck'}, {'id': 7379, 'synset': 'duckboard.n.01', 'name': 'duckboard'}, {'id': 7380, 'synset': 'duckpin.n.01', 'name': 'duckpin'}, {'id': 7381, 'synset': 'dudeen.n.01', 'name': 'dudeen'}, {'id': 7382, 'synset': 'duffel.n.02', 'name': 'duffel'}, {'id': 7383, 'synset': 'duffel_coat.n.01', 'name': 'duffel_coat'}, {'id': 7384, 'synset': 'dugout.n.01', 'name': 'dugout'}, {'id': 7385, 'synset': 'dugout_canoe.n.01', 'name': 'dugout_canoe'}, {'id': 7386, 'synset': 'dulciana.n.01', 'name': 'dulciana'}, {'id': 7387, 'synset': 'dulcimer.n.02', 'name': 'dulcimer'}, {'id': 7388, 'synset': 'dulcimer.n.01', 'name': 'dulcimer'}, {'id': 7389, 'synset': 'dumb_bomb.n.01', 'name': 'dumb_bomb'}, {'id': 7390, 'synset': 'dumbwaiter.n.01', 'name': 'dumbwaiter'}, {'id': 7391, 'synset': 'dumdum.n.01', 'name': 'dumdum'}, {'id': 7392, 'synset': 'dumpcart.n.01', 'name': 'dumpcart'}, {'id': 7393, 'synset': 'dump_truck.n.01', 'name': 'dump_truck'}, {'id': 7394, 'synset': 'dumpy_level.n.01', 'name': 'Dumpy_level'}, {'id': 7395, 'synset': 'dunce_cap.n.01', 'name': 'dunce_cap'}, {'id': 7396, 'synset': 'dune_buggy.n.01', 'name': 'dune_buggy'}, {'id': 7397, 'synset': 'dungeon.n.02', 'name': 'dungeon'}, {'id': 7398, 'synset': 'duplex_apartment.n.01', 'name': 'duplex_apartment'}, {'id': 7399, 'synset': 'duplex_house.n.01', 'name': 'duplex_house'}, {'id': 7400, 'synset': 'duplicator.n.01', 'name': 'duplicator'}, {'id': 7401, 'synset': 'dust_bag.n.01', 'name': 'dust_bag'}, {'id': 7402, 'synset': 'dustcloth.n.01', 'name': 'dustcloth'}, {'id': 7403, 'synset': 'dust_cover.n.03', 'name': 'dust_cover'}, {'id': 7404, 'synset': 'dust_cover.n.02', 'name': 'dust_cover'}, {'id': 7405, 'synset': 'dustmop.n.01', 'name': 'dustmop'}, {'id': 7406, 'synset': 'dutch_oven.n.01', 'name': 'Dutch_oven'}, {'id': 7407, 'synset': 'dutch_oven.n.02', 'name': 'Dutch_oven'}, {'id': 7408, 'synset': 'dwelling.n.01', 'name': 'dwelling'}, {'id': 7409, 'synset': 'dye-works.n.01', 'name': 'dye-works'}, {'id': 7410, 'synset': 'dynamo.n.01', 'name': 'dynamo'}, {'id': 7411, 'synset': 'dynamometer.n.01', 'name': 'dynamometer'}, {'id': 7412, 'synset': 'eames_chair.n.01', 'name': 'Eames_chair'}, {'id': 7413, 'synset': 'earflap.n.01', 'name': 'earflap'}, {'id': 7414, 'synset': 'early_warning_radar.n.01', 'name': 'early_warning_radar'}, {'id': 7415, 'synset': 'early_warning_system.n.01', 'name': 'early_warning_system'}, {'id': 7416, 'synset': 'earmuff.n.01', 'name': 'earmuff'}, {'id': 7417, 'synset': 'earplug.n.02', 'name': 'earplug'}, {'id': 7418, 'synset': 'earthenware.n.01', 'name': 'earthenware'}, {'id': 7419, 'synset': 'earthwork.n.01', 'name': 'earthwork'}, {'id': 7420, 'synset': 'easy_chair.n.01', 'name': 'easy_chair'}, {'id': 7421, 'synset': 'eaves.n.01', 'name': 'eaves'}, {'id': 7422, 'synset': 'ecclesiastical_attire.n.01', 'name': 'ecclesiastical_attire'}, {'id': 7423, 'synset': 'echinus.n.01', 'name': 'echinus'}, {'id': 7424, 'synset': 'echocardiograph.n.01', 'name': 'echocardiograph'}, {'id': 7425, 'synset': 'edger.n.02', 'name': 'edger'}, {'id': 7426, 'synset': 'edge_tool.n.01', 'name': 'edge_tool'}, {'id': 7427, 'synset': 'efficiency_apartment.n.01', 'name': 'efficiency_apartment'}, {'id': 7428, 'synset': 'egg-and-dart.n.01', 'name': 'egg-and-dart'}, {'id': 7429, 'synset': 'egg_timer.n.01', 'name': 'egg_timer'}, {'id': 7430, 'synset': 'eiderdown.n.01', 'name': 'eiderdown'}, {'id': 7431, 'synset': 'eight_ball.n.01', 'name': 'eight_ball'}, {'id': 7432, 'synset': 'ejection_seat.n.01', 'name': 'ejection_seat'}, {'id': 7433, 'synset': 'elastic.n.02', 'name': 'elastic'}, {'id': 7434, 'synset': 'elastic_bandage.n.01', 'name': 'elastic_bandage'}, {'id': 7435, 'synset': 'elastoplast.n.01', 'name': 'Elastoplast'}, {'id': 7436, 'synset': 'elbow.n.04', 'name': 'elbow'}, {'id': 7437, 'synset': 'elbow_pad.n.01', 'name': 'elbow_pad'}, {'id': 7438, 'synset': 'electric.n.01', 'name': 'electric'}, {'id': 7439, 'synset': 'electrical_cable.n.01', 'name': 'electrical_cable'}, {'id': 7440, 'synset': 'electrical_contact.n.01', 'name': 'electrical_contact'}, {'id': 7441, 'synset': 'electrical_converter.n.01', 'name': 'electrical_converter'}, {'id': 7442, 'synset': 'electrical_device.n.01', 'name': 'electrical_device'}, {'id': 7443, 'synset': 'electrical_system.n.02', 'name': 'electrical_system'}, {'id': 7444, 'synset': 'electric_bell.n.01', 'name': 'electric_bell'}, {'id': 7445, 'synset': 'electric_blanket.n.01', 'name': 'electric_blanket'}, {'id': 7446, 'synset': 'electric_clock.n.01', 'name': 'electric_clock'}, {'id': 7447, 'synset': 'electric-discharge_lamp.n.01', 'name': 'electric-discharge_lamp'}, {'id': 7448, 'synset': 'electric_fan.n.01', 'name': 'electric_fan'}, {'id': 7449, 'synset': 'electric_frying_pan.n.01', 'name': 'electric_frying_pan'}, {'id': 7450, 'synset': 'electric_furnace.n.01', 'name': 'electric_furnace'}, {'id': 7451, 'synset': 'electric_guitar.n.01', 'name': 'electric_guitar'}, {'id': 7452, 'synset': 'electric_hammer.n.01', 'name': 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'embankment.n.01', 'name': 'embankment'}, {'id': 7492, 'synset': 'embassy.n.01', 'name': 'embassy'}, {'id': 7493, 'synset': 'embellishment.n.02', 'name': 'embellishment'}, {'id': 7494, 'synset': 'emergency_room.n.01', 'name': 'emergency_room'}, {'id': 7495, 'synset': 'emesis_basin.n.01', 'name': 'emesis_basin'}, {'id': 7496, 'synset': 'emitter.n.01', 'name': 'emitter'}, {'id': 7497, 'synset': 'empty.n.01', 'name': 'empty'}, {'id': 7498, 'synset': 'emulsion.n.02', 'name': 'emulsion'}, {'id': 7499, 'synset': 'enamel.n.04', 'name': 'enamel'}, {'id': 7500, 'synset': 'enamel.n.03', 'name': 'enamel'}, {'id': 7501, 'synset': 'enamelware.n.01', 'name': 'enamelware'}, {'id': 7502, 'synset': 'encaustic.n.01', 'name': 'encaustic'}, {'id': 7503, 'synset': 'encephalogram.n.02', 'name': 'encephalogram'}, {'id': 7504, 'synset': 'enclosure.n.01', 'name': 'enclosure'}, {'id': 7505, 'synset': 'endoscope.n.01', 'name': 'endoscope'}, {'id': 7506, 'synset': 'energizer.n.02', 'name': 'energizer'}, {'id': 7507, 'synset': 'engine.n.01', 'name': 'engine'}, {'id': 7508, 'synset': 'engine.n.04', 'name': 'engine'}, {'id': 7509, 'synset': 'engineering.n.03', 'name': 'engineering'}, {'id': 7510, 'synset': 'enginery.n.01', 'name': 'enginery'}, {'id': 7511, 'synset': 'english_horn.n.01', 'name': 'English_horn'}, {'id': 7512, 'synset': 'english_saddle.n.01', 'name': 'English_saddle'}, {'id': 7513, 'synset': 'enlarger.n.01', 'name': 'enlarger'}, {'id': 7514, 'synset': 'ensemble.n.05', 'name': 'ensemble'}, {'id': 7515, 'synset': 'ensign.n.03', 'name': 'ensign'}, {'id': 7516, 'synset': 'entablature.n.01', 'name': 'entablature'}, {'id': 7517, 'synset': 'entertainment_center.n.01', 'name': 'entertainment_center'}, {'id': 7518, 'synset': 'entrenching_tool.n.01', 'name': 'entrenching_tool'}, {'id': 7519, 'synset': 'entrenchment.n.01', 'name': 'entrenchment'}, {'id': 7520, 'synset': 'envelope.n.02', 'name': 'envelope'}, {'id': 7521, 'synset': 'envelope.n.06', 'name': 'envelope'}, {'id': 7522, 'synset': 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'escape_hatch'}, {'id': 7537, 'synset': 'escapement.n.01', 'name': 'escapement'}, {'id': 7538, 'synset': 'escape_wheel.n.01', 'name': 'escape_wheel'}, {'id': 7539, 'synset': 'escarpment.n.02', 'name': 'escarpment'}, {'id': 7540, 'synset': 'escutcheon.n.03', 'name': 'escutcheon'}, {'id': 7541, 'synset': 'esophagoscope.n.01', 'name': 'esophagoscope'}, {'id': 7542, 'synset': 'espadrille.n.01', 'name': 'espadrille'}, {'id': 7543, 'synset': 'espalier.n.01', 'name': 'espalier'}, {'id': 7544, 'synset': 'espresso_maker.n.01', 'name': 'espresso_maker'}, {'id': 7545, 'synset': 'espresso_shop.n.01', 'name': 'espresso_shop'}, {'id': 7546, 'synset': 'establishment.n.04', 'name': 'establishment'}, {'id': 7547, 'synset': 'estaminet.n.01', 'name': 'estaminet'}, {'id': 7548, 'synset': 'estradiol_patch.n.01', 'name': 'estradiol_patch'}, {'id': 7549, 'synset': 'etagere.n.01', 'name': 'etagere'}, {'id': 7550, 'synset': 'etamine.n.01', 'name': 'etamine'}, {'id': 7551, 'synset': 'etching.n.02', 'name': 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'name': 'Exocet'}, {'id': 7567, 'synset': 'expansion_bit.n.01', 'name': 'expansion_bit'}, {'id': 7568, 'synset': 'expansion_bolt.n.01', 'name': 'expansion_bolt'}, {'id': 7569, 'synset': 'explosive_detection_system.n.01', 'name': 'explosive_detection_system'}, {'id': 7570, 'synset': 'explosive_device.n.01', 'name': 'explosive_device'}, {'id': 7571, 'synset': 'explosive_trace_detection.n.01', 'name': 'explosive_trace_detection'}, {'id': 7572, 'synset': 'express.n.02', 'name': 'express'}, {'id': 7573, 'synset': 'extension.n.10', 'name': 'extension'}, {'id': 7574, 'synset': 'extension_cord.n.01', 'name': 'extension_cord'}, {'id': 7575, 'synset': 'external-combustion_engine.n.01', 'name': 'external-combustion_engine'}, {'id': 7576, 'synset': 'external_drive.n.01', 'name': 'external_drive'}, {'id': 7577, 'synset': 'extractor.n.01', 'name': 'extractor'}, {'id': 7578, 'synset': 'eyebrow_pencil.n.01', 'name': 'eyebrow_pencil'}, {'id': 7579, 'synset': 'eyecup.n.01', 'name': 'eyecup'}, {'id': 7580, 'synset': 'eyeliner.n.01', 'name': 'eyeliner'}, {'id': 7581, 'synset': 'eyepiece.n.01', 'name': 'eyepiece'}, {'id': 7582, 'synset': 'eyeshadow.n.01', 'name': 'eyeshadow'}, {'id': 7583, 'synset': 'fabric.n.01', 'name': 'fabric'}, {'id': 7584, 'synset': 'facade.n.01', 'name': 'facade'}, {'id': 7585, 'synset': 'face_guard.n.01', 'name': 'face_guard'}, {'id': 7586, 'synset': 'face_mask.n.01', 'name': 'face_mask'}, {'id': 7587, 'synset': 'faceplate.n.01', 'name': 'faceplate'}, {'id': 7588, 'synset': 'face_powder.n.01', 'name': 'face_powder'}, {'id': 7589, 'synset': 'face_veil.n.01', 'name': 'face_veil'}, {'id': 7590, 'synset': 'facing.n.03', 'name': 'facing'}, {'id': 7591, 'synset': 'facing.n.01', 'name': 'facing'}, {'id': 7592, 'synset': 'facing.n.02', 'name': 'facing'}, {'id': 7593, 'synset': 'facsimile.n.02', 'name': 'facsimile'}, {'id': 7594, 'synset': 'factory.n.01', 'name': 'factory'}, {'id': 7595, 'synset': 'factory_ship.n.01', 'name': 'factory_ship'}, {'id': 7596, 'synset': 'fagot.n.02', 'name': 'fagot'}, {'id': 7597, 'synset': 'fagot_stitch.n.01', 'name': 'fagot_stitch'}, {'id': 7598, 'synset': 'fahrenheit_thermometer.n.01', 'name': 'Fahrenheit_thermometer'}, {'id': 7599, 'synset': 'faience.n.01', 'name': 'faience'}, {'id': 7600, 'synset': 'faille.n.01', 'name': 'faille'}, {'id': 7601, 'synset': 'fairlead.n.01', 'name': 'fairlead'}, {'id': 7602, 'synset': 'fairy_light.n.01', 'name': 'fairy_light'}, {'id': 7603, 'synset': 'falchion.n.01', 'name': 'falchion'}, {'id': 7604, 'synset': 'fallboard.n.01', 'name': 'fallboard'}, {'id': 7605, 'synset': 'fallout_shelter.n.01', 'name': 'fallout_shelter'}, {'id': 7606, 'synset': 'false_face.n.01', 'name': 'false_face'}, {'id': 7607, 'synset': 'false_teeth.n.01', 'name': 'false_teeth'}, {'id': 7608, 'synset': 'family_room.n.01', 'name': 'family_room'}, {'id': 7609, 'synset': 'fan_belt.n.01', 'name': 'fan_belt'}, {'id': 7610, 'synset': 'fan_blade.n.01', 'name': 'fan_blade'}, {'id': 7611, 'synset': 'fancy_dress.n.01', 'name': 'fancy_dress'}, {'id': 7612, 'synset': 'fanion.n.01', 'name': 'fanion'}, {'id': 7613, 'synset': 'fanlight.n.03', 'name': 'fanlight'}, {'id': 7614, 'synset': 'fanjet.n.02', 'name': 'fanjet'}, {'id': 7615, 'synset': 'fanjet.n.01', 'name': 'fanjet'}, {'id': 7616, 'synset': 'fanny_pack.n.01', 'name': 'fanny_pack'}, {'id': 7617, 'synset': 'fan_tracery.n.01', 'name': 'fan_tracery'}, {'id': 7618, 'synset': 'fan_vaulting.n.01', 'name': 'fan_vaulting'}, {'id': 7619, 'synset': 'farm_building.n.01', 'name': 'farm_building'}, {'id': 7620, 'synset': "farmer's_market.n.01", 'name': "farmer's_market"}, {'id': 7621, 'synset': 'farmhouse.n.01', 'name': 'farmhouse'}, {'id': 7622, 'synset': 'farm_machine.n.01', 'name': 'farm_machine'}, {'id': 7623, 'synset': 'farmplace.n.01', 'name': 'farmplace'}, {'id': 7624, 'synset': 'farmyard.n.01', 'name': 'farmyard'}, {'id': 7625, 'synset': 'farthingale.n.01', 'name': 'farthingale'}, {'id': 7626, 'synset': 'fastener.n.02', 'name': 'fastener'}, {'id': 7627, 'synset': 'fast_reactor.n.01', 'name': 'fast_reactor'}, {'id': 7628, 'synset': 'fat_farm.n.01', 'name': 'fat_farm'}, {'id': 7629, 'synset': 'fatigues.n.01', 'name': 'fatigues'}, {'id': 7630, 'synset': 'fauld.n.01', 'name': 'fauld'}, {'id': 7631, 'synset': 'fauteuil.n.01', 'name': 'fauteuil'}, {'id': 7632, 'synset': 'feather_boa.n.01', 'name': 'feather_boa'}, {'id': 7633, 'synset': 'featheredge.n.01', 'name': 'featheredge'}, {'id': 7634, 'synset': 'feedback_circuit.n.01', 'name': 'feedback_circuit'}, {'id': 7635, 'synset': 'feedlot.n.01', 'name': 'feedlot'}, {'id': 7636, 'synset': 'fell.n.02', 'name': 'fell'}, {'id': 7637, 'synset': 'felloe.n.01', 'name': 'felloe'}, {'id': 7638, 'synset': 'felt.n.01', 'name': 'felt'}, {'id': 7639, 'synset': 'felt-tip_pen.n.01', 'name': 'felt-tip_pen'}, {'id': 7640, 'synset': 'felucca.n.01', 'name': 'felucca'}, {'id': 7641, 'synset': 'fence.n.01', 'name': 'fence'}, {'id': 7642, 'synset': 'fencing_mask.n.01', 'name': 'fencing_mask'}, {'id': 7643, 'synset': 'fencing_sword.n.01', 'name': 'fencing_sword'}, {'id': 7644, 'synset': 'fender.n.01', 'name': 'fender'}, {'id': 7645, 'synset': 'fender.n.02', 'name': 'fender'}, {'id': 7646, 'synset': 'ferrule.n.01', 'name': 'ferrule'}, {'id': 7647, 'synset': 'ferule.n.01', 'name': 'ferule'}, {'id': 7648, 'synset': 'festoon.n.01', 'name': 'festoon'}, {'id': 7649, 'synset': 'fetoscope.n.01', 'name': 'fetoscope'}, {'id': 7650, 'synset': 'fetter.n.01', 'name': 'fetter'}, {'id': 7651, 'synset': 'fez.n.02', 'name': 'fez'}, {'id': 7652, 'synset': 'fiber.n.05', 'name': 'fiber'}, {'id': 7653, 'synset': 'fiber_optic_cable.n.01', 'name': 'fiber_optic_cable'}, {'id': 7654, 'synset': 'fiberscope.n.01', 'name': 'fiberscope'}, {'id': 7655, 'synset': 'fichu.n.01', 'name': 'fichu'}, {'id': 7656, 'synset': 'fiddlestick.n.01', 'name': 'fiddlestick'}, {'id': 7657, 'synset': 'field_artillery.n.01', 'name': 'field_artillery'}, {'id': 7658, 'synset': 'field_coil.n.01', 'name': 'field_coil'}, {'id': 7659, 'synset': 'field-effect_transistor.n.01', 'name': 'field-effect_transistor'}, {'id': 7660, 'synset': 'field-emission_microscope.n.01', 'name': 'field-emission_microscope'}, {'id': 7661, 'synset': 'field_glass.n.01', 'name': 'field_glass'}, {'id': 7662, 'synset': 'field_hockey_ball.n.01', 'name': 'field_hockey_ball'}, {'id': 7663, 'synset': 'field_hospital.n.01', 'name': 'field_hospital'}, {'id': 7664, 'synset': 'field_house.n.01', 'name': 'field_house'}, {'id': 7665, 'synset': 'field_lens.n.01', 'name': 'field_lens'}, {'id': 7666, 'synset': 'field_magnet.n.01', 'name': 'field_magnet'}, {'id': 7667, 'synset': 'field-sequential_color_television.n.01', 'name': 'field-sequential_color_television'}, {'id': 7668, 'synset': 'field_tent.n.01', 'name': 'field_tent'}, {'id': 7669, 'synset': 'fieldwork.n.01', 'name': 'fieldwork'}, {'id': 7670, 'synset': 'fife.n.01', 'name': 'fife'}, {'id': 7671, 'synset': 'fifth_wheel.n.02', 'name': 'fifth_wheel'}, {'id': 7672, 'synset': 'fighting_chair.n.01', 'name': 'fighting_chair'}, {'id': 7673, 'synset': 'fig_leaf.n.02', 'name': 'fig_leaf'}, {'id': 7674, 'synset': 'figure_eight.n.01', 'name': 'figure_eight'}, {'id': 7675, 'synset': 'figure_loom.n.01', 'name': 'figure_loom'}, {'id': 7676, 'synset': 'figure_skate.n.01', 'name': 'figure_skate'}, {'id': 7677, 'synset': 'filament.n.04', 'name': 'filament'}, {'id': 7678, 'synset': 'filature.n.01', 'name': 'filature'}, {'id': 7679, 'synset': 'file_folder.n.01', 'name': 'file_folder'}, {'id': 7680, 'synset': 'file_server.n.01', 'name': 'file_server'}, {'id': 7681, 'synset': 'filigree.n.01', 'name': 'filigree'}, {'id': 7682, 'synset': 'filling.n.05', 'name': 'filling'}, {'id': 7683, 'synset': 'film.n.03', 'name': 'film'}, {'id': 7684, 'synset': 'film.n.05', 'name': 'film'}, {'id': 7685, 'synset': 'film_advance.n.01', 'name': 'film_advance'}, {'id': 7686, 'synset': 'filter.n.01', 'name': 'filter'}, {'id': 7687, 'synset': 'filter.n.02', 'name': 'filter'}, {'id': 7688, 'synset': 'finder.n.03', 'name': 'finder'}, {'id': 7689, 'synset': 'finery.n.01', 'name': 'finery'}, {'id': 7690, 'synset': 'fine-tooth_comb.n.01', 'name': 'fine-tooth_comb'}, {'id': 7691, 'synset': 'finger.n.03', 'name': 'finger'}, {'id': 7692, 'synset': 'fingerboard.n.03', 'name': 'fingerboard'}, {'id': 7693, 'synset': 'finger_bowl.n.01', 'name': 'finger_bowl'}, {'id': 7694, 'synset': 'finger_paint.n.01', 'name': 'finger_paint'}, {'id': 7695, 'synset': 'finger-painting.n.01', 'name': 'finger-painting'}, {'id': 7696, 'synset': 'finger_plate.n.01', 'name': 'finger_plate'}, {'id': 7697, 'synset': 'fingerstall.n.01', 'name': 'fingerstall'}, {'id': 7698, 'synset': 'finish_coat.n.02', 'name': 'finish_coat'}, {'id': 7699, 'synset': 'finish_coat.n.01', 'name': 'finish_coat'}, {'id': 7700, 'synset': 'finisher.n.05', 'name': 'finisher'}, {'id': 7701, 'synset': 'fin_keel.n.01', 'name': 'fin_keel'}, {'id': 7702, 'synset': 'fipple.n.01', 'name': 'fipple'}, {'id': 7703, 'synset': 'fipple_flute.n.01', 'name': 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'synset': 'fishnet.n.01', 'name': 'fishnet'}, {'id': 7734, 'synset': 'fish_slice.n.01', 'name': 'fish_slice'}, {'id': 7735, 'synset': 'fitment.n.01', 'name': 'fitment'}, {'id': 7736, 'synset': 'fixative.n.02', 'name': 'fixative'}, {'id': 7737, 'synset': 'fixer-upper.n.01', 'name': 'fixer-upper'}, {'id': 7738, 'synset': 'flageolet.n.02', 'name': 'flageolet'}, {'id': 7739, 'synset': 'flagon.n.01', 'name': 'flagon'}, {'id': 7740, 'synset': 'flagship.n.02', 'name': 'flagship'}, {'id': 7741, 'synset': 'flail.n.01', 'name': 'flail'}, {'id': 7742, 'synset': 'flambeau.n.01', 'name': 'flambeau'}, {'id': 7743, 'synset': 'flamethrower.n.01', 'name': 'flamethrower'}, {'id': 7744, 'synset': 'flange.n.01', 'name': 'flange'}, {'id': 7745, 'synset': 'flannel.n.03', 'name': 'flannel'}, {'id': 7746, 'synset': 'flannelette.n.01', 'name': 'flannelette'}, {'id': 7747, 'synset': 'flap.n.05', 'name': 'flap'}, {'id': 7748, 'synset': 'flash.n.09', 'name': 'flash'}, {'id': 7749, 'synset': 'flash_camera.n.01', 'name': 'flash_camera'}, {'id': 7750, 'synset': 'flasher.n.02', 'name': 'flasher'}, {'id': 7751, 'synset': 'flashlight_battery.n.01', 'name': 'flashlight_battery'}, {'id': 7752, 'synset': 'flash_memory.n.01', 'name': 'flash_memory'}, {'id': 7753, 'synset': 'flask.n.01', 'name': 'flask'}, {'id': 7754, 'synset': 'flat_arch.n.01', 'name': 'flat_arch'}, {'id': 7755, 'synset': 'flatbed.n.02', 'name': 'flatbed'}, {'id': 7756, 'synset': 'flatbed_press.n.01', 'name': 'flatbed_press'}, {'id': 7757, 'synset': 'flat_bench.n.01', 'name': 'flat_bench'}, {'id': 7758, 'synset': 'flatcar.n.01', 'name': 'flatcar'}, {'id': 7759, 'synset': 'flat_file.n.01', 'name': 'flat_file'}, {'id': 7760, 'synset': 'flatlet.n.01', 'name': 'flatlet'}, {'id': 7761, 'synset': 'flat_panel_display.n.01', 'name': 'flat_panel_display'}, {'id': 7762, 'synset': 'flats.n.01', 'name': 'flats'}, {'id': 7763, 'synset': 'flat_tip_screwdriver.n.01', 'name': 'flat_tip_screwdriver'}, {'id': 7764, 'synset': 'fleet_ballistic_missile_submarine.n.01', 'name': 'fleet_ballistic_missile_submarine'}, {'id': 7765, 'synset': 'fleur-de-lis.n.02', 'name': 'fleur-de-lis'}, {'id': 7766, 'synset': 'flight_simulator.n.01', 'name': 'flight_simulator'}, {'id': 7767, 'synset': 'flintlock.n.02', 'name': 'flintlock'}, {'id': 7768, 'synset': 'flintlock.n.01', 'name': 'flintlock'}, {'id': 7769, 'synset': 'float.n.05', 'name': 'float'}, {'id': 7770, 'synset': 'floating_dock.n.01', 'name': 'floating_dock'}, {'id': 7771, 'synset': 'floatplane.n.01', 'name': 'floatplane'}, {'id': 7772, 'synset': 'flood.n.03', 'name': 'flood'}, {'id': 7773, 'synset': 'floor.n.01', 'name': 'floor'}, {'id': 7774, 'synset': 'floor.n.02', 'name': 'floor'}, {'id': 7775, 'synset': 'floor.n.09', 'name': 'floor'}, {'id': 7776, 'synset': 'floorboard.n.02', 'name': 'floorboard'}, {'id': 7777, 'synset': 'floor_cover.n.01', 'name': 'floor_cover'}, {'id': 7778, 'synset': 'floor_joist.n.01', 'name': 'floor_joist'}, {'id': 7779, 'synset': 'floor_lamp.n.01', 'name': 'floor_lamp'}, {'id': 7780, 'synset': 'flophouse.n.01', 'name': 'flophouse'}, {'id': 7781, 'synset': 'florist.n.02', 'name': 'florist'}, {'id': 7782, 'synset': 'floss.n.01', 'name': 'floss'}, {'id': 7783, 'synset': 'flotsam.n.01', 'name': 'flotsam'}, {'id': 7784, 'synset': 'flour_bin.n.01', 'name': 'flour_bin'}, {'id': 7785, 'synset': 'flour_mill.n.01', 'name': 'flour_mill'}, {'id': 7786, 'synset': 'flowerbed.n.01', 'name': 'flowerbed'}, {'id': 7787, 'synset': 'flugelhorn.n.01', 'name': 'flugelhorn'}, {'id': 7788, 'synset': 'fluid_drive.n.01', 'name': 'fluid_drive'}, {'id': 7789, 'synset': 'fluid_flywheel.n.01', 'name': 'fluid_flywheel'}, {'id': 7790, 'synset': 'flume.n.02', 'name': 'flume'}, {'id': 7791, 'synset': 'fluorescent_lamp.n.01', 'name': 'fluorescent_lamp'}, {'id': 7792, 'synset': 'fluoroscope.n.01', 'name': 'fluoroscope'}, {'id': 7793, 'synset': 'flush_toilet.n.01', 'name': 'flush_toilet'}, {'id': 7794, 'synset': 'flute.n.01', 'name': 'flute'}, {'id': 7795, 'synset': 'flux_applicator.n.01', 'name': 'flux_applicator'}, {'id': 7796, 'synset': 'fluxmeter.n.01', 'name': 'fluxmeter'}, {'id': 7797, 'synset': 'fly.n.05', 'name': 'fly'}, {'id': 7798, 'synset': 'flying_boat.n.01', 'name': 'flying_boat'}, {'id': 7799, 'synset': 'flying_buttress.n.01', 'name': 'flying_buttress'}, {'id': 7800, 'synset': 'flying_carpet.n.01', 'name': 'flying_carpet'}, {'id': 7801, 'synset': 'flying_jib.n.01', 'name': 'flying_jib'}, {'id': 7802, 'synset': 'fly_rod.n.01', 'name': 'fly_rod'}, {'id': 7803, 'synset': 'fly_tent.n.01', 'name': 'fly_tent'}, {'id': 7804, 'synset': 'flytrap.n.01', 'name': 'flytrap'}, {'id': 7805, 'synset': 'flywheel.n.01', 'name': 'flywheel'}, {'id': 7806, 'synset': 'fob.n.03', 'name': 'fob'}, {'id': 7807, 'synset': 'foghorn.n.02', 'name': 'foghorn'}, {'id': 7808, 'synset': 'foglamp.n.01', 'name': 'foglamp'}, {'id': 7809, 'synset': 'foil.n.05', 'name': 'foil'}, {'id': 7810, 'synset': 'fold.n.06', 'name': 'fold'}, {'id': 7811, 'synset': 'folder.n.02', 'name': 'folder'}, {'id': 7812, 'synset': 'folding_door.n.01', 'name': 'folding_door'}, {'id': 7813, 'synset': 'folding_saw.n.01', 'name': 'folding_saw'}, {'id': 7814, 'synset': 'food_court.n.01', 'name': 'food_court'}, {'id': 7815, 'synset': 'food_hamper.n.01', 'name': 'food_hamper'}, {'id': 7816, 'synset': 'foot.n.11', 'name': 'foot'}, {'id': 7817, 'synset': 'footage.n.01', 'name': 'footage'}, {'id': 7818, 'synset': 'football_stadium.n.01', 'name': 'football_stadium'}, {'id': 7819, 'synset': 'footbath.n.01', 'name': 'footbath'}, {'id': 7820, 'synset': 'foot_brake.n.01', 'name': 'foot_brake'}, {'id': 7821, 'synset': 'footbridge.n.01', 'name': 'footbridge'}, {'id': 7822, 'synset': 'foothold.n.02', 'name': 'foothold'}, {'id': 7823, 'synset': 'footlocker.n.01', 'name': 'footlocker'}, {'id': 7824, 'synset': 'foot_rule.n.01', 'name': 'foot_rule'}, {'id': 7825, 'synset': 'footwear.n.02', 'name': 'footwear'}, {'id': 7826, 'synset': 'footwear.n.01', 'name': 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'synset': 'fore-topsail.n.01', 'name': 'fore-topsail'}, {'id': 7843, 'synset': 'forge.n.01', 'name': 'forge'}, {'id': 7844, 'synset': 'fork.n.04', 'name': 'fork'}, {'id': 7845, 'synset': 'formalwear.n.01', 'name': 'formalwear'}, {'id': 7846, 'synset': 'formica.n.01', 'name': 'Formica'}, {'id': 7847, 'synset': 'fortification.n.01', 'name': 'fortification'}, {'id': 7848, 'synset': 'fortress.n.01', 'name': 'fortress'}, {'id': 7849, 'synset': 'forty-five.n.01', 'name': 'forty-five'}, {'id': 7850, 'synset': 'foucault_pendulum.n.01', 'name': 'Foucault_pendulum'}, {'id': 7851, 'synset': 'foulard.n.01', 'name': 'foulard'}, {'id': 7852, 'synset': 'foul-weather_gear.n.01', 'name': 'foul-weather_gear'}, {'id': 7853, 'synset': 'foundation_garment.n.01', 'name': 'foundation_garment'}, {'id': 7854, 'synset': 'foundry.n.01', 'name': 'foundry'}, {'id': 7855, 'synset': 'fountain.n.01', 'name': 'fountain'}, {'id': 7856, 'synset': 'fountain_pen.n.01', 'name': 'fountain_pen'}, {'id': 7857, 'synset': 'four-in-hand.n.01', 'name': 'four-in-hand'}, {'id': 7858, 'synset': 'four-poster.n.01', 'name': 'four-poster'}, {'id': 7859, 'synset': 'four-pounder.n.01', 'name': 'four-pounder'}, {'id': 7860, 'synset': 'four-stroke_engine.n.01', 'name': 'four-stroke_engine'}, {'id': 7861, 'synset': 'four-wheel_drive.n.02', 'name': 'four-wheel_drive'}, {'id': 7862, 'synset': 'four-wheel_drive.n.01', 'name': 'four-wheel_drive'}, {'id': 7863, 'synset': 'four-wheeler.n.01', 'name': 'four-wheeler'}, {'id': 7864, 'synset': 'fowling_piece.n.01', 'name': 'fowling_piece'}, {'id': 7865, 'synset': 'foxhole.n.01', 'name': 'foxhole'}, {'id': 7866, 'synset': 'fragmentation_bomb.n.01', 'name': 'fragmentation_bomb'}, {'id': 7867, 'synset': 'frail.n.02', 'name': 'frail'}, {'id': 7868, 'synset': 'fraise.n.02', 'name': 'fraise'}, {'id': 7869, 'synset': 'frame.n.10', 'name': 'frame'}, {'id': 7870, 'synset': 'frame.n.01', 'name': 'frame'}, {'id': 7871, 'synset': 'frame_buffer.n.01', 'name': 'frame_buffer'}, {'id': 7872, 'synset': 'framework.n.03', 'name': 'framework'}, {'id': 7873, 'synset': 'francis_turbine.n.01', 'name': 'Francis_turbine'}, {'id': 7874, 'synset': 'franking_machine.n.01', 'name': 'franking_machine'}, {'id': 7875, 'synset': 'free_house.n.01', 'name': 'free_house'}, {'id': 7876, 'synset': 'free-reed.n.01', 'name': 'free-reed'}, {'id': 7877, 'synset': 'free-reed_instrument.n.01', 'name': 'free-reed_instrument'}, {'id': 7878, 'synset': 'freewheel.n.01', 'name': 'freewheel'}, {'id': 7879, 'synset': 'freight_elevator.n.01', 'name': 'freight_elevator'}, {'id': 7880, 'synset': 'freight_liner.n.01', 'name': 'freight_liner'}, {'id': 7881, 'synset': 'freight_train.n.01', 'name': 'freight_train'}, {'id': 7882, 'synset': 'french_door.n.01', 'name': 'French_door'}, {'id': 7883, 'synset': 'french_horn.n.01', 'name': 'French_horn'}, {'id': 7884, 'synset': 'french_polish.n.02', 'name': 'French_polish'}, {'id': 7885, 'synset': 'french_roof.n.01', 'name': 'French_roof'}, {'id': 7886, 'synset': 'french_window.n.01', 'name': 'French_window'}, {'id': 7887, 'synset': 'fresnel_lens.n.01', 'name': 'Fresnel_lens'}, {'id': 7888, 'synset': 'fret.n.04', 'name': 'fret'}, {'id': 7889, 'synset': 'friary.n.01', 'name': 'friary'}, {'id': 7890, 'synset': 'friction_clutch.n.01', 'name': 'friction_clutch'}, {'id': 7891, 'synset': 'frieze.n.02', 'name': 'frieze'}, {'id': 7892, 'synset': 'frieze.n.01', 'name': 'frieze'}, {'id': 7893, 'synset': 'frigate.n.02', 'name': 'frigate'}, {'id': 7894, 'synset': 'frigate.n.01', 'name': 'frigate'}, {'id': 7895, 'synset': 'frill.n.03', 'name': 'frill'}, {'id': 7896, 'synset': 'frock.n.01', 'name': 'frock'}, {'id': 7897, 'synset': 'frock_coat.n.01', 'name': 'frock_coat'}, {'id': 7898, 'synset': 'frontlet.n.01', 'name': 'frontlet'}, {'id': 7899, 'synset': 'front_porch.n.01', 'name': 'front_porch'}, {'id': 7900, 'synset': 'front_projector.n.01', 'name': 'front_projector'}, {'id': 7901, 'synset': 'fruit_machine.n.01', 'name': 'fruit_machine'}, {'id': 7902, 'synset': 'fuel_filter.n.01', 'name': 'fuel_filter'}, {'id': 7903, 'synset': 'fuel_gauge.n.01', 'name': 'fuel_gauge'}, {'id': 7904, 'synset': 'fuel_injection.n.01', 'name': 'fuel_injection'}, {'id': 7905, 'synset': 'fuel_system.n.01', 'name': 'fuel_system'}, {'id': 7906, 'synset': 'full-dress_uniform.n.01', 'name': 'full-dress_uniform'}, {'id': 7907, 'synset': 'full_metal_jacket.n.01', 'name': 'full_metal_jacket'}, {'id': 7908, 'synset': 'full_skirt.n.01', 'name': 'full_skirt'}, {'id': 7909, 'synset': 'fumigator.n.02', 'name': 'fumigator'}, {'id': 7910, 'synset': 'funeral_home.n.01', 'name': 'funeral_home'}, {'id': 7911, 'synset': 'funny_wagon.n.01', 'name': 'funny_wagon'}, {'id': 7912, 'synset': 'fur.n.03', 'name': 'fur'}, {'id': 7913, 'synset': 'fur_coat.n.01', 'name': 'fur_coat'}, {'id': 7914, 'synset': 'fur_hat.n.01', 'name': 'fur_hat'}, {'id': 7915, 'synset': 'furnace.n.01', 'name': 'furnace'}, {'id': 7916, 'synset': 'furnace_lining.n.01', 'name': 'furnace_lining'}, {'id': 7917, 'synset': 'furnace_room.n.01', 'name': 'furnace_room'}, {'id': 7918, 'synset': 'furnishing.n.02', 'name': 'furnishing'}, {'id': 7919, 'synset': 'furnishing.n.01', 'name': 'furnishing'}, {'id': 7920, 'synset': 'furniture.n.01', 'name': 'furniture'}, {'id': 7921, 'synset': 'fur-piece.n.01', 'name': 'fur-piece'}, {'id': 7922, 'synset': 'furrow.n.01', 'name': 'furrow'}, {'id': 7923, 'synset': 'fuse.n.01', 'name': 'fuse'}, {'id': 7924, 'synset': 'fusee_drive.n.01', 'name': 'fusee_drive'}, {'id': 7925, 'synset': 'fuselage.n.01', 'name': 'fuselage'}, {'id': 7926, 'synset': 'fusil.n.01', 'name': 'fusil'}, {'id': 7927, 'synset': 'fustian.n.02', 'name': 'fustian'}, {'id': 7928, 'synset': 'gabardine.n.01', 'name': 'gabardine'}, {'id': 7929, 'synset': 'gable.n.01', 'name': 'gable'}, {'id': 7930, 'synset': 'gable_roof.n.01', 'name': 'gable_roof'}, {'id': 7931, 'synset': 'gadgetry.n.01', 'name': 'gadgetry'}, {'id': 7932, 'synset': 'gaff.n.03', 'name': 'gaff'}, {'id': 7933, 'synset': 'gaff.n.02', 'name': 'gaff'}, {'id': 7934, 'synset': 'gaff.n.01', 'name': 'gaff'}, {'id': 7935, 'synset': 'gaffsail.n.01', 'name': 'gaffsail'}, {'id': 7936, 'synset': 'gaff_topsail.n.01', 'name': 'gaff_topsail'}, {'id': 7937, 'synset': 'gaiter.n.03', 'name': 'gaiter'}, {'id': 7938, 'synset': 'gaiter.n.02', 'name': 'gaiter'}, {'id': 7939, 'synset': 'galilean_telescope.n.01', 'name': 'Galilean_telescope'}, {'id': 7940, 'synset': 'galleon.n.01', 'name': 'galleon'}, {'id': 7941, 'synset': 'gallery.n.04', 'name': 'gallery'}, {'id': 7942, 'synset': 'gallery.n.03', 'name': 'gallery'}, {'id': 7943, 'synset': 'galley.n.04', 'name': 'galley'}, {'id': 7944, 'synset': 'galley.n.03', 'name': 'galley'}, {'id': 7945, 'synset': 'galley.n.02', 'name': 'galley'}, {'id': 7946, 'synset': 'gallows.n.01', 'name': 'gallows'}, {'id': 7947, 'synset': 'gallows_tree.n.01', 'name': 'gallows_tree'}, {'id': 7948, 'synset': 'galvanometer.n.01', 'name': 'galvanometer'}, {'id': 7949, 'synset': 'gambling_house.n.01', 'name': 'gambling_house'}, {'id': 7950, 'synset': 'gambrel.n.01', 'name': 'gambrel'}, {'id': 7951, 'synset': 'game.n.09', 'name': 'game'}, {'id': 7952, 'synset': 'gamebag.n.01', 'name': 'gamebag'}, {'id': 7953, 'synset': 'game_equipment.n.01', 'name': 'game_equipment'}, {'id': 7954, 'synset': 'gaming_table.n.01', 'name': 'gaming_table'}, {'id': 7955, 'synset': 'gamp.n.01', 'name': 'gamp'}, {'id': 7956, 'synset': 'gangplank.n.01', 'name': 'gangplank'}, {'id': 7957, 'synset': 'gangsaw.n.01', 'name': 'gangsaw'}, {'id': 7958, 'synset': 'gangway.n.01', 'name': 'gangway'}, {'id': 7959, 'synset': 'gantlet.n.04', 'name': 'gantlet'}, {'id': 7960, 'synset': 'gantry.n.01', 'name': 'gantry'}, {'id': 7961, 'synset': 'garage.n.01', 'name': 'garage'}, {'id': 7962, 'synset': 'garage.n.02', 'name': 'garage'}, {'id': 7963, 'synset': 'garand_rifle.n.01', 'name': 'Garand_rifle'}, {'id': 7964, 'synset': 'garboard.n.01', 'name': 'garboard'}, {'id': 7965, 'synset': 'garden.n.01', 'name': 'garden'}, {'id': 7966, 'synset': 'garden.n.03', 'name': 'garden'}, {'id': 7967, 'synset': 'garden_rake.n.01', 'name': 'garden_rake'}, {'id': 7968, 'synset': 'garden_spade.n.01', 'name': 'garden_spade'}, {'id': 7969, 'synset': 'garden_tool.n.01', 'name': 'garden_tool'}, {'id': 7970, 'synset': 'garden_trowel.n.01', 'name': 'garden_trowel'}, {'id': 7971, 'synset': 'gargoyle.n.01', 'name': 'gargoyle'}, {'id': 7972, 'synset': 'garibaldi.n.02', 'name': 'garibaldi'}, {'id': 7973, 'synset': 'garlic_press.n.01', 'name': 'garlic_press'}, {'id': 7974, 'synset': 'garment.n.01', 'name': 'garment'}, {'id': 7975, 'synset': 'garment_bag.n.01', 'name': 'garment_bag'}, {'id': 7976, 'synset': 'garrison_cap.n.01', 'name': 'garrison_cap'}, {'id': 7977, 'synset': 'garrote.n.01', 'name': 'garrote'}, {'id': 7978, 'synset': 'garter.n.01', 'name': 'garter'}, {'id': 7979, 'synset': 'garter_belt.n.01', 'name': 'garter_belt'}, {'id': 7980, 'synset': 'garter_stitch.n.01', 'name': 'garter_stitch'}, {'id': 7981, 'synset': 'gas_guzzler.n.01', 'name': 'gas_guzzler'}, {'id': 7982, 'synset': 'gas_shell.n.01', 'name': 'gas_shell'}, {'id': 7983, 'synset': 'gas_bracket.n.01', 'name': 'gas_bracket'}, {'id': 7984, 'synset': 'gas_burner.n.01', 'name': 'gas_burner'}, {'id': 7985, 'synset': 'gas-cooled_reactor.n.01', 'name': 'gas-cooled_reactor'}, {'id': 7986, 'synset': 'gas-discharge_tube.n.01', 'name': 'gas-discharge_tube'}, {'id': 7987, 'synset': 'gas_engine.n.01', 'name': 'gas_engine'}, {'id': 7988, 'synset': 'gas_fixture.n.01', 'name': 'gas_fixture'}, {'id': 7989, 'synset': 'gas_furnace.n.01', 'name': 'gas_furnace'}, {'id': 7990, 'synset': 'gas_gun.n.01', 'name': 'gas_gun'}, {'id': 7991, 'synset': 'gas_heater.n.01', 'name': 'gas_heater'}, {'id': 7992, 'synset': 'gas_holder.n.01', 'name': 'gas_holder'}, {'id': 7993, 'synset': 'gasket.n.01', 'name': 'gasket'}, {'id': 7994, 'synset': 'gas_lamp.n.01', 'name': 'gas_lamp'}, {'id': 7995, 'synset': 'gas_maser.n.01', 'name': 'gas_maser'}, {'id': 7996, 'synset': 'gas_meter.n.01', 'name': 'gas_meter'}, {'id': 7997, 'synset': 'gasoline_engine.n.01', 'name': 'gasoline_engine'}, {'id': 7998, 'synset': 'gasoline_gauge.n.01', 'name': 'gasoline_gauge'}, {'id': 7999, 'synset': 'gas_oven.n.02', 'name': 'gas_oven'}, {'id': 8000, 'synset': 'gas_oven.n.01', 'name': 'gas_oven'}, {'id': 8001, 'synset': 'gas_pump.n.01', 'name': 'gas_pump'}, {'id': 8002, 'synset': 'gas_range.n.01', 'name': 'gas_range'}, {'id': 8003, 'synset': 'gas_ring.n.01', 'name': 'gas_ring'}, {'id': 8004, 'synset': 'gas_tank.n.01', 'name': 'gas_tank'}, {'id': 8005, 'synset': 'gas_thermometer.n.01', 'name': 'gas_thermometer'}, {'id': 8006, 'synset': 'gastroscope.n.01', 'name': 'gastroscope'}, {'id': 8007, 'synset': 'gas_turbine.n.01', 'name': 'gas_turbine'}, {'id': 8008, 'synset': 'gas-turbine_ship.n.01', 'name': 'gas-turbine_ship'}, {'id': 8009, 'synset': 'gat.n.01', 'name': 'gat'}, {'id': 8010, 'synset': 'gate.n.01', 'name': 'gate'}, {'id': 8011, 'synset': 'gatehouse.n.01', 'name': 'gatehouse'}, {'id': 8012, 'synset': 'gateleg_table.n.01', 'name': 'gateleg_table'}, {'id': 8013, 'synset': 'gatepost.n.01', 'name': 'gatepost'}, {'id': 8014, 'synset': 'gathered_skirt.n.01', 'name': 'gathered_skirt'}, {'id': 8015, 'synset': 'gatling_gun.n.01', 'name': 'Gatling_gun'}, {'id': 8016, 'synset': 'gauge.n.01', 'name': 'gauge'}, {'id': 8017, 'synset': 'gauntlet.n.03', 'name': 'gauntlet'}, {'id': 8018, 'synset': 'gauntlet.n.02', 'name': 'gauntlet'}, {'id': 8019, 'synset': 'gauze.n.02', 'name': 'gauze'}, {'id': 8020, 'synset': 'gauze.n.01', 'name': 'gauze'}, {'id': 8021, 'synset': 'gavel.n.01', 'name': 'gavel'}, {'id': 8022, 'synset': 'gazebo.n.01', 'name': 'gazebo'}, {'id': 8023, 'synset': 'gear.n.01', 'name': 'gear'}, {'id': 8024, 'synset': 'gear.n.04', 'name': 'gear'}, {'id': 8025, 'synset': 'gear.n.03', 'name': 'gear'}, {'id': 8026, 'synset': 'gearbox.n.01', 'name': 'gearbox'}, {'id': 8027, 'synset': 'gearing.n.01', 'name': 'gearing'}, {'id': 8028, 'synset': 'gearset.n.01', 'name': 'gearset'}, {'id': 8029, 'synset': 'gearshift.n.01', 'name': 'gearshift'}, {'id': 8030, 'synset': 'geiger_counter.n.01', 'name': 'Geiger_counter'}, {'id': 8031, 'synset': 'geiger_tube.n.01', 'name': 'Geiger_tube'}, {'id': 8032, 'synset': 'gene_chip.n.01', 'name': 'gene_chip'}, {'id': 8033, 'synset': 'general-purpose_bomb.n.01', 'name': 'general-purpose_bomb'}, {'id': 8034, 'synset': 'generator.n.01', 'name': 'generator'}, {'id': 8035, 'synset': 'generator.n.04', 'name': 'generator'}, {'id': 8036, 'synset': 'geneva_gown.n.01', 'name': 'Geneva_gown'}, {'id': 8037, 'synset': 'geodesic_dome.n.01', 'name': 'geodesic_dome'}, {'id': 8038, 'synset': 'georgette.n.01', 'name': 'georgette'}, {'id': 8039, 'synset': 'gharry.n.01', 'name': 'gharry'}, {'id': 8040, 'synset': 'ghat.n.01', 'name': 'ghat'}, {'id': 8041, 'synset': 'ghetto_blaster.n.01', 'name': 'ghetto_blaster'}, {'id': 8042, 'synset': 'gift_shop.n.01', 'name': 'gift_shop'}, {'id': 8043, 'synset': 'gift_wrapping.n.01', 'name': 'gift_wrapping'}, {'id': 8044, 'synset': 'gig.n.05', 'name': 'gig'}, {'id': 8045, 'synset': 'gig.n.04', 'name': 'gig'}, {'id': 8046, 'synset': 'gig.n.01', 'name': 'gig'}, {'id': 8047, 'synset': 'gig.n.03', 'name': 'gig'}, {'id': 8048, 'synset': 'gildhall.n.01', 'name': 'gildhall'}, {'id': 8049, 'synset': 'gill_net.n.01', 'name': 'gill_net'}, {'id': 8050, 'synset': 'gilt.n.01', 'name': 'gilt'}, {'id': 8051, 'synset': 'gimbal.n.01', 'name': 'gimbal'}, {'id': 8052, 'synset': 'gingham.n.01', 'name': 'gingham'}, {'id': 8053, 'synset': 'girandole.n.01', 'name': 'girandole'}, {'id': 8054, 'synset': 'girder.n.01', 'name': 'girder'}, {'id': 8055, 'synset': 'glass.n.07', 'name': 'glass'}, {'id': 8056, 'synset': 'glass_cutter.n.03', 'name': 'glass_cutter'}, {'id': 8057, 'synset': 'glasses_case.n.01', 'name': 'glasses_case'}, {'id': 8058, 'synset': 'glebe_house.n.01', 'name': 'glebe_house'}, {'id': 8059, 'synset': 'glengarry.n.01', 'name': 'Glengarry'}, {'id': 8060, 'synset': 'glider.n.01', 'name': 'glider'}, {'id': 8061, 'synset': 'global_positioning_system.n.01', 'name': 'Global_Positioning_System'}, {'id': 8062, 'synset': 'glockenspiel.n.01', 'name': 'glockenspiel'}, {'id': 8063, 'synset': 'glory_hole.n.01', 'name': 'glory_hole'}, {'id': 8064, 'synset': 'glove_compartment.n.01', 'name': 'glove_compartment'}, {'id': 8065, 'synset': 'glow_lamp.n.01', 'name': 'glow_lamp'}, {'id': 8066, 'synset': 'glow_tube.n.01', 'name': 'glow_tube'}, {'id': 8067, 'synset': 'glyptic_art.n.01', 'name': 'glyptic_art'}, {'id': 8068, 'synset': 'glyptics.n.01', 'name': 'glyptics'}, {'id': 8069, 'synset': 'gnomon.n.01', 'name': 'gnomon'}, {'id': 8070, 'synset': 'goal.n.03', 'name': 'goal'}, {'id': 8071, 'synset': 'goalmouth.n.01', 'name': 'goalmouth'}, {'id': 8072, 'synset': 'goalpost.n.01', 'name': 'goalpost'}, {'id': 8073, 'synset': 'goblet.n.01', 'name': 'goblet'}, {'id': 8074, 'synset': 'godown.n.01', 'name': 'godown'}, {'id': 8075, 'synset': 'go-kart.n.01', 'name': 'go-kart'}, {'id': 8076, 'synset': 'gold_plate.n.02', 'name': 'gold_plate'}, {'id': 8077, 'synset': 'golf_bag.n.01', 'name': 'golf_bag'}, {'id': 8078, 'synset': 'golf_ball.n.01', 'name': 'golf_ball'}, {'id': 8079, 'synset': 'golf-club_head.n.01', 'name': 'golf-club_head'}, {'id': 8080, 'synset': 'golf_equipment.n.01', 'name': 'golf_equipment'}, {'id': 8081, 'synset': 'golf_glove.n.01', 'name': 'golf_glove'}, {'id': 8082, 'synset': 'golliwog.n.01', 'name': 'golliwog'}, {'id': 8083, 'synset': 'gong.n.01', 'name': 'gong'}, {'id': 8084, 'synset': 'goniometer.n.01', 'name': 'goniometer'}, {'id': 8085, 'synset': 'gordian_knot.n.02', 'name': 'Gordian_knot'}, {'id': 8086, 'synset': 'gorget.n.01', 'name': 'gorget'}, {'id': 8087, 'synset': 'gossamer.n.01', 'name': 'gossamer'}, {'id': 8088, 'synset': 'gothic_arch.n.01', 'name': 'Gothic_arch'}, {'id': 8089, 'synset': 'gouache.n.01', 'name': 'gouache'}, {'id': 8090, 'synset': 'gouge.n.02', 'name': 'gouge'}, {'id': 8091, 'synset': 'gourd.n.01', 'name': 'gourd'}, {'id': 8092, 'synset': 'government_building.n.01', 'name': 'government_building'}, {'id': 8093, 'synset': 'government_office.n.01', 'name': 'government_office'}, {'id': 8094, 'synset': 'gown.n.01', 'name': 'gown'}, {'id': 8095, 'synset': 'gown.n.05', 'name': 'gown'}, {'id': 8096, 'synset': 'gown.n.04', 'name': 'gown'}, {'id': 8097, 'synset': 'grab.n.01', 'name': 'grab'}, {'id': 8098, 'synset': 'grab_bag.n.02', 'name': 'grab_bag'}, {'id': 8099, 'synset': 'grab_bar.n.01', 'name': 'grab_bar'}, {'id': 8100, 'synset': 'grace_cup.n.01', 'name': 'grace_cup'}, {'id': 8101, 'synset': 'grade_separation.n.01', 'name': 'grade_separation'}, {'id': 8102, 'synset': 'graduated_cylinder.n.01', 'name': 'graduated_cylinder'}, {'id': 8103, 'synset': 'graffito.n.01', 'name': 'graffito'}, {'id': 8104, 'synset': 'gramophone.n.01', 'name': 'gramophone'}, {'id': 8105, 'synset': 'granary.n.01', 'name': 'granary'}, {'id': 8106, 'synset': 'grandfather_clock.n.01', 'name': 'grandfather_clock'}, {'id': 8107, 'synset': 'grand_piano.n.01', 'name': 'grand_piano'}, {'id': 8108, 'synset': 'graniteware.n.01', 'name': 'graniteware'}, {'id': 8109, 'synset': 'granny_knot.n.01', 'name': 'granny_knot'}, {'id': 8110, 'synset': 'grape_arbor.n.01', 'name': 'grape_arbor'}, {'id': 8111, 'synset': 'grapnel.n.02', 'name': 'grapnel'}, {'id': 8112, 'synset': 'grapnel.n.01', 'name': 'grapnel'}, {'id': 8113, 'synset': 'grass_skirt.n.01', 'name': 'grass_skirt'}, {'id': 8114, 'synset': 'grate.n.01', 'name': 'grate'}, {'id': 8115, 'synset': 'grate.n.03', 'name': 'grate'}, {'id': 8116, 'synset': 'graver.n.01', 'name': 'graver'}, {'id': 8117, 'synset': 'gravimeter.n.02', 'name': 'gravimeter'}, {'id': 8118, 'synset': 'gravure.n.03', 'name': 'gravure'}, {'id': 8119, 'synset': 'grey.n.06', 'name': 'grey'}, {'id': 8120, 'synset': 'grease-gun.n.01', 'name': 'grease-gun'}, {'id': 8121, 'synset': 'greasepaint.n.01', 'name': 'greasepaint'}, {'id': 8122, 'synset': 'greasy_spoon.n.01', 'name': 'greasy_spoon'}, {'id': 8123, 'synset': 'greatcoat.n.01', 'name': 'greatcoat'}, {'id': 8124, 'synset': 'great_hall.n.01', 'name': 'great_hall'}, {'id': 8125, 'synset': 'greave.n.01', 'name': 'greave'}, {'id': 8126, 'synset': 'greengrocery.n.02', 'name': 'greengrocery'}, {'id': 8127, 'synset': 'greenhouse.n.01', 'name': 'greenhouse'}, {'id': 8128, 'synset': 'grenade.n.01', 'name': 'grenade'}, {'id': 8129, 'synset': 'grid.n.05', 'name': 'grid'}, {'id': 8130, 'synset': 'grille.n.02', 'name': 'grille'}, {'id': 8131, 'synset': 'grillroom.n.01', 'name': 'grillroom'}, {'id': 8132, 'synset': 'grinder.n.04', 'name': 'grinder'}, {'id': 8133, 'synset': 'grinding_wheel.n.01', 'name': 'grinding_wheel'}, {'id': 8134, 'synset': 'grindstone.n.01', 'name': 'grindstone'}, {'id': 8135, 'synset': 'gripsack.n.01', 'name': 'gripsack'}, {'id': 8136, 'synset': 'gristmill.n.01', 'name': 'gristmill'}, {'id': 8137, 'synset': 'grocery_store.n.01', 'name': 'grocery_store'}, {'id': 8138, 'synset': 'grogram.n.01', 'name': 'grogram'}, {'id': 8139, 'synset': 'groined_vault.n.01', 'name': 'groined_vault'}, {'id': 8140, 'synset': 'groover.n.01', 'name': 'groover'}, {'id': 8141, 'synset': 'grosgrain.n.01', 'name': 'grosgrain'}, {'id': 8142, 'synset': 'gros_point.n.01', 'name': 'gros_point'}, {'id': 8143, 'synset': 'ground.n.09', 'name': 'ground'}, {'id': 8144, 'synset': 'ground_bait.n.01', 'name': 'ground_bait'}, {'id': 8145, 'synset': 'ground_control.n.01', 'name': 'ground_control'}, {'id': 8146, 'synset': 'ground_floor.n.01', 'name': 'ground_floor'}, {'id': 8147, 'synset': 'groundsheet.n.01', 'name': 'groundsheet'}, {'id': 8148, 'synset': 'g-string.n.01', 'name': 'G-string'}, {'id': 8149, 'synset': 'guard.n.03', 'name': 'guard'}, {'id': 8150, 'synset': 'guard_boat.n.01', 'name': 'guard_boat'}, {'id': 8151, 'synset': 'guardroom.n.02', 'name': 'guardroom'}, {'id': 8152, 'synset': 'guardroom.n.01', 'name': 'guardroom'}, {'id': 8153, 'synset': 'guard_ship.n.01', 'name': 'guard_ship'}, {'id': 8154, 'synset': "guard's_van.n.01", 'name': "guard's_van"}, {'id': 8155, 'synset': 'gueridon.n.01', 'name': 'gueridon'}, {'id': 8156, 'synset': 'guarnerius.n.03', 'name': 'Guarnerius'}, {'id': 8157, 'synset': 'guesthouse.n.01', 'name': 'guesthouse'}, {'id': 8158, 'synset': 'guestroom.n.01', 'name': 'guestroom'}, {'id': 8159, 'synset': 'guidance_system.n.01', 'name': 'guidance_system'}, {'id': 8160, 'synset': 'guided_missile.n.01', 'name': 'guided_missile'}, {'id': 8161, 'synset': 'guided_missile_cruiser.n.01', 'name': 'guided_missile_cruiser'}, {'id': 8162, 'synset': 'guided_missile_frigate.n.01', 'name': 'guided_missile_frigate'}, {'id': 8163, 'synset': 'guildhall.n.01', 'name': 'guildhall'}, {'id': 8164, 'synset': 'guilloche.n.01', 'name': 'guilloche'}, {'id': 8165, 'synset': 'guillotine.n.02', 'name': 'guillotine'}, {'id': 8166, 'synset': 'guimpe.n.02', 'name': 'guimpe'}, {'id': 8167, 'synset': 'guimpe.n.01', 'name': 'guimpe'}, {'id': 8168, 'synset': 'guitar_pick.n.01', 'name': 'guitar_pick'}, {'id': 8169, 'synset': 'gulag.n.01', 'name': 'gulag'}, {'id': 8170, 'synset': 'gunboat.n.01', 'name': 'gunboat'}, {'id': 8171, 'synset': 'gun_carriage.n.01', 'name': 'gun_carriage'}, {'id': 8172, 'synset': 'gun_case.n.01', 'name': 'gun_case'}, {'id': 8173, 'synset': 'gun_emplacement.n.01', 'name': 'gun_emplacement'}, {'id': 8174, 'synset': 'gun_enclosure.n.01', 'name': 'gun_enclosure'}, {'id': 8175, 'synset': 'gunlock.n.01', 'name': 'gunlock'}, {'id': 8176, 'synset': 'gunnery.n.01', 'name': 'gunnery'}, {'id': 8177, 'synset': 'gunnysack.n.01', 'name': 'gunnysack'}, {'id': 8178, 'synset': 'gun_pendulum.n.01', 'name': 'gun_pendulum'}, {'id': 8179, 'synset': 'gun_room.n.01', 'name': 'gun_room'}, {'id': 8180, 'synset': 'gunsight.n.01', 'name': 'gunsight'}, {'id': 8181, 'synset': 'gun_trigger.n.01', 'name': 'gun_trigger'}, {'id': 8182, 'synset': 'gurney.n.01', 'name': 'gurney'}, {'id': 8183, 'synset': 'gusher.n.01', 'name': 'gusher'}, {'id': 8184, 'synset': 'gusset.n.03', 'name': 'gusset'}, {'id': 8185, 'synset': 'gusset.n.02', 'name': 'gusset'}, {'id': 8186, 'synset': 'guy.n.03', 'name': 'guy'}, {'id': 8187, 'synset': 'gymnastic_apparatus.n.01', 'name': 'gymnastic_apparatus'}, {'id': 8188, 'synset': 'gym_shoe.n.01', 'name': 'gym_shoe'}, {'id': 8189, 'synset': 'gym_suit.n.01', 'name': 'gym_suit'}, {'id': 8190, 'synset': 'gymslip.n.01', 'name': 'gymslip'}, {'id': 8191, 'synset': 'gypsy_cab.n.01', 'name': 'gypsy_cab'}, {'id': 8192, 'synset': 'gyrocompass.n.01', 'name': 'gyrocompass'}, {'id': 8193, 'synset': 'gyroscope.n.01', 'name': 'gyroscope'}, {'id': 8194, 'synset': 'gyrostabilizer.n.01', 'name': 'gyrostabilizer'}, {'id': 8195, 'synset': 'habergeon.n.01', 'name': 'habergeon'}, {'id': 8196, 'synset': 'habit.n.03', 'name': 'habit'}, {'id': 8197, 'synset': 'habit.n.05', 'name': 'habit'}, {'id': 8198, 'synset': 'hacienda.n.02', 'name': 'hacienda'}, {'id': 8199, 'synset': 'hacksaw.n.01', 'name': 'hacksaw'}, {'id': 8200, 'synset': 'haft.n.01', 'name': 'haft'}, {'id': 8201, 'synset': 'haircloth.n.01', 'name': 'haircloth'}, {'id': 8202, 'synset': 'hairdressing.n.01', 'name': 'hairdressing'}, {'id': 8203, 'synset': 'hairpiece.n.01', 'name': 'hairpiece'}, {'id': 8204, 'synset': 'hair_shirt.n.01', 'name': 'hair_shirt'}, {'id': 8205, 'synset': 'hair_slide.n.01', 'name': 'hair_slide'}, {'id': 8206, 'synset': 'hair_spray.n.01', 'name': 'hair_spray'}, {'id': 8207, 'synset': 'hairspring.n.01', 'name': 'hairspring'}, {'id': 8208, 'synset': 'hair_trigger.n.01', 'name': 'hair_trigger'}, {'id': 8209, 'synset': 'halberd.n.01', 'name': 'halberd'}, {'id': 8210, 'synset': 'half_binding.n.01', 'name': 'half_binding'}, {'id': 8211, 'synset': 'half_hatchet.n.01', 'name': 'half_hatchet'}, {'id': 8212, 'synset': 'half_hitch.n.01', 'name': 'half_hitch'}, {'id': 8213, 'synset': 'half_track.n.01', 'name': 'half_track'}, {'id': 8214, 'synset': 'hall.n.13', 'name': 'hall'}, {'id': 8215, 'synset': 'hall.n.03', 'name': 'hall'}, {'id': 8216, 'synset': 'hall.n.12', 'name': 'hall'}, {'id': 8217, 'synset': 'hall_of_fame.n.01', 'name': 'Hall_of_Fame'}, {'id': 8218, 'synset': 'hall_of_residence.n.01', 'name': 'hall_of_residence'}, {'id': 8219, 'synset': 'hallstand.n.01', 'name': 'hallstand'}, {'id': 8220, 'synset': 'halter.n.01', 'name': 'halter'}, {'id': 8221, 'synset': 'hame.n.01', 'name': 'hame'}, {'id': 8222, 'synset': 'hammer.n.07', 'name': 'hammer'}, {'id': 8223, 'synset': 'hammer.n.05', 'name': 'hammer'}, {'id': 8224, 'synset': 'hammerhead.n.02', 'name': 'hammerhead'}, {'id': 8225, 'synset': 'hand.n.08', 'name': 'hand'}, {'id': 8226, 'synset': 'handball.n.01', 'name': 'handball'}, {'id': 8227, 'synset': 'handbarrow.n.01', 'name': 'handbarrow'}, {'id': 8228, 'synset': 'handbell.n.01', 'name': 'handbell'}, {'id': 8229, 'synset': 'handbow.n.01', 'name': 'handbow'}, {'id': 8230, 'synset': 'hand_brake.n.01', 'name': 'hand_brake'}, {'id': 8231, 'synset': 'hand_calculator.n.01', 'name': 'hand_calculator'}, {'id': 8232, 'synset': 'handcar.n.01', 'name': 'handcar'}, {'id': 8233, 'synset': 'hand_cream.n.01', 'name': 'hand_cream'}, {'id': 8234, 'synset': 'hand_drill.n.01', 'name': 'hand_drill'}, {'id': 8235, 'synset': 'hand_glass.n.02', 'name': 'hand_glass'}, {'id': 8236, 'synset': 'hand_grenade.n.01', 'name': 'hand_grenade'}, {'id': 8237, 'synset': 'hand-held_computer.n.01', 'name': 'hand-held_computer'}, {'id': 8238, 'synset': 'handhold.n.01', 'name': 'handhold'}, {'id': 8239, 'synset': 'handlebar.n.01', 'name': 'handlebar'}, {'id': 8240, 'synset': 'handloom.n.01', 'name': 'handloom'}, {'id': 8241, 'synset': 'hand_lotion.n.01', 'name': 'hand_lotion'}, {'id': 8242, 'synset': 'hand_luggage.n.01', 'name': 'hand_luggage'}, {'id': 8243, 'synset': 'hand-me-down.n.01', 'name': 'hand-me-down'}, {'id': 8244, 'synset': 'hand_mower.n.01', 'name': 'hand_mower'}, {'id': 8245, 'synset': 'hand_pump.n.01', 'name': 'hand_pump'}, {'id': 8246, 'synset': 'handrest.n.01', 'name': 'handrest'}, {'id': 8247, 'synset': 'handset.n.01', 'name': 'handset'}, {'id': 8248, 'synset': 'hand_shovel.n.01', 'name': 'hand_shovel'}, {'id': 8249, 'synset': 'handspike.n.01', 'name': 'handspike'}, {'id': 8250, 'synset': 'handstamp.n.01', 'name': 'handstamp'}, {'id': 8251, 'synset': 'hand_throttle.n.01', 'name': 'hand_throttle'}, {'id': 8252, 'synset': 'hand_tool.n.01', 'name': 'hand_tool'}, {'id': 8253, 'synset': 'hand_truck.n.01', 'name': 'hand_truck'}, {'id': 8254, 'synset': 'handwear.n.01', 'name': 'handwear'}, {'id': 8255, 'synset': 'handwheel.n.02', 'name': 'handwheel'}, {'id': 8256, 'synset': 'handwheel.n.01', 'name': 'handwheel'}, {'id': 8257, 'synset': 'hangar_queen.n.01', 'name': 'hangar_queen'}, {'id': 8258, 'synset': 'hanger.n.02', 'name': 'hanger'}, {'id': 8259, 'synset': 'hang_glider.n.02', 'name': 'hang_glider'}, {'id': 8260, 'synset': "hangman's_rope.n.01", 'name': "hangman's_rope"}, {'id': 8261, 'synset': 'hank.n.01', 'name': 'hank'}, {'id': 8262, 'synset': 'hansom.n.01', 'name': 'hansom'}, {'id': 8263, 'synset': 'harbor.n.02', 'name': 'harbor'}, {'id': 8264, 'synset': 'hard_disc.n.01', 'name': 'hard_disc'}, {'id': 8265, 'synset': 'hard_hat.n.02', 'name': 'hard_hat'}, {'id': 8266, 'synset': 'hardtop.n.01', 'name': 'hardtop'}, {'id': 8267, 'synset': 'hardware.n.02', 'name': 'hardware'}, {'id': 8268, 'synset': 'hardware_store.n.01', 'name': 'hardware_store'}, {'id': 8269, 'synset': 'harmonica.n.01', 'name': 'harmonica'}, {'id': 8270, 'synset': 'harness.n.02', 'name': 'harness'}, {'id': 8271, 'synset': 'harness.n.01', 'name': 'harness'}, {'id': 8272, 'synset': 'harp.n.01', 'name': 'harp'}, {'id': 8273, 'synset': 'harp.n.02', 'name': 'harp'}, {'id': 8274, 'synset': 'harpoon.n.01', 'name': 'harpoon'}, {'id': 8275, 'synset': 'harpoon_gun.n.01', 'name': 'harpoon_gun'}, {'id': 8276, 'synset': 'harpoon_log.n.01', 'name': 'harpoon_log'}, {'id': 8277, 'synset': 'harpsichord.n.01', 'name': 'harpsichord'}, {'id': 8278, 'synset': 'harris_tweed.n.01', 'name': 'Harris_Tweed'}, {'id': 8279, 'synset': 'harrow.n.01', 'name': 'harrow'}, {'id': 8280, 'synset': 'harvester.n.02', 'name': 'harvester'}, {'id': 8281, 'synset': 'hash_house.n.01', 'name': 'hash_house'}, {'id': 8282, 'synset': 'hasp.n.01', 'name': 'hasp'}, {'id': 8283, 'synset': 'hatch.n.03', 'name': 'hatch'}, {'id': 8284, 'synset': 'hatchback.n.02', 'name': 'hatchback'}, {'id': 8285, 'synset': 'hatchback.n.01', 'name': 'hatchback'}, {'id': 8286, 'synset': 'hatchel.n.01', 'name': 'hatchel'}, {'id': 8287, 'synset': 'hatchet.n.02', 'name': 'hatchet'}, {'id': 8288, 'synset': 'hatpin.n.01', 'name': 'hatpin'}, {'id': 8289, 'synset': 'hauberk.n.01', 'name': 'hauberk'}, {'id': 8290, 'synset': 'hawaiian_guitar.n.01', 'name': 'Hawaiian_guitar'}, {'id': 8291, 'synset': 'hawse.n.01', 'name': 'hawse'}, {'id': 8292, 'synset': 'hawser.n.01', 'name': 'hawser'}, {'id': 8293, 'synset': 'hawser_bend.n.01', 'name': 'hawser_bend'}, {'id': 8294, 'synset': 'hay_bale.n.01', 'name': 'hay_bale'}, {'id': 8295, 'synset': 'hayfork.n.01', 'name': 'hayfork'}, {'id': 8296, 'synset': 'hayloft.n.01', 'name': 'hayloft'}, {'id': 8297, 'synset': 'haymaker.n.01', 'name': 'haymaker'}, {'id': 8298, 'synset': 'hayrack.n.02', 'name': 'hayrack'}, {'id': 8299, 'synset': 'hayrack.n.01', 'name': 'hayrack'}, {'id': 8300, 'synset': 'hazard.n.03', 'name': 'hazard'}, {'id': 8301, 'synset': 'head.n.31', 'name': 'head'}, {'id': 8302, 'synset': 'head.n.30', 'name': 'head'}, {'id': 8303, 'synset': 'head.n.29', 'name': 'head'}, {'id': 8304, 'synset': 'headdress.n.01', 'name': 'headdress'}, {'id': 8305, 'synset': 'header.n.05', 'name': 'header'}, {'id': 8306, 'synset': 'header.n.04', 'name': 'header'}, {'id': 8307, 'synset': 'header.n.03', 'name': 'header'}, {'id': 8308, 'synset': 'header.n.02', 'name': 'header'}, {'id': 8309, 'synset': 'headfast.n.01', 'name': 'headfast'}, {'id': 8310, 'synset': 'head_gasket.n.01', 'name': 'head_gasket'}, {'id': 8311, 'synset': 'head_gate.n.02', 'name': 'head_gate'}, {'id': 8312, 'synset': 'headgear.n.03', 'name': 'headgear'}, {'id': 8313, 'synset': 'headpiece.n.02', 'name': 'headpiece'}, {'id': 8314, 'synset': 'headpin.n.01', 'name': 'headpin'}, {'id': 8315, 'synset': 'headquarters.n.01', 'name': 'headquarters'}, {'id': 8316, 'synset': 'headrace.n.01', 'name': 'headrace'}, {'id': 8317, 'synset': 'headrest.n.02', 'name': 'headrest'}, {'id': 8318, 'synset': 'headsail.n.01', 'name': 'headsail'}, {'id': 8319, 'synset': 'head_shop.n.01', 'name': 'head_shop'}, {'id': 8320, 'synset': 'headstock.n.01', 'name': 'headstock'}, {'id': 8321, 'synset': 'health_spa.n.01', 'name': 'health_spa'}, {'id': 8322, 'synset': 'hearing_aid.n.02', 'name': 'hearing_aid'}, {'id': 8323, 'synset': 'hearing_aid.n.01', 'name': 'hearing_aid'}, {'id': 8324, 'synset': 'hearse.n.01', 'name': 'hearse'}, {'id': 8325, 'synset': 'hearth.n.02', 'name': 'hearth'}, {'id': 8326, 'synset': 'hearthrug.n.01', 'name': 'hearthrug'}, {'id': 8327, 'synset': 'heart-lung_machine.n.01', 'name': 'heart-lung_machine'}, {'id': 8328, 'synset': 'heat_engine.n.01', 'name': 'heat_engine'}, {'id': 8329, 'synset': 'heat_exchanger.n.01', 'name': 'heat_exchanger'}, {'id': 8330, 'synset': 'heating_pad.n.01', 'name': 'heating_pad'}, {'id': 8331, 'synset': 'heat_lamp.n.01', 'name': 'heat_lamp'}, {'id': 8332, 'synset': 'heat_pump.n.01', 'name': 'heat_pump'}, {'id': 8333, 'synset': 'heat-seeking_missile.n.01', 'name': 'heat-seeking_missile'}, {'id': 8334, 'synset': 'heat_shield.n.01', 'name': 'heat_shield'}, {'id': 8335, 'synset': 'heat_sink.n.01', 'name': 'heat_sink'}, {'id': 8336, 'synset': 'heaume.n.01', 'name': 'heaume'}, {'id': 8337, 'synset': 'heaver.n.01', 'name': 'heaver'}, {'id': 8338, 'synset': 'heavier-than-air_craft.n.01', 'name': 'heavier-than-air_craft'}, {'id': 8339, 'synset': 'heckelphone.n.01', 'name': 'heckelphone'}, {'id': 8340, 'synset': 'hectograph.n.01', 'name': 'hectograph'}, {'id': 8341, 'synset': 'hedge.n.01', 'name': 'hedge'}, {'id': 8342, 'synset': 'hedge_trimmer.n.01', 'name': 'hedge_trimmer'}, {'id': 8343, 'synset': 'helicon.n.01', 'name': 'helicon'}, {'id': 8344, 'synset': 'heliograph.n.01', 'name': 'heliograph'}, {'id': 8345, 'synset': 'heliometer.n.01', 'name': 'heliometer'}, {'id': 8346, 'synset': 'helm.n.01', 'name': 'helm'}, {'id': 8347, 'synset': 'helmet.n.01', 'name': 'helmet'}, {'id': 8348, 'synset': 'hematocrit.n.02', 'name': 'hematocrit'}, {'id': 8349, 'synset': 'hemming-stitch.n.01', 'name': 'hemming-stitch'}, {'id': 8350, 'synset': 'hemostat.n.01', 'name': 'hemostat'}, {'id': 8351, 'synset': 'hemstitch.n.01', 'name': 'hemstitch'}, {'id': 8352, 'synset': 'henroost.n.01', 'name': 'henroost'}, {'id': 8353, 'synset': 'heraldry.n.02', 'name': 'heraldry'}, {'id': 8354, 'synset': 'hermitage.n.01', 'name': 'hermitage'}, {'id': 8355, 'synset': 'herringbone.n.01', 'name': 'herringbone'}, {'id': 8356, 'synset': 'herringbone.n.02', 'name': 'herringbone'}, {'id': 8357, 'synset': 'herschelian_telescope.n.01', 'name': 'Herschelian_telescope'}, {'id': 8358, 'synset': 'hessian_boot.n.01', 'name': 'Hessian_boot'}, {'id': 8359, 'synset': 'heterodyne_receiver.n.01', 'name': 'heterodyne_receiver'}, {'id': 8360, 'synset': 'hibachi.n.01', 'name': 'hibachi'}, {'id': 8361, 'synset': 'hideaway.n.02', 'name': 'hideaway'}, {'id': 8362, 'synset': 'hi-fi.n.01', 'name': 'hi-fi'}, {'id': 8363, 'synset': 'high_altar.n.01', 'name': 'high_altar'}, {'id': 8364, 'synset': 'high-angle_gun.n.01', 'name': 'high-angle_gun'}, {'id': 8365, 'synset': 'highball_glass.n.01', 'name': 'highball_glass'}, {'id': 8366, 'synset': 'highboard.n.01', 'name': 'highboard'}, {'id': 8367, 'synset': 'highboy.n.01', 'name': 'highboy'}, {'id': 8368, 'synset': 'high_gear.n.01', 'name': 'high_gear'}, {'id': 8369, 'synset': 'high-hat_cymbal.n.01', 'name': 'high-hat_cymbal'}, {'id': 8370, 'synset': 'highlighter.n.02', 'name': 'highlighter'}, {'id': 8371, 'synset': 'highlighter.n.01', 'name': 'highlighter'}, {'id': 8372, 'synset': 'high-pass_filter.n.01', 'name': 'high-pass_filter'}, {'id': 8373, 'synset': 'high-rise.n.01', 'name': 'high-rise'}, {'id': 8374, 'synset': 'high_table.n.01', 'name': 'high_table'}, {'id': 8375, 'synset': 'high-warp_loom.n.01', 'name': 'high-warp_loom'}, {'id': 8376, 'synset': 'hijab.n.01', 'name': 'hijab'}, {'id': 8377, 'synset': 'hinging_post.n.01', 'name': 'hinging_post'}, {'id': 8378, 'synset': 'hip_boot.n.01', 'name': 'hip_boot'}, {'id': 8379, 'synset': 'hipflask.n.01', 'name': 'hipflask'}, {'id': 8380, 'synset': 'hip_pad.n.01', 'name': 'hip_pad'}, {'id': 8381, 'synset': 'hip_pocket.n.01', 'name': 'hip_pocket'}, {'id': 8382, 'synset': 'hippodrome.n.01', 'name': 'hippodrome'}, {'id': 8383, 'synset': 'hip_roof.n.01', 'name': 'hip_roof'}, {'id': 8384, 'synset': 'hitch.n.05', 'name': 'hitch'}, {'id': 8385, 'synset': 'hitch.n.04', 'name': 'hitch'}, {'id': 8386, 'synset': 'hitching_post.n.01', 'name': 'hitching_post'}, {'id': 8387, 'synset': 'hitchrack.n.01', 'name': 'hitchrack'}, {'id': 8388, 'synset': 'hob.n.03', 'name': 'hob'}, {'id': 8389, 'synset': 'hobble_skirt.n.01', 'name': 'hobble_skirt'}, {'id': 8390, 'synset': 'hockey_skate.n.01', 'name': 'hockey_skate'}, {'id': 8391, 'synset': 'hod.n.01', 'name': 'hod'}, {'id': 8392, 'synset': 'hodoscope.n.01', 'name': 'hodoscope'}, {'id': 8393, 'synset': 'hoe.n.01', 'name': 'hoe'}, {'id': 8394, 'synset': 'hoe_handle.n.01', 'name': 'hoe_handle'}, {'id': 8395, 'synset': 'hogshead.n.02', 'name': 'hogshead'}, {'id': 8396, 'synset': 'hoist.n.01', 'name': 'hoist'}, {'id': 8397, 'synset': 'hold.n.07', 'name': 'hold'}, {'id': 8398, 'synset': 'holder.n.01', 'name': 'holder'}, {'id': 8399, 'synset': 'holding_cell.n.01', 'name': 'holding_cell'}, {'id': 8400, 'synset': 'holding_device.n.01', 'name': 'holding_device'}, {'id': 8401, 'synset': 'holding_pen.n.01', 'name': 'holding_pen'}, {'id': 8402, 'synset': 'hollowware.n.01', 'name': 'hollowware'}, {'id': 8403, 'synset': 'holster.n.01', 'name': 'holster'}, {'id': 8404, 'synset': 'holster.n.02', 'name': 'holster'}, {'id': 8405, 'synset': 'holy_of_holies.n.02', 'name': 'holy_of_holies'}, {'id': 8406, 'synset': 'home.n.09', 'name': 'home'}, {'id': 8407, 'synset': 'home_appliance.n.01', 'name': 'home_appliance'}, {'id': 8408, 'synset': 'home_computer.n.01', 'name': 'home_computer'}, {'id': 8409, 'synset': 'home_room.n.01', 'name': 'home_room'}, {'id': 8410, 'synset': 'homespun.n.01', 'name': 'homespun'}, {'id': 8411, 'synset': 'homestead.n.03', 'name': 'homestead'}, {'id': 8412, 'synset': 'home_theater.n.01', 'name': 'home_theater'}, {'id': 8413, 'synset': 'homing_torpedo.n.01', 'name': 'homing_torpedo'}, {'id': 8414, 'synset': 'hone.n.01', 'name': 'hone'}, {'id': 8415, 'synset': 'honeycomb.n.02', 'name': 'honeycomb'}, {'id': 8416, 'synset': 'hood.n.09', 'name': 'hood'}, {'id': 8417, 'synset': 'hood.n.08', 'name': 'hood'}, {'id': 8418, 'synset': 'hood.n.07', 'name': 'hood'}, {'id': 8419, 'synset': 'hood.n.05', 'name': 'hood'}, {'id': 8420, 'synset': 'hood_latch.n.01', 'name': 'hood_latch'}, {'id': 8421, 'synset': 'hook.n.04', 'name': 'hook'}, {'id': 8422, 'synset': 'hook.n.01', 'name': 'hook'}, {'id': 8423, 'synset': 'hook_and_eye.n.01', 'name': 'hook_and_eye'}, {'id': 8424, 'synset': 'hookup.n.02', 'name': 'hookup'}, {'id': 8425, 'synset': 'hookup.n.01', 'name': 'hookup'}, {'id': 8426, 'synset': 'hook_wrench.n.01', 'name': 'hook_wrench'}, {'id': 8427, 'synset': 'hoopskirt.n.01', 'name': 'hoopskirt'}, {'id': 8428, 'synset': 'hoosegow.n.01', 'name': 'hoosegow'}, {'id': 8429, 'synset': 'hoover.n.04', 'name': 'Hoover'}, {'id': 8430, 'synset': 'hope_chest.n.01', 'name': 'hope_chest'}, {'id': 8431, 'synset': 'hopper.n.01', 'name': 'hopper'}, {'id': 8432, 'synset': 'hopsacking.n.01', 'name': 'hopsacking'}, {'id': 8433, 'synset': 'horizontal_bar.n.01', 'name': 'horizontal_bar'}, {'id': 8434, 'synset': 'horizontal_stabilizer.n.01', 'name': 'horizontal_stabilizer'}, {'id': 8435, 'synset': 'horizontal_tail.n.01', 'name': 'horizontal_tail'}, {'id': 8436, 'synset': 'horn.n.09', 'name': 'horn'}, {'id': 8437, 'synset': 'horn.n.01', 'name': 'horn'}, {'id': 8438, 'synset': 'horn.n.08', 'name': 'horn'}, {'id': 8439, 'synset': 'horn_button.n.01', 'name': 'horn_button'}, {'id': 8440, 'synset': 'hornpipe.n.03', 'name': 'hornpipe'}, {'id': 8441, 'synset': 'horse.n.02', 'name': 'horse'}, {'id': 8442, 'synset': 'horsebox.n.01', 'name': 'horsebox'}, {'id': 8443, 'synset': 'horsecar.n.01', 'name': 'horsecar'}, {'id': 8444, 'synset': 'horse_cart.n.01', 'name': 'horse_cart'}, {'id': 8445, 'synset': 'horsecloth.n.01', 'name': 'horsecloth'}, {'id': 8446, 'synset': 'horse-drawn_vehicle.n.01', 'name': 'horse-drawn_vehicle'}, {'id': 8447, 'synset': 'horsehair.n.02', 'name': 'horsehair'}, {'id': 8448, 'synset': 'horsehair_wig.n.01', 'name': 'horsehair_wig'}, {'id': 8449, 'synset': 'horseless_carriage.n.01', 'name': 'horseless_carriage'}, {'id': 8450, 'synset': 'horse_pistol.n.01', 'name': 'horse_pistol'}, {'id': 8451, 'synset': 'horseshoe.n.02', 'name': 'horseshoe'}, {'id': 8452, 'synset': 'horseshoe.n.01', 'name': 'horseshoe'}, {'id': 8453, 'synset': 'horse-trail.n.01', 'name': 'horse-trail'}, {'id': 8454, 'synset': 'horsewhip.n.01', 'name': 'horsewhip'}, {'id': 8455, 'synset': 'hose.n.02', 'name': 'hose'}, {'id': 8456, 'synset': 'hosiery.n.01', 'name': 'hosiery'}, {'id': 8457, 'synset': 'hospice.n.01', 'name': 'hospice'}, {'id': 8458, 'synset': 'hospital.n.01', 'name': 'hospital'}, {'id': 8459, 'synset': 'hospital_bed.n.01', 'name': 'hospital_bed'}, {'id': 8460, 'synset': 'hospital_room.n.01', 'name': 'hospital_room'}, {'id': 8461, 'synset': 'hospital_ship.n.01', 'name': 'hospital_ship'}, {'id': 8462, 'synset': 'hospital_train.n.01', 'name': 'hospital_train'}, {'id': 8463, 'synset': 'hostel.n.02', 'name': 'hostel'}, {'id': 8464, 'synset': 'hostel.n.01', 'name': 'hostel'}, {'id': 8465, 'synset': 'hotel.n.01', 'name': 'hotel'}, {'id': 8466, 'synset': 'hotel-casino.n.02', 'name': 'hotel-casino'}, {'id': 8467, 'synset': 'hotel-casino.n.01', 'name': 'hotel-casino'}, {'id': 8468, 'synset': 'hotel_room.n.01', 'name': 'hotel_room'}, {'id': 8469, 'synset': 'hot_line.n.01', 'name': 'hot_line'}, {'id': 8470, 'synset': 'hot_pants.n.02', 'name': 'hot_pants'}, {'id': 8471, 'synset': 'hot_rod.n.01', 'name': 'hot_rod'}, {'id': 8472, 'synset': 'hot_spot.n.03', 'name': 'hot_spot'}, {'id': 8473, 'synset': 'hot_tub.n.01', 'name': 'hot_tub'}, {'id': 8474, 'synset': 'hot-water_bottle.n.01', 'name': 'hot-water_bottle'}, {'id': 8475, 'synset': 'houndstooth_check.n.01', 'name': 'houndstooth_check'}, {'id': 8476, 'synset': 'hour_hand.n.01', 'name': 'hour_hand'}, {'id': 8477, 'synset': 'house.n.01', 'name': 'house'}, {'id': 8478, 'synset': 'house.n.12', 'name': 'house'}, {'id': 8479, 'synset': 'houselights.n.01', 'name': 'houselights'}, {'id': 8480, 'synset': 'house_of_cards.n.02', 'name': 'house_of_cards'}, {'id': 8481, 'synset': 'house_of_correction.n.01', 'name': 'house_of_correction'}, {'id': 8482, 'synset': 'house_paint.n.01', 'name': 'house_paint'}, {'id': 8483, 'synset': 'housetop.n.01', 'name': 'housetop'}, {'id': 8484, 'synset': 'housing.n.01', 'name': 'housing'}, {'id': 8485, 'synset': 'hovel.n.01', 'name': 'hovel'}, {'id': 8486, 'synset': 'hovercraft.n.01', 'name': 'hovercraft'}, {'id': 8487, 'synset': 'howdah.n.01', 'name': 'howdah'}, {'id': 8488, 'synset': 'huarache.n.01', 'name': 'huarache'}, {'id': 8489, 'synset': 'hub-and-spoke.n.01', 'name': 'hub-and-spoke'}, {'id': 8490, 'synset': 'hubcap.n.01', 'name': 'hubcap'}, {'id': 8491, 'synset': 'huck.n.01', 'name': 'huck'}, {'id': 8492, 'synset': 'hug-me-tight.n.01', 'name': 'hug-me-tight'}, {'id': 8493, 'synset': 'hula-hoop.n.01', 'name': 'hula-hoop'}, {'id': 8494, 'synset': 'hulk.n.02', 'name': 'hulk'}, {'id': 8495, 'synset': 'hull.n.06', 'name': 'hull'}, {'id': 8496, 'synset': 'humeral_veil.n.01', 'name': 'humeral_veil'}, {'id': 8497, 'synset': 'humvee.n.01', 'name': 'Humvee'}, {'id': 8498, 'synset': 'hunter.n.04', 'name': 'hunter'}, {'id': 8499, 'synset': 'hunting_knife.n.01', 'name': 'hunting_knife'}, {'id': 8500, 'synset': 'hurdle.n.01', 'name': 'hurdle'}, {'id': 8501, 'synset': 'hurricane_deck.n.01', 'name': 'hurricane_deck'}, {'id': 8502, 'synset': 'hurricane_lamp.n.01', 'name': 'hurricane_lamp'}, {'id': 8503, 'synset': 'hut.n.01', 'name': 'hut'}, {'id': 8504, 'synset': 'hutch.n.01', 'name': 'hutch'}, {'id': 8505, 'synset': 'hutment.n.01', 'name': 'hutment'}, {'id': 8506, 'synset': 'hydraulic_brake.n.01', 'name': 'hydraulic_brake'}, {'id': 8507, 'synset': 'hydraulic_press.n.01', 'name': 'hydraulic_press'}, {'id': 8508, 'synset': 'hydraulic_pump.n.01', 'name': 'hydraulic_pump'}, {'id': 8509, 'synset': 'hydraulic_system.n.01', 'name': 'hydraulic_system'}, {'id': 8510, 'synset': 'hydraulic_transmission.n.01', 'name': 'hydraulic_transmission'}, {'id': 8511, 'synset': 'hydroelectric_turbine.n.01', 'name': 'hydroelectric_turbine'}, {'id': 8512, 'synset': 'hydrofoil.n.02', 'name': 'hydrofoil'}, {'id': 8513, 'synset': 'hydrofoil.n.01', 'name': 'hydrofoil'}, {'id': 8514, 'synset': 'hydrogen_bomb.n.01', 'name': 'hydrogen_bomb'}, {'id': 8515, 'synset': 'hydrometer.n.01', 'name': 'hydrometer'}, {'id': 8516, 'synset': 'hygrodeik.n.01', 'name': 'hygrodeik'}, {'id': 8517, 'synset': 'hygrometer.n.01', 'name': 'hygrometer'}, {'id': 8518, 'synset': 'hygroscope.n.01', 'name': 'hygroscope'}, {'id': 8519, 'synset': 'hyperbaric_chamber.n.01', 'name': 'hyperbaric_chamber'}, {'id': 8520, 'synset': 'hypercoaster.n.01', 'name': 'hypercoaster'}, {'id': 8521, 'synset': 'hypermarket.n.01', 'name': 'hypermarket'}, {'id': 8522, 'synset': 'hypodermic_needle.n.01', 'name': 'hypodermic_needle'}, {'id': 8523, 'synset': 'hypodermic_syringe.n.01', 'name': 'hypodermic_syringe'}, {'id': 8524, 'synset': 'hypsometer.n.01', 'name': 'hypsometer'}, {'id': 8525, 'synset': 'hysterosalpingogram.n.01', 'name': 'hysterosalpingogram'}, {'id': 8526, 'synset': 'i-beam.n.01', 'name': 'I-beam'}, {'id': 8527, 'synset': 'ice_ax.n.01', 'name': 'ice_ax'}, {'id': 8528, 'synset': 'iceboat.n.02', 'name': 'iceboat'}, {'id': 8529, 'synset': 'icebreaker.n.01', 'name': 'icebreaker'}, {'id': 8530, 'synset': 'iced-tea_spoon.n.01', 'name': 'iced-tea_spoon'}, {'id': 8531, 'synset': 'ice_hockey_rink.n.01', 'name': 'ice_hockey_rink'}, {'id': 8532, 'synset': 'ice_machine.n.01', 'name': 'ice_machine'}, {'id': 8533, 'synset': 'icepick.n.01', 'name': 'icepick'}, {'id': 8534, 'synset': 'ice_rink.n.01', 'name': 'ice_rink'}, {'id': 8535, 'synset': 'ice_tongs.n.01', 'name': 'ice_tongs'}, {'id': 8536, 'synset': 'icetray.n.01', 'name': 'icetray'}, {'id': 8537, 'synset': 'iconoscope.n.01', 'name': 'iconoscope'}, {'id': 8538, 'synset': 'identikit.n.01', 'name': 'Identikit'}, {'id': 8539, 'synset': 'idle_pulley.n.01', 'name': 'idle_pulley'}, {'id': 8540, 'synset': 'igloo.n.01', 'name': 'igloo'}, {'id': 8541, 'synset': 'ignition_coil.n.01', 'name': 'ignition_coil'}, {'id': 8542, 'synset': 'ignition_key.n.01', 'name': 'ignition_key'}, {'id': 8543, 'synset': 'ignition_switch.n.01', 'name': 'ignition_switch'}, {'id': 8544, 'synset': 'imaret.n.01', 'name': 'imaret'}, {'id': 8545, 'synset': 'immovable_bandage.n.01', 'name': 'immovable_bandage'}, {'id': 8546, 'synset': 'impact_printer.n.01', 'name': 'impact_printer'}, {'id': 8547, 'synset': 'impeller.n.01', 'name': 'impeller'}, {'id': 8548, 'synset': 'implant.n.01', 'name': 'implant'}, {'id': 8549, 'synset': 'implement.n.01', 'name': 'implement'}, {'id': 8550, 'synset': 'impression.n.07', 'name': 'impression'}, {'id': 8551, 'synset': 'imprint.n.05', 'name': 'imprint'}, {'id': 8552, 'synset': 'improvised_explosive_device.n.01', 'name': 'improvised_explosive_device'}, {'id': 8553, 'synset': 'impulse_turbine.n.01', 'name': 'impulse_turbine'}, {'id': 8554, 'synset': 'in-basket.n.01', 'name': 'in-basket'}, {'id': 8555, 'synset': 'incendiary_bomb.n.01', 'name': 'incendiary_bomb'}, {'id': 8556, 'synset': 'incinerator.n.01', 'name': 'incinerator'}, {'id': 8557, 'synset': 'inclined_plane.n.01', 'name': 'inclined_plane'}, {'id': 8558, 'synset': 'inclinometer.n.02', 'name': 'inclinometer'}, {'id': 8559, 'synset': 'inclinometer.n.01', 'name': 'inclinometer'}, {'id': 8560, 'synset': 'incrustation.n.03', 'name': 'incrustation'}, {'id': 8561, 'synset': 'incubator.n.01', 'name': 'incubator'}, {'id': 8562, 'synset': 'index_register.n.01', 'name': 'index_register'}, {'id': 8563, 'synset': 'indiaman.n.01', 'name': 'Indiaman'}, {'id': 8564, 'synset': 'indian_club.n.01', 'name': 'Indian_club'}, {'id': 8565, 'synset': 'indicator.n.03', 'name': 'indicator'}, {'id': 8566, 'synset': 'induction_coil.n.01', 'name': 'induction_coil'}, {'id': 8567, 'synset': 'inductor.n.01', 'name': 'inductor'}, {'id': 8568, 'synset': 'industrial_watercourse.n.01', 'name': 'industrial_watercourse'}, {'id': 8569, 'synset': 'inertial_guidance_system.n.01', 'name': 'inertial_guidance_system'}, {'id': 8570, 'synset': 'inflater.n.01', 'name': 'inflater'}, {'id': 8571, 'synset': 'injector.n.01', 'name': 'injector'}, {'id': 8572, 'synset': 'ink_bottle.n.01', 'name': 'ink_bottle'}, {'id': 8573, 'synset': 'ink_eraser.n.01', 'name': 'ink_eraser'}, {'id': 8574, 'synset': 'ink-jet_printer.n.01', 'name': 'ink-jet_printer'}, {'id': 8575, 'synset': 'inkle.n.01', 'name': 'inkle'}, {'id': 8576, 'synset': 'inkstand.n.02', 'name': 'inkstand'}, {'id': 8577, 'synset': 'inkwell.n.01', 'name': 'inkwell'}, {'id': 8578, 'synset': 'inlay.n.01', 'name': 'inlay'}, {'id': 8579, 'synset': 'inside_caliper.n.01', 'name': 'inside_caliper'}, {'id': 8580, 'synset': 'insole.n.01', 'name': 'insole'}, {'id': 8581, 'synset': 'instep.n.02', 'name': 'instep'}, {'id': 8582, 'synset': 'instillator.n.01', 'name': 'instillator'}, {'id': 8583, 'synset': 'institution.n.02', 'name': 'institution'}, {'id': 8584, 'synset': 'instrument.n.01', 'name': 'instrument'}, {'id': 8585, 'synset': 'instrument_of_punishment.n.01', 'name': 'instrument_of_punishment'}, {'id': 8586, 'synset': 'instrument_of_torture.n.01', 'name': 'instrument_of_torture'}, {'id': 8587, 'synset': 'intaglio.n.02', 'name': 'intaglio'}, {'id': 8588, 'synset': 'intake_valve.n.01', 'name': 'intake_valve'}, {'id': 8589, 'synset': 'integrated_circuit.n.01', 'name': 'integrated_circuit'}, {'id': 8590, 'synset': 'integrator.n.01', 'name': 'integrator'}, {'id': 8591, 'synset': 'intelnet.n.01', 'name': 'Intelnet'}, {'id': 8592, 'synset': 'interceptor.n.01', 'name': 'interceptor'}, {'id': 8593, 'synset': 'interchange.n.01', 'name': 'interchange'}, {'id': 8594, 'synset': 'intercommunication_system.n.01', 'name': 'intercommunication_system'}, {'id': 8595, 'synset': 'intercontinental_ballistic_missile.n.01', 'name': 'intercontinental_ballistic_missile'}, {'id': 8596, 'synset': 'interface.n.04', 'name': 'interface'}, {'id': 8597, 'synset': 'interferometer.n.01', 'name': 'interferometer'}, {'id': 8598, 'synset': 'interior_door.n.01', 'name': 'interior_door'}, {'id': 8599, 'synset': 'internal-combustion_engine.n.01', 'name': 'internal-combustion_engine'}, {'id': 8600, 'synset': 'internal_drive.n.01', 'name': 'internal_drive'}, {'id': 8601, 'synset': 'internet.n.01', 'name': 'internet'}, {'id': 8602, 'synset': 'interphone.n.01', 'name': 'interphone'}, {'id': 8603, 'synset': 'interrupter.n.01', 'name': 'interrupter'}, {'id': 8604, 'synset': 'intersection.n.02', 'name': 'intersection'}, {'id': 8605, 'synset': 'interstice.n.02', 'name': 'interstice'}, {'id': 8606, 'synset': 'intraocular_lens.n.01', 'name': 'intraocular_lens'}, {'id': 8607, 'synset': 'intravenous_pyelogram.n.01', 'name': 'intravenous_pyelogram'}, {'id': 8608, 'synset': 'inverter.n.01', 'name': 'inverter'}, {'id': 8609, 'synset': 'ion_engine.n.01', 'name': 'ion_engine'}, {'id': 8610, 'synset': 'ionization_chamber.n.01', 'name': 'ionization_chamber'}, {'id': 8611, 'synset': 'video_ipod.n.01', 'name': 'video_iPod'}, {'id': 8612, 'synset': 'iron.n.02', 'name': 'iron'}, {'id': 8613, 'synset': 'iron.n.03', 'name': 'iron'}, {'id': 8614, 'synset': 'irons.n.01', 'name': 'irons'}, {'id': 8615, 'synset': 'ironclad.n.01', 'name': 'ironclad'}, {'id': 8616, 'synset': 'iron_foundry.n.01', 'name': 'iron_foundry'}, {'id': 8617, 'synset': 'iron_horse.n.01', 'name': 'iron_horse'}, {'id': 8618, 'synset': 'ironing.n.01', 'name': 'ironing'}, {'id': 8619, 'synset': 'iron_lung.n.01', 'name': 'iron_lung'}, {'id': 8620, 'synset': 'ironmongery.n.01', 'name': 'ironmongery'}, {'id': 8621, 'synset': 'ironworks.n.01', 'name': 'ironworks'}, {'id': 8622, 'synset': 'irrigation_ditch.n.01', 'name': 'irrigation_ditch'}, {'id': 8623, 'synset': 'izar.n.01', 'name': 'izar'}, {'id': 8624, 'synset': 'jabot.n.01', 'name': 'jabot'}, {'id': 8625, 'synset': 'jack.n.10', 'name': 'jack'}, {'id': 8626, 'synset': 'jack.n.07', 'name': 'jack'}, {'id': 8627, 'synset': 'jack.n.06', 'name': 'jack'}, {'id': 8628, 'synset': 'jack.n.05', 'name': 'jack'}, {'id': 8629, 'synset': 'jacket.n.02', 'name': 'jacket'}, {'id': 8630, 'synset': 'jacket.n.05', 'name': 'jacket'}, {'id': 8631, 'synset': 'jack-in-the-box.n.01', 'name': 'jack-in-the-box'}, {'id': 8632, 'synset': "jack-o'-lantern.n.02", 'name': "jack-o'-lantern"}, {'id': 8633, 'synset': 'jack_plane.n.01', 'name': 'jack_plane'}, {'id': 8634, 'synset': "jacob's_ladder.n.02", 'name': "Jacob's_ladder"}, {'id': 8635, 'synset': 'jaconet.n.01', 'name': 'jaconet'}, {'id': 8636, 'synset': 'jacquard_loom.n.01', 'name': 'Jacquard_loom'}, {'id': 8637, 'synset': 'jacquard.n.02', 'name': 'jacquard'}, {'id': 8638, 'synset': 'jag.n.03', 'name': 'jag'}, {'id': 8639, 'synset': 'jail.n.01', 'name': 'jail'}, {'id': 8640, 'synset': 'jalousie.n.02', 'name': 'jalousie'}, {'id': 8641, 'synset': 'jamb.n.01', 'name': 'jamb'}, {'id': 8642, 'synset': 'jammer.n.01', 'name': 'jammer'}, {'id': 8643, 'synset': 'jampot.n.01', 'name': 'jampot'}, {'id': 8644, 'synset': 'japan.n.04', 'name': 'japan'}, {'id': 8645, 'synset': 'jarvik_heart.n.01', 'name': 'Jarvik_heart'}, {'id': 8646, 'synset': 'jaunting_car.n.01', 'name': 'jaunting_car'}, {'id': 8647, 'synset': 'javelin.n.02', 'name': 'javelin'}, {'id': 8648, 'synset': 'jaw.n.03', 'name': 'jaw'}, {'id': 8649, 'synset': 'jaws_of_life.n.01', 'name': 'Jaws_of_Life'}, {'id': 8650, 'synset': 'jellaba.n.01', 'name': 'jellaba'}, {'id': 8651, 'synset': 'jerkin.n.01', 'name': 'jerkin'}, {'id': 8652, 'synset': 'jeroboam.n.02', 'name': 'jeroboam'}, {'id': 8653, 'synset': 'jersey.n.04', 'name': 'jersey'}, {'id': 8654, 'synset': 'jet_bridge.n.01', 'name': 'jet_bridge'}, {'id': 8655, 'synset': 'jet_engine.n.01', 'name': 'jet_engine'}, {'id': 8656, 'synset': 'jetliner.n.01', 'name': 'jetliner'}, {'id': 8657, 'synset': "jeweler's_glass.n.01", 'name': "jeweler's_glass"}, {'id': 8658, 'synset': 'jewelled_headdress.n.01', 'name': 'jewelled_headdress'}, {'id': 8659, 'synset': "jew's_harp.n.01", 'name': "jew's_harp"}, {'id': 8660, 'synset': 'jib.n.01', 'name': 'jib'}, {'id': 8661, 'synset': 'jibboom.n.01', 'name': 'jibboom'}, {'id': 8662, 'synset': 'jig.n.03', 'name': 'jig'}, {'id': 8663, 'synset': 'jig.n.02', 'name': 'jig'}, {'id': 8664, 'synset': 'jiggermast.n.01', 'name': 'jiggermast'}, {'id': 8665, 'synset': 'jigsaw.n.02', 'name': 'jigsaw'}, {'id': 8666, 'synset': 'jigsaw_puzzle.n.01', 'name': 'jigsaw_puzzle'}, {'id': 8667, 'synset': 'jinrikisha.n.01', 'name': 'jinrikisha'}, {'id': 8668, 'synset': 'jobcentre.n.01', 'name': 'jobcentre'}, {'id': 8669, 'synset': 'jodhpurs.n.01', 'name': 'jodhpurs'}, {'id': 8670, 'synset': 'jodhpur.n.01', 'name': 'jodhpur'}, {'id': 8671, 'synset': 'joinery.n.01', 'name': 'joinery'}, {'id': 8672, 'synset': 'joint.n.05', 'name': 'joint'}, {'id': 8673, 'synset': 'joint_direct_attack_munition.n.01', 'name': 'Joint_Direct_Attack_Munition'}, {'id': 8674, 'synset': 'jointer.n.01', 'name': 'jointer'}, {'id': 8675, 'synset': 'joist.n.01', 'name': 'joist'}, {'id': 8676, 'synset': 'jolly_boat.n.01', 'name': 'jolly_boat'}, {'id': 8677, 'synset': 'jorum.n.01', 'name': 'jorum'}, {'id': 8678, 'synset': 'joss_house.n.01', 'name': 'joss_house'}, {'id': 8679, 'synset': 'journal_bearing.n.01', 'name': 'journal_bearing'}, {'id': 8680, 'synset': 'journal_box.n.01', 'name': 'journal_box'}, {'id': 8681, 'synset': 'jungle_gym.n.01', 'name': 'jungle_gym'}, {'id': 8682, 'synset': 'junk.n.02', 'name': 'junk'}, {'id': 8683, 'synset': 'jug.n.01', 'name': 'jug'}, {'id': 8684, 'synset': 'jukebox.n.01', 'name': 'jukebox'}, {'id': 8685, 'synset': 'jumbojet.n.01', 'name': 'jumbojet'}, {'id': 8686, 'synset': 'jumper.n.07', 'name': 'jumper'}, {'id': 8687, 'synset': 'jumper.n.06', 'name': 'jumper'}, {'id': 8688, 'synset': 'jumper.n.05', 'name': 'jumper'}, {'id': 8689, 'synset': 'jumper.n.04', 'name': 'jumper'}, {'id': 8690, 'synset': 'jumper_cable.n.01', 'name': 'jumper_cable'}, {'id': 8691, 'synset': 'jump_seat.n.01', 'name': 'jump_seat'}, {'id': 8692, 'synset': 'jump_suit.n.02', 'name': 'jump_suit'}, {'id': 8693, 'synset': 'junction.n.01', 'name': 'junction'}, {'id': 8694, 'synset': 'junction.n.04', 'name': 'junction'}, {'id': 8695, 'synset': 'junction_barrier.n.01', 'name': 'junction_barrier'}, {'id': 8696, 'synset': 'junk_shop.n.01', 'name': 'junk_shop'}, {'id': 8697, 'synset': 'jury_box.n.01', 'name': 'jury_box'}, {'id': 8698, 'synset': 'jury_mast.n.01', 'name': 'jury_mast'}, {'id': 8699, 'synset': 'kachina.n.03', 'name': 'kachina'}, {'id': 8700, 'synset': 'kaffiyeh.n.01', 'name': 'kaffiyeh'}, {'id': 8701, 'synset': 'kalansuwa.n.01', 'name': 'kalansuwa'}, {'id': 8702, 'synset': 'kalashnikov.n.01', 'name': 'Kalashnikov'}, {'id': 8703, 'synset': 'kameez.n.01', 'name': 'kameez'}, {'id': 8704, 'synset': 'kanzu.n.01', 'name': 'kanzu'}, {'id': 8705, 'synset': 'katharometer.n.01', 'name': 'katharometer'}, {'id': 8706, 'synset': 'kazoo.n.01', 'name': 'kazoo'}, {'id': 8707, 'synset': 'keel.n.03', 'name': 'keel'}, {'id': 8708, 'synset': 'keelboat.n.01', 'name': 'keelboat'}, {'id': 8709, 'synset': 'keelson.n.01', 'name': 'keelson'}, {'id': 8710, 'synset': 'keep.n.02', 'name': 'keep'}, {'id': 8711, 'synset': 'kepi.n.01', 'name': 'kepi'}, {'id': 8712, 'synset': 'keratoscope.n.01', 'name': 'keratoscope'}, {'id': 8713, 'synset': 'kerchief.n.01', 'name': 'kerchief'}, {'id': 8714, 'synset': 'ketch.n.01', 'name': 'ketch'}, {'id': 8715, 'synset': 'kettle.n.04', 'name': 'kettle'}, {'id': 8716, 'synset': 'key.n.15', 'name': 'key'}, {'id': 8717, 'synset': 'keyboard.n.01', 'name': 'keyboard'}, {'id': 8718, 'synset': 'keyboard_buffer.n.01', 'name': 'keyboard_buffer'}, {'id': 8719, 'synset': 'keyboard_instrument.n.01', 'name': 'keyboard_instrument'}, {'id': 8720, 'synset': 'keyhole.n.01', 'name': 'keyhole'}, {'id': 8721, 'synset': 'keyhole_saw.n.01', 'name': 'keyhole_saw'}, {'id': 8722, 'synset': 'khadi.n.01', 'name': 'khadi'}, {'id': 8723, 'synset': 'khaki.n.01', 'name': 'khaki'}, {'id': 8724, 'synset': 'khakis.n.01', 'name': 'khakis'}, {'id': 8725, 'synset': 'khimar.n.01', 'name': 'khimar'}, {'id': 8726, 'synset': 'khukuri.n.01', 'name': 'khukuri'}, {'id': 8727, 'synset': 'kick_pleat.n.01', 'name': 'kick_pleat'}, {'id': 8728, 'synset': 'kicksorter.n.01', 'name': 'kicksorter'}, {'id': 8729, 'synset': 'kickstand.n.01', 'name': 'kickstand'}, {'id': 8730, 'synset': 'kick_starter.n.01', 'name': 'kick_starter'}, {'id': 8731, 'synset': 'kid_glove.n.01', 'name': 'kid_glove'}, {'id': 8732, 'synset': 'kiln.n.01', 'name': 'kiln'}, {'id': 8733, 'synset': 'kinescope.n.01', 'name': 'kinescope'}, {'id': 8734, 'synset': 'kinetoscope.n.01', 'name': 'Kinetoscope'}, {'id': 8735, 'synset': 'king.n.10', 'name': 'king'}, {'id': 8736, 'synset': 'king.n.08', 'name': 'king'}, {'id': 8737, 'synset': 'kingbolt.n.01', 'name': 'kingbolt'}, {'id': 8738, 'synset': 'king_post.n.01', 'name': 'king_post'}, {'id': 8739, 'synset': "kipp's_apparatus.n.01", 'name': "Kipp's_apparatus"}, {'id': 8740, 'synset': 'kirk.n.01', 'name': 'kirk'}, {'id': 8741, 'synset': 'kirpan.n.01', 'name': 'kirpan'}, {'id': 8742, 'synset': 'kirtle.n.02', 'name': 'kirtle'}, {'id': 8743, 'synset': 'kirtle.n.01', 'name': 'kirtle'}, {'id': 8744, 'synset': 'kit.n.02', 'name': 'kit'}, {'id': 8745, 'synset': 'kit.n.01', 'name': 'kit'}, {'id': 8746, 'synset': 'kitbag.n.01', 'name': 'kitbag'}, {'id': 8747, 'synset': 'kitchen.n.01', 'name': 'kitchen'}, {'id': 8748, 'synset': 'kitchen_appliance.n.01', 'name': 'kitchen_appliance'}, {'id': 8749, 'synset': 'kitchenette.n.01', 'name': 'kitchenette'}, {'id': 8750, 'synset': 'kitchen_utensil.n.01', 'name': 'kitchen_utensil'}, {'id': 8751, 'synset': 'kitchenware.n.01', 'name': 'kitchenware'}, {'id': 8752, 'synset': 'kite_balloon.n.01', 'name': 'kite_balloon'}, {'id': 8753, 'synset': 'klaxon.n.01', 'name': 'klaxon'}, {'id': 8754, 'synset': 'klieg_light.n.01', 'name': 'klieg_light'}, {'id': 8755, 'synset': 'klystron.n.01', 'name': 'klystron'}, {'id': 8756, 'synset': 'knee_brace.n.01', 'name': 'knee_brace'}, {'id': 8757, 'synset': 'knee-high.n.01', 'name': 'knee-high'}, {'id': 8758, 'synset': 'knee_piece.n.01', 'name': 'knee_piece'}, {'id': 8759, 'synset': 'knife.n.02', 'name': 'knife'}, {'id': 8760, 'synset': 'knife_blade.n.01', 'name': 'knife_blade'}, {'id': 8761, 'synset': 'knight.n.02', 'name': 'knight'}, {'id': 8762, 'synset': 'knit.n.01', 'name': 'knit'}, {'id': 8763, 'synset': 'knitting_machine.n.01', 'name': 'knitting_machine'}, {'id': 8764, 'synset': 'knitwear.n.01', 'name': 'knitwear'}, {'id': 8765, 'synset': 'knob.n.01', 'name': 'knob'}, {'id': 8766, 'synset': 'knob.n.04', 'name': 'knob'}, {'id': 8767, 'synset': 'knobble.n.01', 'name': 'knobble'}, {'id': 8768, 'synset': 'knobkerrie.n.01', 'name': 'knobkerrie'}, {'id': 8769, 'synset': 'knot.n.02', 'name': 'knot'}, {'id': 8770, 'synset': 'knuckle_joint.n.02', 'name': 'knuckle_joint'}, {'id': 8771, 'synset': 'kohl.n.01', 'name': 'kohl'}, {'id': 8772, 'synset': 'koto.n.01', 'name': 'koto'}, {'id': 8773, 'synset': 'kraal.n.02', 'name': 'kraal'}, {'id': 8774, 'synset': 'kremlin.n.02', 'name': 'kremlin'}, {'id': 8775, 'synset': 'kris.n.01', 'name': 'kris'}, {'id': 8776, 'synset': 'krummhorn.n.01', 'name': 'krummhorn'}, {'id': 8777, 'synset': "kundt's_tube.n.01", 'name': "Kundt's_tube"}, {'id': 8778, 'synset': 'kurdistan.n.02', 'name': 'Kurdistan'}, {'id': 8779, 'synset': 'kurta.n.01', 'name': 'kurta'}, {'id': 8780, 'synset': 'kylix.n.01', 'name': 'kylix'}, {'id': 8781, 'synset': 'kymograph.n.01', 'name': 'kymograph'}, {'id': 8782, 'synset': 'lab_bench.n.01', 'name': 'lab_bench'}, {'id': 8783, 'synset': 'lace.n.02', 'name': 'lace'}, {'id': 8784, 'synset': 'lacquer.n.02', 'name': 'lacquer'}, {'id': 8785, 'synset': 'lacquerware.n.01', 'name': 'lacquerware'}, {'id': 8786, 'synset': 'lacrosse_ball.n.01', 'name': 'lacrosse_ball'}, {'id': 8787, 'synset': 'ladder-back.n.02', 'name': 'ladder-back'}, {'id': 8788, 'synset': 'ladder-back.n.01', 'name': 'ladder-back'}, {'id': 8789, 'synset': 'ladder_truck.n.01', 'name': 'ladder_truck'}, {'id': 8790, 'synset': "ladies'_room.n.01", 'name': "ladies'_room"}, {'id': 8791, 'synset': 'lady_chapel.n.01', 'name': 'lady_chapel'}, {'id': 8792, 'synset': 'lagerphone.n.01', 'name': 'lagerphone'}, {'id': 8793, 'synset': 'lag_screw.n.01', 'name': 'lag_screw'}, {'id': 8794, 'synset': 'lake_dwelling.n.01', 'name': 'lake_dwelling'}, {'id': 8795, 'synset': 'lally.n.01', 'name': 'lally'}, {'id': 8796, 'synset': 'lamasery.n.01', 'name': 'lamasery'}, {'id': 8797, 'synset': 'lambrequin.n.02', 'name': 'lambrequin'}, {'id': 8798, 'synset': 'lame.n.02', 'name': 'lame'}, {'id': 8799, 'synset': 'laminar_flow_clean_room.n.01', 'name': 'laminar_flow_clean_room'}, {'id': 8800, 'synset': 'laminate.n.01', 'name': 'laminate'}, {'id': 8801, 'synset': 'lamination.n.01', 'name': 'lamination'}, {'id': 8802, 'synset': 'lamp.n.01', 'name': 'lamp'}, {'id': 8803, 'synset': 'lamp_house.n.01', 'name': 'lamp_house'}, {'id': 8804, 'synset': 'lanai.n.02', 'name': 'lanai'}, {'id': 8805, 'synset': 'lancet_arch.n.01', 'name': 'lancet_arch'}, {'id': 8806, 'synset': 'lancet_window.n.01', 'name': 'lancet_window'}, {'id': 8807, 'synset': 'landau.n.02', 'name': 'landau'}, {'id': 8808, 'synset': 'lander.n.02', 'name': 'lander'}, {'id': 8809, 'synset': 'landing_craft.n.01', 'name': 'landing_craft'}, {'id': 8810, 'synset': 'landing_flap.n.01', 'name': 'landing_flap'}, {'id': 8811, 'synset': 'landing_gear.n.01', 'name': 'landing_gear'}, {'id': 8812, 'synset': 'landing_net.n.01', 'name': 'landing_net'}, {'id': 8813, 'synset': 'landing_skid.n.01', 'name': 'landing_skid'}, {'id': 8814, 'synset': 'land_line.n.01', 'name': 'land_line'}, {'id': 8815, 'synset': 'land_mine.n.01', 'name': 'land_mine'}, {'id': 8816, 'synset': 'land_office.n.01', 'name': 'land_office'}, {'id': 8817, 'synset': 'lanolin.n.02', 'name': 'lanolin'}, {'id': 8818, 'synset': 'lanyard.n.01', 'name': 'lanyard'}, {'id': 8819, 'synset': 'lap.n.03', 'name': 'lap'}, {'id': 8820, 'synset': 'laparoscope.n.01', 'name': 'laparoscope'}, {'id': 8821, 'synset': 'lapboard.n.01', 'name': 'lapboard'}, {'id': 8822, 'synset': 'lapel.n.01', 'name': 'lapel'}, {'id': 8823, 'synset': 'lap_joint.n.01', 'name': 'lap_joint'}, {'id': 8824, 'synset': 'laryngoscope.n.01', 'name': 'laryngoscope'}, {'id': 8825, 'synset': 'laser.n.01', 'name': 'laser'}, {'id': 8826, 'synset': 'laser-guided_bomb.n.01', 'name': 'laser-guided_bomb'}, {'id': 8827, 'synset': 'laser_printer.n.01', 'name': 'laser_printer'}, {'id': 8828, 'synset': 'lash.n.02', 'name': 'lash'}, {'id': 8829, 'synset': 'lashing.n.02', 'name': 'lashing'}, {'id': 8830, 'synset': 'lasso.n.02', 'name': 'lasso'}, {'id': 8831, 'synset': 'latch.n.01', 'name': 'latch'}, {'id': 8832, 'synset': 'latchet.n.01', 'name': 'latchet'}, {'id': 8833, 'synset': 'latchkey.n.01', 'name': 'latchkey'}, {'id': 8834, 'synset': 'lateen.n.01', 'name': 'lateen'}, {'id': 8835, 'synset': 'latex_paint.n.01', 'name': 'latex_paint'}, {'id': 8836, 'synset': 'lath.n.01', 'name': 'lath'}, {'id': 8837, 'synset': 'lathe.n.01', 'name': 'lathe'}, {'id': 8838, 'synset': 'latrine.n.01', 'name': 'latrine'}, {'id': 8839, 'synset': 'lattice.n.03', 'name': 'lattice'}, {'id': 8840, 'synset': 'launch.n.01', 'name': 'launch'}, {'id': 8841, 'synset': 'launcher.n.01', 'name': 'launcher'}, {'id': 8842, 'synset': 'laundry.n.01', 'name': 'laundry'}, {'id': 8843, 'synset': 'laundry_cart.n.01', 'name': 'laundry_cart'}, {'id': 8844, 'synset': 'laundry_truck.n.01', 'name': 'laundry_truck'}, {'id': 8845, 'synset': 'lavalava.n.01', 'name': 'lavalava'}, {'id': 8846, 'synset': 'lavaliere.n.01', 'name': 'lavaliere'}, {'id': 8847, 'synset': 'laver.n.02', 'name': 'laver'}, {'id': 8848, 'synset': 'lawn_chair.n.01', 'name': 'lawn_chair'}, {'id': 8849, 'synset': 'lawn_furniture.n.01', 'name': 'lawn_furniture'}, {'id': 8850, 'synset': 'layette.n.01', 'name': 'layette'}, {'id': 8851, 'synset': 'lead-acid_battery.n.01', 'name': 'lead-acid_battery'}, {'id': 8852, 'synset': 'lead-in.n.02', 'name': 'lead-in'}, {'id': 8853, 'synset': 'leading_rein.n.01', 'name': 'leading_rein'}, {'id': 8854, 'synset': 'lead_pencil.n.01', 'name': 'lead_pencil'}, {'id': 8855, 'synset': 'leaf_spring.n.01', 'name': 'leaf_spring'}, {'id': 8856, 'synset': 'lean-to.n.01', 'name': 'lean-to'}, {'id': 8857, 'synset': 'lean-to_tent.n.01', 'name': 'lean-to_tent'}, {'id': 8858, 'synset': 'leash.n.01', 'name': 'leash'}, {'id': 8859, 'synset': 'leatherette.n.01', 'name': 'leatherette'}, {'id': 8860, 'synset': 'leather_strip.n.01', 'name': 'leather_strip'}, {'id': 8861, 'synset': 'leclanche_cell.n.01', 'name': 'Leclanche_cell'}, {'id': 8862, 'synset': 'lectern.n.01', 'name': 'lectern'}, {'id': 8863, 'synset': 'lecture_room.n.01', 'name': 'lecture_room'}, {'id': 8864, 'synset': 'lederhosen.n.01', 'name': 'lederhosen'}, {'id': 8865, 'synset': 'ledger_board.n.01', 'name': 'ledger_board'}, {'id': 8866, 'synset': 'leg.n.07', 'name': 'leg'}, {'id': 8867, 'synset': 'leg.n.03', 'name': 'leg'}, {'id': 8868, 'synset': 'leiden_jar.n.01', 'name': 'Leiden_jar'}, {'id': 8869, 'synset': 'leisure_wear.n.01', 'name': 'leisure_wear'}, {'id': 8870, 'synset': 'lens.n.01', 'name': 'lens'}, {'id': 8871, 'synset': 'lens.n.05', 'name': 'lens'}, {'id': 8872, 'synset': 'lens_cap.n.01', 'name': 'lens_cap'}, {'id': 8873, 'synset': 'lens_implant.n.01', 'name': 'lens_implant'}, {'id': 8874, 'synset': 'leotard.n.01', 'name': 'leotard'}, {'id': 8875, 'synset': 'letter_case.n.01', 'name': 'letter_case'}, {'id': 8876, 'synset': 'letter_opener.n.01', 'name': 'letter_opener'}, {'id': 8877, 'synset': 'levee.n.03', 'name': 'levee'}, {'id': 8878, 'synset': 'level.n.05', 'name': 'level'}, {'id': 8879, 'synset': 'lever.n.01', 'name': 'lever'}, {'id': 8880, 'synset': 'lever.n.03', 'name': 'lever'}, {'id': 8881, 'synset': 'lever.n.02', 'name': 'lever'}, {'id': 8882, 'synset': 'lever_lock.n.01', 'name': 'lever_lock'}, {'id': 8883, 'synset': "levi's.n.01", 'name': "Levi's"}, {'id': 8884, 'synset': 'liberty_ship.n.01', 'name': 'Liberty_ship'}, {'id': 8885, 'synset': 'library.n.01', 'name': 'library'}, {'id': 8886, 'synset': 'library.n.05', 'name': 'library'}, {'id': 8887, 'synset': 'lid.n.02', 'name': 'lid'}, {'id': 8888, 'synset': 'liebig_condenser.n.01', 'name': 'Liebig_condenser'}, {'id': 8889, 'synset': 'lie_detector.n.01', 'name': 'lie_detector'}, {'id': 8890, 'synset': 'lifeboat.n.01', 'name': 'lifeboat'}, {'id': 8891, 'synset': 'life_office.n.01', 'name': 'life_office'}, {'id': 8892, 'synset': 'life_preserver.n.01', 'name': 'life_preserver'}, {'id': 8893, 'synset': 'life-support_system.n.02', 'name': 'life-support_system'}, {'id': 8894, 'synset': 'life-support_system.n.01', 'name': 'life-support_system'}, {'id': 8895, 'synset': 'lifting_device.n.01', 'name': 'lifting_device'}, {'id': 8896, 'synset': 'lift_pump.n.01', 'name': 'lift_pump'}, {'id': 8897, 'synset': 'ligament.n.02', 'name': 'ligament'}, {'id': 8898, 'synset': 'ligature.n.03', 'name': 'ligature'}, {'id': 8899, 'synset': 'light.n.02', 'name': 'light'}, {'id': 8900, 'synset': 'light_arm.n.01', 'name': 'light_arm'}, {'id': 8901, 'synset': 'light_circuit.n.01', 'name': 'light_circuit'}, {'id': 8902, 'synset': 'light-emitting_diode.n.01', 'name': 'light-emitting_diode'}, {'id': 8903, 'synset': 'lighter.n.02', 'name': 'lighter'}, {'id': 8904, 'synset': 'lighter-than-air_craft.n.01', 'name': 'lighter-than-air_craft'}, {'id': 8905, 'synset': 'light_filter.n.01', 'name': 'light_filter'}, {'id': 8906, 'synset': 'lighting.n.02', 'name': 'lighting'}, {'id': 8907, 'synset': 'light_machine_gun.n.01', 'name': 'light_machine_gun'}, {'id': 8908, 'synset': 'light_meter.n.01', 'name': 'light_meter'}, {'id': 8909, 'synset': 'light_microscope.n.01', 'name': 'light_microscope'}, {'id': 8910, 'synset': 'light_pen.n.01', 'name': 'light_pen'}, {'id': 8911, 'synset': 'lightship.n.01', 'name': 'lightship'}, {'id': 8912, 'synset': 'lilo.n.01', 'name': 'Lilo'}, {'id': 8913, 'synset': 'limber.n.01', 'name': 'limber'}, {'id': 8914, 'synset': 'limekiln.n.01', 'name': 'limekiln'}, {'id': 8915, 'synset': 'limiter.n.01', 'name': 'limiter'}, {'id': 8916, 'synset': 'linear_accelerator.n.01', 'name': 'linear_accelerator'}, {'id': 8917, 'synset': 'linen.n.01', 'name': 'linen'}, {'id': 8918, 'synset': 'line_printer.n.01', 'name': 'line_printer'}, {'id': 8919, 'synset': 'liner.n.04', 'name': 'liner'}, {'id': 8920, 'synset': 'liner.n.03', 'name': 'liner'}, {'id': 8921, 'synset': 'lingerie.n.01', 'name': 'lingerie'}, {'id': 8922, 'synset': 'lining.n.01', 'name': 'lining'}, {'id': 8923, 'synset': 'link.n.09', 'name': 'link'}, {'id': 8924, 'synset': 'linkage.n.03', 'name': 'linkage'}, {'id': 8925, 'synset': 'link_trainer.n.01', 'name': 'Link_trainer'}, {'id': 8926, 'synset': 'linocut.n.02', 'name': 'linocut'}, {'id': 8927, 'synset': 'linoleum_knife.n.01', 'name': 'linoleum_knife'}, {'id': 8928, 'synset': 'linotype.n.01', 'name': 'Linotype'}, {'id': 8929, 'synset': 'linsey-woolsey.n.01', 'name': 'linsey-woolsey'}, {'id': 8930, 'synset': 'linstock.n.01', 'name': 'linstock'}, {'id': 8931, 'synset': 'lion-jaw_forceps.n.01', 'name': 'lion-jaw_forceps'}, {'id': 8932, 'synset': 'lip-gloss.n.01', 'name': 'lip-gloss'}, {'id': 8933, 'synset': 'lipstick.n.01', 'name': 'lipstick'}, {'id': 8934, 'synset': 'liqueur_glass.n.01', 'name': 'liqueur_glass'}, {'id': 8935, 'synset': 'liquid_crystal_display.n.01', 'name': 'liquid_crystal_display'}, {'id': 8936, 'synset': 'liquid_metal_reactor.n.01', 'name': 'liquid_metal_reactor'}, {'id': 8937, 'synset': 'lisle.n.01', 'name': 'lisle'}, {'id': 8938, 'synset': 'lister.n.03', 'name': 'lister'}, {'id': 8939, 'synset': 'litterbin.n.01', 'name': 'litterbin'}, {'id': 8940, 'synset': 'little_theater.n.01', 'name': 'little_theater'}, {'id': 8941, 'synset': 'live_axle.n.01', 'name': 'live_axle'}, {'id': 8942, 'synset': 'living_quarters.n.01', 'name': 'living_quarters'}, {'id': 8943, 'synset': 'living_room.n.01', 'name': 'living_room'}, {'id': 8944, 'synset': 'load.n.09', 'name': 'load'}, {'id': 8945, 'synset': 'loafer.n.02', 'name': 'Loafer'}, {'id': 8946, 'synset': 'loaner.n.02', 'name': 'loaner'}, {'id': 8947, 'synset': 'lobe.n.04', 'name': 'lobe'}, {'id': 8948, 'synset': 'lobster_pot.n.01', 'name': 'lobster_pot'}, {'id': 8949, 'synset': 'local.n.01', 'name': 'local'}, {'id': 8950, 'synset': 'local_area_network.n.01', 'name': 'local_area_network'}, {'id': 8951, 'synset': 'local_oscillator.n.01', 'name': 'local_oscillator'}, {'id': 8952, 'synset': 'lochaber_ax.n.01', 'name': 'Lochaber_ax'}, {'id': 8953, 'synset': 'lock.n.01', 'name': 'lock'}, {'id': 8954, 'synset': 'lock.n.05', 'name': 'lock'}, {'id': 8955, 'synset': 'lock.n.04', 'name': 'lock'}, {'id': 8956, 'synset': 'lock.n.03', 'name': 'lock'}, {'id': 8957, 'synset': 'lockage.n.02', 'name': 'lockage'}, {'id': 8958, 'synset': 'locker.n.02', 'name': 'locker'}, {'id': 8959, 'synset': 'locker_room.n.01', 'name': 'locker_room'}, {'id': 8960, 'synset': 'locket.n.01', 'name': 'locket'}, {'id': 8961, 'synset': 'lock-gate.n.01', 'name': 'lock-gate'}, {'id': 8962, 'synset': 'locking_pliers.n.01', 'name': 'locking_pliers'}, {'id': 8963, 'synset': 'lockring.n.01', 'name': 'lockring'}, {'id': 8964, 'synset': 'lockstitch.n.01', 'name': 'lockstitch'}, {'id': 8965, 'synset': 'lockup.n.01', 'name': 'lockup'}, {'id': 8966, 'synset': 'locomotive.n.01', 'name': 'locomotive'}, {'id': 8967, 'synset': 'lodge.n.05', 'name': 'lodge'}, {'id': 8968, 'synset': 'lodge.n.04', 'name': 'lodge'}, {'id': 8969, 'synset': 'lodge.n.03', 'name': 'lodge'}, {'id': 8970, 'synset': 'lodging_house.n.01', 'name': 'lodging_house'}, {'id': 8971, 'synset': 'loft.n.02', 'name': 'loft'}, {'id': 8972, 'synset': 'loft.n.04', 'name': 'loft'}, {'id': 8973, 'synset': 'loft.n.01', 'name': 'loft'}, {'id': 8974, 'synset': 'log_cabin.n.01', 'name': 'log_cabin'}, {'id': 8975, 'synset': 'loggia.n.01', 'name': 'loggia'}, {'id': 8976, 'synset': 'longbow.n.01', 'name': 'longbow'}, {'id': 8977, 'synset': 'long_iron.n.01', 'name': 'long_iron'}, {'id': 8978, 'synset': 'long_johns.n.01', 'name': 'long_johns'}, {'id': 8979, 'synset': 'long_sleeve.n.01', 'name': 'long_sleeve'}, {'id': 8980, 'synset': 'long_tom.n.01', 'name': 'long_tom'}, {'id': 8981, 'synset': 'long_trousers.n.01', 'name': 'long_trousers'}, {'id': 8982, 'synset': 'long_underwear.n.01', 'name': 'long_underwear'}, {'id': 8983, 'synset': 'looking_glass.n.01', 'name': 'looking_glass'}, {'id': 8984, 'synset': 'lookout.n.03', 'name': 'lookout'}, {'id': 8985, 'synset': 'loom.n.01', 'name': 'loom'}, {'id': 8986, 'synset': 'loop_knot.n.01', 'name': 'loop_knot'}, {'id': 8987, 'synset': 'lorgnette.n.01', 'name': 'lorgnette'}, {'id': 8988, 'synset': 'lorraine_cross.n.01', 'name': 'Lorraine_cross'}, {'id': 8989, 'synset': 'lorry.n.02', 'name': 'lorry'}, {'id': 8990, 'synset': 'lota.n.01', 'name': 'lota'}, {'id': 8991, 'synset': 'lotion.n.01', 'name': 'lotion'}, {'id': 8992, 'synset': 'lounge.n.02', 'name': 'lounge'}, {'id': 8993, 'synset': 'lounger.n.03', 'name': 'lounger'}, {'id': 8994, 'synset': 'lounging_jacket.n.01', 'name': 'lounging_jacket'}, {'id': 8995, 'synset': 'lounging_pajama.n.01', 'name': 'lounging_pajama'}, {'id': 8996, 'synset': 'loungewear.n.01', 'name': 'loungewear'}, {'id': 8997, 'synset': 'loupe.n.01', 'name': 'loupe'}, {'id': 8998, 'synset': 'louvered_window.n.01', 'name': 'louvered_window'}, {'id': 8999, 'synset': 'love_knot.n.01', 'name': 'love_knot'}, {'id': 9000, 'synset': 'loving_cup.n.01', 'name': 'loving_cup'}, {'id': 9001, 'synset': 'lowboy.n.01', 'name': 'lowboy'}, {'id': 9002, 'synset': 'low-pass_filter.n.01', 'name': 'low-pass_filter'}, {'id': 9003, 'synset': 'low-warp-loom.n.01', 'name': 'low-warp-loom'}, {'id': 9004, 'synset': 'lp.n.01', 'name': 'LP'}, {'id': 9005, 'synset': 'l-plate.n.01', 'name': 'L-plate'}, {'id': 9006, 'synset': "lubber's_hole.n.01", 'name': "lubber's_hole"}, {'id': 9007, 'synset': 'lubricating_system.n.01', 'name': 'lubricating_system'}, {'id': 9008, 'synset': 'luff.n.01', 'name': 'luff'}, {'id': 9009, 'synset': 'lug.n.03', 'name': 'lug'}, {'id': 9010, 'synset': 'luge.n.01', 'name': 'luge'}, {'id': 9011, 'synset': 'luger.n.01', 'name': 'Luger'}, {'id': 9012, 'synset': 'luggage_carrier.n.01', 'name': 'luggage_carrier'}, {'id': 9013, 'synset': 'luggage_compartment.n.01', 'name': 'luggage_compartment'}, {'id': 9014, 'synset': 'luggage_rack.n.01', 'name': 'luggage_rack'}, {'id': 9015, 'synset': 'lugger.n.01', 'name': 'lugger'}, {'id': 9016, 'synset': 'lugsail.n.01', 'name': 'lugsail'}, {'id': 9017, 'synset': 'lug_wrench.n.01', 'name': 'lug_wrench'}, {'id': 9018, 'synset': 'lumberjack.n.02', 'name': 'lumberjack'}, {'id': 9019, 'synset': 'lumbermill.n.01', 'name': 'lumbermill'}, {'id': 9020, 'synset': 'lunar_excursion_module.n.01', 'name': 'lunar_excursion_module'}, {'id': 9021, 'synset': 'lunchroom.n.01', 'name': 'lunchroom'}, {'id': 9022, 'synset': 'lunette.n.01', 'name': 'lunette'}, {'id': 9023, 'synset': 'lungi.n.01', 'name': 'lungi'}, {'id': 9024, 'synset': 'lunula.n.02', 'name': 'lunula'}, {'id': 9025, 'synset': 'lusterware.n.01', 'name': 'lusterware'}, {'id': 9026, 'synset': 'lute.n.02', 'name': 'lute'}, {'id': 9027, 'synset': 'luxury_liner.n.01', 'name': 'luxury_liner'}, {'id': 9028, 'synset': 'lyceum.n.02', 'name': 'lyceum'}, {'id': 9029, 'synset': 'lychgate.n.01', 'name': 'lychgate'}, {'id': 9030, 'synset': 'lyre.n.01', 'name': 'lyre'}, {'id': 9031, 'synset': 'machete.n.01', 'name': 'machete'}, {'id': 9032, 'synset': 'machicolation.n.01', 'name': 'machicolation'}, {'id': 9033, 'synset': 'machine.n.01', 'name': 'machine'}, {'id': 9034, 'synset': 'machine.n.04', 'name': 'machine'}, {'id': 9035, 'synset': 'machine_bolt.n.01', 'name': 'machine_bolt'}, {'id': 9036, 'synset': 'machinery.n.01', 'name': 'machinery'}, {'id': 9037, 'synset': 'machine_screw.n.01', 'name': 'machine_screw'}, {'id': 9038, 'synset': 'machine_tool.n.01', 'name': 'machine_tool'}, {'id': 9039, 'synset': "machinist's_vise.n.01", 'name': "machinist's_vise"}, {'id': 9040, 'synset': 'machmeter.n.01', 'name': 'machmeter'}, {'id': 9041, 'synset': 'mackinaw.n.04', 'name': 'mackinaw'}, {'id': 9042, 'synset': 'mackinaw.n.03', 'name': 'mackinaw'}, {'id': 9043, 'synset': 'mackinaw.n.01', 'name': 'mackinaw'}, {'id': 9044, 'synset': 'mackintosh.n.01', 'name': 'mackintosh'}, {'id': 9045, 'synset': 'macrame.n.01', 'name': 'macrame'}, {'id': 9046, 'synset': 'madras.n.03', 'name': 'madras'}, {'id': 9047, 'synset': 'mae_west.n.02', 'name': 'Mae_West'}, {'id': 9048, 'synset': 'magazine_rack.n.01', 'name': 'magazine_rack'}, {'id': 9049, 'synset': 'magic_lantern.n.01', 'name': 'magic_lantern'}, {'id': 9050, 'synset': 'magnetic_bottle.n.01', 'name': 'magnetic_bottle'}, {'id': 9051, 'synset': 'magnetic_compass.n.01', 'name': 'magnetic_compass'}, {'id': 9052, 'synset': 'magnetic_core_memory.n.01', 'name': 'magnetic_core_memory'}, {'id': 9053, 'synset': 'magnetic_disk.n.01', 'name': 'magnetic_disk'}, {'id': 9054, 'synset': 'magnetic_head.n.01', 'name': 'magnetic_head'}, {'id': 9055, 'synset': 'magnetic_mine.n.01', 'name': 'magnetic_mine'}, {'id': 9056, 'synset': 'magnetic_needle.n.01', 'name': 'magnetic_needle'}, {'id': 9057, 'synset': 'magnetic_recorder.n.01', 'name': 'magnetic_recorder'}, {'id': 9058, 'synset': 'magnetic_stripe.n.01', 'name': 'magnetic_stripe'}, {'id': 9059, 'synset': 'magnetic_tape.n.01', 'name': 'magnetic_tape'}, {'id': 9060, 'synset': 'magneto.n.01', 'name': 'magneto'}, {'id': 9061, 'synset': 'magnetometer.n.01', 'name': 'magnetometer'}, {'id': 9062, 'synset': 'magnetron.n.01', 'name': 'magnetron'}, {'id': 9063, 'synset': 'magnifier.n.01', 'name': 'magnifier'}, {'id': 9064, 'synset': 'magnum.n.01', 'name': 'magnum'}, {'id': 9065, 'synset': 'magnus_hitch.n.01', 'name': 'magnus_hitch'}, {'id': 9066, 'synset': 'mail.n.03', 'name': 'mail'}, {'id': 9067, 'synset': 'mailbag.n.02', 'name': 'mailbag'}, {'id': 9068, 'synset': 'mailbag.n.01', 'name': 'mailbag'}, {'id': 9069, 'synset': 'mailboat.n.01', 'name': 'mailboat'}, {'id': 9070, 'synset': 'mail_car.n.01', 'name': 'mail_car'}, {'id': 9071, 'synset': 'maildrop.n.01', 'name': 'maildrop'}, {'id': 9072, 'synset': 'mailer.n.04', 'name': 'mailer'}, {'id': 9073, 'synset': 'maillot.n.02', 'name': 'maillot'}, {'id': 9074, 'synset': 'maillot.n.01', 'name': 'maillot'}, {'id': 9075, 'synset': 'mailsorter.n.01', 'name': 'mailsorter'}, {'id': 9076, 'synset': 'mail_train.n.01', 'name': 'mail_train'}, {'id': 9077, 'synset': 'mainframe.n.01', 'name': 'mainframe'}, {'id': 9078, 'synset': 'mainmast.n.01', 'name': 'mainmast'}, {'id': 9079, 'synset': 'main_rotor.n.01', 'name': 'main_rotor'}, {'id': 9080, 'synset': 'mainsail.n.01', 'name': 'mainsail'}, {'id': 9081, 'synset': 'mainspring.n.01', 'name': 'mainspring'}, {'id': 9082, 'synset': 'main-topmast.n.01', 'name': 'main-topmast'}, {'id': 9083, 'synset': 'main-topsail.n.01', 'name': 'main-topsail'}, {'id': 9084, 'synset': 'main_yard.n.01', 'name': 'main_yard'}, {'id': 9085, 'synset': 'maisonette.n.02', 'name': 'maisonette'}, {'id': 9086, 'synset': 'majolica.n.01', 'name': 'majolica'}, {'id': 9087, 'synset': 'makeup.n.01', 'name': 'makeup'}, {'id': 9088, 'synset': 'maksutov_telescope.n.01', 'name': 'Maksutov_telescope'}, {'id': 9089, 'synset': 'malacca.n.02', 'name': 'malacca'}, {'id': 9090, 'synset': 'mallet.n.03', 'name': 'mallet'}, {'id': 9091, 'synset': 'mallet.n.02', 'name': 'mallet'}, {'id': 9092, 'synset': 'mammogram.n.01', 'name': 'mammogram'}, {'id': 9093, 'synset': 'mandola.n.01', 'name': 'mandola'}, {'id': 9094, 'synset': 'mandolin.n.01', 'name': 'mandolin'}, {'id': 9095, 'synset': 'mangle.n.01', 'name': 'mangle'}, {'id': 9096, 'synset': 'manhole_cover.n.01', 'name': 'manhole_cover'}, {'id': 9097, 'synset': 'man-of-war.n.01', 'name': 'man-of-war'}, {'id': 9098, 'synset': 'manometer.n.01', 'name': 'manometer'}, {'id': 9099, 'synset': 'manor.n.01', 'name': 'manor'}, {'id': 9100, 'synset': 'manor_hall.n.01', 'name': 'manor_hall'}, {'id': 9101, 'synset': 'manpad.n.01', 'name': 'MANPAD'}, {'id': 9102, 'synset': 'mansard.n.01', 'name': 'mansard'}, {'id': 9103, 'synset': 'manse.n.02', 'name': 'manse'}, {'id': 9104, 'synset': 'mansion.n.02', 'name': 'mansion'}, {'id': 9105, 'synset': 'mantel.n.01', 'name': 'mantel'}, {'id': 9106, 'synset': 'mantelet.n.02', 'name': 'mantelet'}, {'id': 9107, 'synset': 'mantilla.n.01', 'name': 'mantilla'}, {'id': 9108, 'synset': 'mao_jacket.n.01', 'name': 'Mao_jacket'}, {'id': 9109, 'synset': 'maquiladora.n.01', 'name': 'maquiladora'}, {'id': 9110, 'synset': 'maraca.n.01', 'name': 'maraca'}, {'id': 9111, 'synset': 'marble.n.02', 'name': 'marble'}, {'id': 9112, 'synset': 'marching_order.n.01', 'name': 'marching_order'}, {'id': 9113, 'synset': 'marimba.n.01', 'name': 'marimba'}, {'id': 9114, 'synset': 'marina.n.01', 'name': 'marina'}, {'id': 9115, 'synset': 'marketplace.n.02', 'name': 'marketplace'}, {'id': 9116, 'synset': 'marlinespike.n.01', 'name': 'marlinespike'}, {'id': 9117, 'synset': 'marocain.n.01', 'name': 'marocain'}, {'id': 9118, 'synset': 'marquee.n.02', 'name': 'marquee'}, {'id': 9119, 'synset': 'marquetry.n.01', 'name': 'marquetry'}, {'id': 9120, 'synset': 'marriage_bed.n.01', 'name': 'marriage_bed'}, {'id': 9121, 'synset': 'martello_tower.n.01', 'name': 'martello_tower'}, {'id': 9122, 'synset': 'martingale.n.01', 'name': 'martingale'}, {'id': 9123, 'synset': 'mascara.n.01', 'name': 'mascara'}, {'id': 9124, 'synset': 'maser.n.01', 'name': 'maser'}, {'id': 9125, 'synset': 'mashie.n.01', 'name': 'mashie'}, {'id': 9126, 'synset': 'mashie_niblick.n.01', 'name': 'mashie_niblick'}, {'id': 9127, 'synset': 'masjid.n.01', 'name': 'masjid'}, {'id': 9128, 'synset': 'mask.n.01', 'name': 'mask'}, {'id': 9129, 'synset': 'masonite.n.01', 'name': 'Masonite'}, {'id': 9130, 'synset': 'mason_jar.n.01', 'name': 'Mason_jar'}, {'id': 9131, 'synset': 'masonry.n.01', 'name': 'masonry'}, {'id': 9132, 'synset': "mason's_level.n.01", 'name': "mason's_level"}, {'id': 9133, 'synset': 'massage_parlor.n.02', 'name': 'massage_parlor'}, {'id': 9134, 'synset': 'massage_parlor.n.01', 'name': 'massage_parlor'}, {'id': 9135, 'synset': 'mass_spectrograph.n.01', 'name': 'mass_spectrograph'}, {'id': 9136, 'synset': 'mass_spectrometer.n.01', 'name': 'mass_spectrometer'}, {'id': 9137, 'synset': 'mast.n.04', 'name': 'mast'}, {'id': 9138, 'synset': 'mastaba.n.01', 'name': 'mastaba'}, {'id': 9139, 'synset': 'master_bedroom.n.01', 'name': 'master_bedroom'}, {'id': 9140, 'synset': 'masterpiece.n.01', 'name': 'masterpiece'}, {'id': 9141, 'synset': 'mat.n.01', 'name': 'mat'}, {'id': 9142, 'synset': 'match.n.01', 'name': 'match'}, {'id': 9143, 'synset': 'match.n.03', 'name': 'match'}, {'id': 9144, 'synset': 'matchboard.n.01', 'name': 'matchboard'}, {'id': 9145, 'synset': 'matchbook.n.01', 'name': 'matchbook'}, {'id': 9146, 'synset': 'matchlock.n.01', 'name': 'matchlock'}, {'id': 9147, 'synset': 'match_plane.n.01', 'name': 'match_plane'}, {'id': 9148, 'synset': 'matchstick.n.01', 'name': 'matchstick'}, {'id': 9149, 'synset': 'material.n.04', 'name': 'material'}, {'id': 9150, 'synset': 'materiel.n.01', 'name': 'materiel'}, {'id': 9151, 'synset': 'maternity_hospital.n.01', 'name': 'maternity_hospital'}, {'id': 9152, 'synset': 'maternity_ward.n.01', 'name': 'maternity_ward'}, {'id': 9153, 'synset': 'matrix.n.06', 'name': 'matrix'}, {'id': 9154, 'synset': 'matthew_walker.n.01', 'name': 'Matthew_Walker'}, {'id': 9155, 'synset': 'matting.n.01', 'name': 'matting'}, {'id': 9156, 'synset': 'mattock.n.01', 'name': 'mattock'}, {'id': 9157, 'synset': 'mattress_cover.n.01', 'name': 'mattress_cover'}, {'id': 9158, 'synset': 'maul.n.01', 'name': 'maul'}, {'id': 9159, 'synset': 'maulstick.n.01', 'name': 'maulstick'}, {'id': 9160, 'synset': 'mauser.n.02', 'name': 'Mauser'}, {'id': 9161, 'synset': 'mausoleum.n.01', 'name': 'mausoleum'}, {'id': 9162, 'synset': 'maxi.n.01', 'name': 'maxi'}, {'id': 9163, 'synset': 'maxim_gun.n.01', 'name': 'Maxim_gun'}, {'id': 9164, 'synset': 'maximum_and_minimum_thermometer.n.01', 'name': 'maximum_and_minimum_thermometer'}, {'id': 9165, 'synset': 'maypole.n.01', 'name': 'maypole'}, {'id': 9166, 'synset': 'maze.n.01', 'name': 'maze'}, {'id': 9167, 'synset': 'mazer.n.01', 'name': 'mazer'}, {'id': 9168, 'synset': 'means.n.02', 'name': 'means'}, {'id': 9169, 'synset': 'measure.n.09', 'name': 'measure'}, {'id': 9170, 'synset': 'measuring_instrument.n.01', 'name': 'measuring_instrument'}, {'id': 9171, 'synset': 'meat_counter.n.01', 'name': 'meat_counter'}, {'id': 9172, 'synset': 'meat_grinder.n.01', 'name': 'meat_grinder'}, {'id': 9173, 'synset': 'meat_hook.n.01', 'name': 'meat_hook'}, {'id': 9174, 'synset': 'meat_house.n.02', 'name': 'meat_house'}, {'id': 9175, 'synset': 'meat_safe.n.01', 'name': 'meat_safe'}, {'id': 9176, 'synset': 'meat_thermometer.n.01', 'name': 'meat_thermometer'}, {'id': 9177, 'synset': 'mechanical_device.n.01', 'name': 'mechanical_device'}, {'id': 9178, 'synset': 'mechanical_piano.n.01', 'name': 'mechanical_piano'}, {'id': 9179, 'synset': 'mechanical_system.n.01', 'name': 'mechanical_system'}, {'id': 9180, 'synset': 'mechanism.n.05', 'name': 'mechanism'}, {'id': 9181, 'synset': 'medical_building.n.01', 'name': 'medical_building'}, {'id': 9182, 'synset': 'medical_instrument.n.01', 'name': 'medical_instrument'}, {'id': 9183, 'synset': 'medicine_ball.n.01', 'name': 'medicine_ball'}, {'id': 9184, 'synset': 'medicine_chest.n.01', 'name': 'medicine_chest'}, {'id': 9185, 'synset': 'medline.n.01', 'name': 'MEDLINE'}, {'id': 9186, 'synset': 'megalith.n.01', 'name': 'megalith'}, {'id': 9187, 'synset': 'megaphone.n.01', 'name': 'megaphone'}, {'id': 9188, 'synset': 'memorial.n.03', 'name': 'memorial'}, {'id': 9189, 'synset': 'memory.n.04', 'name': 'memory'}, {'id': 9190, 'synset': 'memory_chip.n.01', 'name': 'memory_chip'}, {'id': 9191, 'synset': 'memory_device.n.01', 'name': 'memory_device'}, {'id': 9192, 'synset': 'menagerie.n.02', 'name': 'menagerie'}, {'id': 9193, 'synset': 'mending.n.01', 'name': 'mending'}, {'id': 9194, 'synset': 'menhir.n.01', 'name': 'menhir'}, {'id': 9195, 'synset': 'menorah.n.02', 'name': 'menorah'}, {'id': 9196, 'synset': 'menorah.n.01', 'name': 'Menorah'}, {'id': 9197, 'synset': "man's_clothing.n.01", 'name': "man's_clothing"}, {'id': 9198, 'synset': "men's_room.n.01", 'name': "men's_room"}, {'id': 9199, 'synset': 'mercantile_establishment.n.01', 'name': 'mercantile_establishment'}, {'id': 9200, 'synset': 'mercury_barometer.n.01', 'name': 'mercury_barometer'}, {'id': 9201, 'synset': 'mercury_cell.n.01', 'name': 'mercury_cell'}, {'id': 9202, 'synset': 'mercury_thermometer.n.01', 'name': 'mercury_thermometer'}, {'id': 9203, 'synset': 'mercury-vapor_lamp.n.01', 'name': 'mercury-vapor_lamp'}, {'id': 9204, 'synset': 'mercy_seat.n.02', 'name': 'mercy_seat'}, {'id': 9205, 'synset': 'merlon.n.01', 'name': 'merlon'}, {'id': 9206, 'synset': 'mess.n.05', 'name': 'mess'}, {'id': 9207, 'synset': 'mess_jacket.n.01', 'name': 'mess_jacket'}, {'id': 9208, 'synset': 'mess_kit.n.01', 'name': 'mess_kit'}, {'id': 9209, 'synset': 'messuage.n.01', 'name': 'messuage'}, {'id': 9210, 'synset': 'metal_detector.n.01', 'name': 'metal_detector'}, {'id': 9211, 'synset': 'metallic.n.01', 'name': 'metallic'}, {'id': 9212, 'synset': 'metal_screw.n.01', 'name': 'metal_screw'}, {'id': 9213, 'synset': 'metal_wood.n.01', 'name': 'metal_wood'}, {'id': 9214, 'synset': 'meteorological_balloon.n.01', 'name': 'meteorological_balloon'}, {'id': 9215, 'synset': 'meter.n.02', 'name': 'meter'}, {'id': 9216, 'synset': 'meterstick.n.01', 'name': 'meterstick'}, {'id': 9217, 'synset': 'metronome.n.01', 'name': 'metronome'}, {'id': 9218, 'synset': 'mezzanine.n.02', 'name': 'mezzanine'}, {'id': 9219, 'synset': 'mezzanine.n.01', 'name': 'mezzanine'}, {'id': 9220, 'synset': 'microbalance.n.01', 'name': 'microbalance'}, {'id': 9221, 'synset': 'microbrewery.n.01', 'name': 'microbrewery'}, {'id': 9222, 'synset': 'microfiche.n.01', 'name': 'microfiche'}, {'id': 9223, 'synset': 'microfilm.n.01', 'name': 'microfilm'}, {'id': 9224, 'synset': 'micrometer.n.02', 'name': 'micrometer'}, {'id': 9225, 'synset': 'microprocessor.n.01', 'name': 'microprocessor'}, {'id': 9226, 'synset': 'microtome.n.01', 'name': 'microtome'}, {'id': 9227, 'synset': 'microwave_diathermy_machine.n.01', 'name': 'microwave_diathermy_machine'}, {'id': 9228, 'synset': 'microwave_linear_accelerator.n.01', 'name': 'microwave_linear_accelerator'}, {'id': 9229, 'synset': 'middy.n.01', 'name': 'middy'}, {'id': 9230, 'synset': 'midiron.n.01', 'name': 'midiron'}, {'id': 9231, 'synset': 'mihrab.n.02', 'name': 'mihrab'}, {'id': 9232, 'synset': 'mihrab.n.01', 'name': 'mihrab'}, {'id': 9233, 'synset': 'military_hospital.n.01', 'name': 'military_hospital'}, {'id': 9234, 'synset': 'military_quarters.n.01', 'name': 'military_quarters'}, {'id': 9235, 'synset': 'military_uniform.n.01', 'name': 'military_uniform'}, {'id': 9236, 'synset': 'military_vehicle.n.01', 'name': 'military_vehicle'}, {'id': 9237, 'synset': 'milk_bar.n.01', 'name': 'milk_bar'}, {'id': 9238, 'synset': 'milk_float.n.01', 'name': 'milk_float'}, {'id': 9239, 'synset': 'milking_machine.n.01', 'name': 'milking_machine'}, {'id': 9240, 'synset': 'milking_stool.n.01', 'name': 'milking_stool'}, {'id': 9241, 'synset': 'milk_wagon.n.01', 'name': 'milk_wagon'}, {'id': 9242, 'synset': 'mill.n.04', 'name': 'mill'}, {'id': 9243, 'synset': 'milldam.n.01', 'name': 'milldam'}, {'id': 9244, 'synset': 'miller.n.05', 'name': 'miller'}, {'id': 9245, 'synset': 'milliammeter.n.01', 'name': 'milliammeter'}, {'id': 9246, 'synset': 'millinery.n.02', 'name': 'millinery'}, {'id': 9247, 'synset': 'millinery.n.01', 'name': 'millinery'}, {'id': 9248, 'synset': 'milling.n.01', 'name': 'milling'}, {'id': 9249, 'synset': 'millivoltmeter.n.01', 'name': 'millivoltmeter'}, {'id': 9250, 'synset': 'millstone.n.03', 'name': 'millstone'}, {'id': 9251, 'synset': 'millstone.n.02', 'name': 'millstone'}, {'id': 9252, 'synset': 'millwheel.n.01', 'name': 'millwheel'}, {'id': 9253, 'synset': 'mimeograph.n.01', 'name': 'mimeograph'}, {'id': 9254, 'synset': 'minaret.n.01', 'name': 'minaret'}, {'id': 9255, 'synset': 'mincer.n.01', 'name': 'mincer'}, {'id': 9256, 'synset': 'mine.n.02', 'name': 'mine'}, {'id': 9257, 'synset': 'mine_detector.n.01', 'name': 'mine_detector'}, {'id': 9258, 'synset': 'minelayer.n.01', 'name': 'minelayer'}, {'id': 9259, 'synset': 'mineshaft.n.01', 'name': 'mineshaft'}, {'id': 9260, 'synset': 'minibar.n.01', 'name': 'minibar'}, {'id': 9261, 'synset': 'minibike.n.01', 'name': 'minibike'}, {'id': 9262, 'synset': 'minibus.n.01', 'name': 'minibus'}, {'id': 9263, 'synset': 'minicar.n.01', 'name': 'minicar'}, {'id': 9264, 'synset': 'minicomputer.n.01', 'name': 'minicomputer'}, {'id': 9265, 'synset': 'ministry.n.02', 'name': 'ministry'}, {'id': 9266, 'synset': 'miniskirt.n.01', 'name': 'miniskirt'}, {'id': 9267, 'synset': 'minisub.n.01', 'name': 'minisub'}, {'id': 9268, 'synset': 'miniver.n.01', 'name': 'miniver'}, {'id': 9269, 'synset': 'mink.n.02', 'name': 'mink'}, {'id': 9270, 'synset': 'minster.n.01', 'name': 'minster'}, {'id': 9271, 'synset': 'mint.n.06', 'name': 'mint'}, {'id': 9272, 'synset': 'minute_hand.n.01', 'name': 'minute_hand'}, {'id': 9273, 'synset': 'minuteman.n.02', 'name': 'Minuteman'}, {'id': 9274, 'synset': 'missile.n.01', 'name': 'missile'}, {'id': 9275, 'synset': 'missile_defense_system.n.01', 'name': 'missile_defense_system'}, {'id': 9276, 'synset': 'miter_box.n.01', 'name': 'miter_box'}, {'id': 9277, 'synset': 'miter_joint.n.01', 'name': 'miter_joint'}, {'id': 9278, 'synset': 'mixer.n.03', 'name': 'mixer'}, {'id': 9279, 'synset': 'mixing_bowl.n.01', 'name': 'mixing_bowl'}, {'id': 9280, 'synset': 'mixing_faucet.n.01', 'name': 'mixing_faucet'}, {'id': 9281, 'synset': 'mizzen.n.02', 'name': 'mizzen'}, {'id': 9282, 'synset': 'mizzenmast.n.01', 'name': 'mizzenmast'}, {'id': 9283, 'synset': 'mobcap.n.01', 'name': 'mobcap'}, {'id': 9284, 'synset': 'mobile_home.n.01', 'name': 'mobile_home'}, {'id': 9285, 'synset': 'moccasin.n.01', 'name': 'moccasin'}, {'id': 9286, 'synset': 'mock-up.n.01', 'name': 'mock-up'}, {'id': 9287, 'synset': 'mod_con.n.01', 'name': 'mod_con'}, {'id': 9288, 'synset': 'model_t.n.01', 'name': 'Model_T'}, {'id': 9289, 'synset': 'modem.n.01', 'name': 'modem'}, {'id': 9290, 'synset': 'modillion.n.01', 'name': 'modillion'}, {'id': 9291, 'synset': 'module.n.03', 'name': 'module'}, {'id': 9292, 'synset': 'module.n.02', 'name': 'module'}, {'id': 9293, 'synset': 'mohair.n.01', 'name': 'mohair'}, {'id': 9294, 'synset': 'moire.n.01', 'name': 'moire'}, {'id': 9295, 'synset': 'mold.n.02', 'name': 'mold'}, {'id': 9296, 'synset': 'moldboard.n.01', 'name': 'moldboard'}, {'id': 9297, 'synset': 'moldboard_plow.n.01', 'name': 'moldboard_plow'}, {'id': 9298, 'synset': 'moleskin.n.01', 'name': 'moleskin'}, {'id': 9299, 'synset': 'molotov_cocktail.n.01', 'name': 'Molotov_cocktail'}, {'id': 9300, 'synset': 'monastery.n.01', 'name': 'monastery'}, {'id': 9301, 'synset': 'monastic_habit.n.01', 'name': 'monastic_habit'}, {'id': 9302, 'synset': 'moneybag.n.01', 'name': 'moneybag'}, {'id': 9303, 'synset': 'money_belt.n.01', 'name': 'money_belt'}, {'id': 9304, 'synset': 'monitor.n.06', 'name': 'monitor'}, {'id': 9305, 'synset': 'monitor.n.05', 'name': 'monitor'}, {'id': 9306, 'synset': 'monkey-wrench.n.01', 'name': 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{'id': 9322, 'synset': 'morning_dress.n.01', 'name': 'morning_dress'}, {'id': 9323, 'synset': 'morning_room.n.01', 'name': 'morning_room'}, {'id': 9324, 'synset': 'morris_chair.n.01', 'name': 'Morris_chair'}, {'id': 9325, 'synset': 'mortar.n.01', 'name': 'mortar'}, {'id': 9326, 'synset': 'mortar.n.03', 'name': 'mortar'}, {'id': 9327, 'synset': 'mortarboard.n.02', 'name': 'mortarboard'}, {'id': 9328, 'synset': 'mortise_joint.n.02', 'name': 'mortise_joint'}, {'id': 9329, 'synset': 'mosaic.n.05', 'name': 'mosaic'}, {'id': 9330, 'synset': 'mosque.n.01', 'name': 'mosque'}, {'id': 9331, 'synset': 'mosquito_net.n.01', 'name': 'mosquito_net'}, {'id': 9332, 'synset': 'motel.n.01', 'name': 'motel'}, {'id': 9333, 'synset': 'motel_room.n.01', 'name': 'motel_room'}, {'id': 9334, 'synset': 'mother_hubbard.n.01', 'name': 'Mother_Hubbard'}, {'id': 9335, 'synset': 'motion-picture_camera.n.01', 'name': 'motion-picture_camera'}, {'id': 9336, 'synset': 'motion-picture_film.n.01', 'name': 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9352, 'synset': 'movement.n.10', 'name': 'movement'}, {'id': 9353, 'synset': 'movie_projector.n.01', 'name': 'movie_projector'}, {'id': 9354, 'synset': 'moving-coil_galvanometer.n.01', 'name': 'moving-coil_galvanometer'}, {'id': 9355, 'synset': 'moving_van.n.01', 'name': 'moving_van'}, {'id': 9356, 'synset': 'mud_brick.n.01', 'name': 'mud_brick'}, {'id': 9357, 'synset': 'mudguard.n.01', 'name': 'mudguard'}, {'id': 9358, 'synset': 'mudhif.n.01', 'name': 'mudhif'}, {'id': 9359, 'synset': 'muff.n.01', 'name': 'muff'}, {'id': 9360, 'synset': 'muffle.n.01', 'name': 'muffle'}, {'id': 9361, 'synset': 'muffler.n.02', 'name': 'muffler'}, {'id': 9362, 'synset': 'mufti.n.02', 'name': 'mufti'}, {'id': 9363, 'synset': 'mulch.n.01', 'name': 'mulch'}, {'id': 9364, 'synset': 'mule.n.02', 'name': 'mule'}, {'id': 9365, 'synset': 'multichannel_recorder.n.01', 'name': 'multichannel_recorder'}, {'id': 9366, 'synset': 'multiengine_airplane.n.01', 'name': 'multiengine_airplane'}, {'id': 9367, 'synset': 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'synset': 'nard.n.01', 'name': 'nard'}, {'id': 9399, 'synset': 'narrowbody_aircraft.n.01', 'name': 'narrowbody_aircraft'}, {'id': 9400, 'synset': 'narrow_wale.n.01', 'name': 'narrow_wale'}, {'id': 9401, 'synset': 'narthex.n.02', 'name': 'narthex'}, {'id': 9402, 'synset': 'narthex.n.01', 'name': 'narthex'}, {'id': 9403, 'synset': 'nasotracheal_tube.n.01', 'name': 'nasotracheal_tube'}, {'id': 9404, 'synset': 'national_monument.n.01', 'name': 'national_monument'}, {'id': 9405, 'synset': 'nautilus.n.01', 'name': 'nautilus'}, {'id': 9406, 'synset': 'navigational_system.n.01', 'name': 'navigational_system'}, {'id': 9407, 'synset': 'naval_equipment.n.01', 'name': 'naval_equipment'}, {'id': 9408, 'synset': 'naval_gun.n.01', 'name': 'naval_gun'}, {'id': 9409, 'synset': 'naval_missile.n.01', 'name': 'naval_missile'}, {'id': 9410, 'synset': 'naval_radar.n.01', 'name': 'naval_radar'}, {'id': 9411, 'synset': 'naval_tactical_data_system.n.01', 'name': 'naval_tactical_data_system'}, {'id': 9412, 'synset': 'naval_weaponry.n.01', 'name': 'naval_weaponry'}, {'id': 9413, 'synset': 'nave.n.01', 'name': 'nave'}, {'id': 9414, 'synset': 'navigational_instrument.n.01', 'name': 'navigational_instrument'}, {'id': 9415, 'synset': 'nebuchadnezzar.n.02', 'name': 'nebuchadnezzar'}, {'id': 9416, 'synset': 'neckband.n.01', 'name': 'neckband'}, {'id': 9417, 'synset': 'neck_brace.n.01', 'name': 'neck_brace'}, {'id': 9418, 'synset': 'neckcloth.n.01', 'name': 'neckcloth'}, {'id': 9419, 'synset': 'necklet.n.01', 'name': 'necklet'}, {'id': 9420, 'synset': 'neckline.n.01', 'name': 'neckline'}, {'id': 9421, 'synset': 'neckpiece.n.01', 'name': 'neckpiece'}, {'id': 9422, 'synset': 'neckwear.n.01', 'name': 'neckwear'}, {'id': 9423, 'synset': 'needle.n.02', 'name': 'needle'}, {'id': 9424, 'synset': 'needlenose_pliers.n.01', 'name': 'needlenose_pliers'}, {'id': 9425, 'synset': 'needlework.n.01', 'name': 'needlework'}, {'id': 9426, 'synset': 'negative.n.02', 'name': 'negative'}, {'id': 9427, 'synset': 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'synset': 'ninepin.n.01', 'name': 'ninepin'}, {'id': 9460, 'synset': 'ninepin_ball.n.01', 'name': 'ninepin_ball'}, {'id': 9461, 'synset': 'ninon.n.01', 'name': 'ninon'}, {'id': 9462, 'synset': 'nipple.n.02', 'name': 'nipple'}, {'id': 9463, 'synset': 'nipple_shield.n.01', 'name': 'nipple_shield'}, {'id': 9464, 'synset': 'niqab.n.01', 'name': 'niqab'}, {'id': 9465, 'synset': 'nissen_hut.n.01', 'name': 'Nissen_hut'}, {'id': 9466, 'synset': 'nogging.n.01', 'name': 'nogging'}, {'id': 9467, 'synset': 'noisemaker.n.01', 'name': 'noisemaker'}, {'id': 9468, 'synset': 'nonsmoker.n.02', 'name': 'nonsmoker'}, {'id': 9469, 'synset': 'non-volatile_storage.n.01', 'name': 'non-volatile_storage'}, {'id': 9470, 'synset': 'norfolk_jacket.n.01', 'name': 'Norfolk_jacket'}, {'id': 9471, 'synset': 'noria.n.01', 'name': 'noria'}, {'id': 9472, 'synset': 'nose_flute.n.01', 'name': 'nose_flute'}, {'id': 9473, 'synset': 'nosewheel.n.01', 'name': 'nosewheel'}, {'id': 9474, 'synset': 'notebook.n.02', 'name': 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'office_building.n.01', 'name': 'office_building'}, {'id': 9506, 'synset': 'office_furniture.n.01', 'name': 'office_furniture'}, {'id': 9507, 'synset': "officer's_mess.n.01", 'name': "officer's_mess"}, {'id': 9508, 'synset': 'off-line_equipment.n.01', 'name': 'off-line_equipment'}, {'id': 9509, 'synset': 'ogee.n.01', 'name': 'ogee'}, {'id': 9510, 'synset': 'ogee_arch.n.01', 'name': 'ogee_arch'}, {'id': 9511, 'synset': 'ohmmeter.n.01', 'name': 'ohmmeter'}, {'id': 9512, 'synset': 'oil.n.02', 'name': 'oil'}, {'id': 9513, 'synset': 'oilcan.n.01', 'name': 'oilcan'}, {'id': 9514, 'synset': 'oilcloth.n.01', 'name': 'oilcloth'}, {'id': 9515, 'synset': 'oil_filter.n.01', 'name': 'oil_filter'}, {'id': 9516, 'synset': 'oil_heater.n.01', 'name': 'oil_heater'}, {'id': 9517, 'synset': 'oil_paint.n.01', 'name': 'oil_paint'}, {'id': 9518, 'synset': 'oil_pump.n.01', 'name': 'oil_pump'}, {'id': 9519, 'synset': 'oil_refinery.n.01', 'name': 'oil_refinery'}, {'id': 9520, 'synset': 'oilskin.n.01', 'name': 'oilskin'}, {'id': 9521, 'synset': 'oil_slick.n.01', 'name': 'oil_slick'}, {'id': 9522, 'synset': 'oilstone.n.01', 'name': 'oilstone'}, {'id': 9523, 'synset': 'oil_tanker.n.01', 'name': 'oil_tanker'}, {'id': 9524, 'synset': 'old_school_tie.n.01', 'name': 'old_school_tie'}, {'id': 9525, 'synset': 'olive_drab.n.03', 'name': 'olive_drab'}, {'id': 9526, 'synset': 'olive_drab.n.02', 'name': 'olive_drab'}, {'id': 9527, 'synset': 'olympian_zeus.n.01', 'name': 'Olympian_Zeus'}, {'id': 9528, 'synset': 'omelet_pan.n.01', 'name': 'omelet_pan'}, {'id': 9529, 'synset': 'omnidirectional_antenna.n.01', 'name': 'omnidirectional_antenna'}, {'id': 9530, 'synset': 'omnirange.n.01', 'name': 'omnirange'}, {'id': 9531, 'synset': 'onion_dome.n.01', 'name': 'onion_dome'}, {'id': 9532, 'synset': 'open-air_market.n.01', 'name': 'open-air_market'}, {'id': 9533, 'synset': 'open_circuit.n.01', 'name': 'open_circuit'}, {'id': 9534, 'synset': 'open-end_wrench.n.01', 'name': 'open-end_wrench'}, {'id': 9535, 'synset': 'opener.n.03', 'name': 'opener'}, {'id': 9536, 'synset': 'open-hearth_furnace.n.01', 'name': 'open-hearth_furnace'}, {'id': 9537, 'synset': 'openside_plane.n.01', 'name': 'openside_plane'}, {'id': 9538, 'synset': 'open_sight.n.01', 'name': 'open_sight'}, {'id': 9539, 'synset': 'openwork.n.01', 'name': 'openwork'}, {'id': 9540, 'synset': 'opera.n.03', 'name': 'opera'}, {'id': 9541, 'synset': 'opera_cloak.n.01', 'name': 'opera_cloak'}, {'id': 9542, 'synset': 'operating_microscope.n.01', 'name': 'operating_microscope'}, {'id': 9543, 'synset': 'operating_room.n.01', 'name': 'operating_room'}, {'id': 9544, 'synset': 'operating_table.n.01', 'name': 'operating_table'}, {'id': 9545, 'synset': 'ophthalmoscope.n.01', 'name': 'ophthalmoscope'}, {'id': 9546, 'synset': 'optical_device.n.01', 'name': 'optical_device'}, {'id': 9547, 'synset': 'optical_disk.n.01', 'name': 'optical_disk'}, {'id': 9548, 'synset': 'optical_instrument.n.01', 'name': 'optical_instrument'}, {'id': 9549, 'synset': 'optical_pyrometer.n.01', 'name': 'optical_pyrometer'}, {'id': 9550, 'synset': 'optical_telescope.n.01', 'name': 'optical_telescope'}, {'id': 9551, 'synset': 'orchestra_pit.n.01', 'name': 'orchestra_pit'}, {'id': 9552, 'synset': 'ordinary.n.04', 'name': 'ordinary'}, {'id': 9553, 'synset': 'organ.n.05', 'name': 'organ'}, {'id': 9554, 'synset': 'organdy.n.01', 'name': 'organdy'}, {'id': 9555, 'synset': 'organic_light-emitting_diode.n.01', 'name': 'organic_light-emitting_diode'}, {'id': 9556, 'synset': 'organ_loft.n.01', 'name': 'organ_loft'}, {'id': 9557, 'synset': 'organ_pipe.n.01', 'name': 'organ_pipe'}, {'id': 9558, 'synset': 'organza.n.01', 'name': 'organza'}, {'id': 9559, 'synset': 'oriel.n.01', 'name': 'oriel'}, {'id': 9560, 'synset': 'oriflamme.n.02', 'name': 'oriflamme'}, {'id': 9561, 'synset': 'o_ring.n.01', 'name': 'O_ring'}, {'id': 9562, 'synset': 'orlon.n.01', 'name': 'Orlon'}, {'id': 9563, 'synset': 'orlop_deck.n.01', 'name': 'orlop_deck'}, {'id': 9564, 'synset': 'orphanage.n.02', 'name': 'orphanage'}, {'id': 9565, 'synset': 'orphrey.n.01', 'name': 'orphrey'}, {'id': 9566, 'synset': 'orrery.n.01', 'name': 'orrery'}, {'id': 9567, 'synset': 'orthicon.n.01', 'name': 'orthicon'}, {'id': 9568, 'synset': 'orthochromatic_film.n.01', 'name': 'orthochromatic_film'}, {'id': 9569, 'synset': 'orthopter.n.01', 'name': 'orthopter'}, {'id': 9570, 'synset': 'orthoscope.n.01', 'name': 'orthoscope'}, {'id': 9571, 'synset': 'oscillograph.n.01', 'name': 'oscillograph'}, {'id': 9572, 'synset': 'oscilloscope.n.01', 'name': 'oscilloscope'}, {'id': 9573, 'synset': 'ossuary.n.01', 'name': 'ossuary'}, {'id': 9574, 'synset': 'otoscope.n.01', 'name': 'otoscope'}, {'id': 9575, 'synset': 'oubliette.n.01', 'name': 'oubliette'}, {'id': 9576, 'synset': 'out-basket.n.01', 'name': 'out-basket'}, {'id': 9577, 'synset': 'outboard_motor.n.01', 'name': 'outboard_motor'}, {'id': 9578, 'synset': 'outboard_motorboat.n.01', 'name': 'outboard_motorboat'}, {'id': 9579, 'synset': 'outbuilding.n.01', 'name': 'outbuilding'}, {'id': 9580, 'synset': 'outerwear.n.01', 'name': 'outerwear'}, {'id': 9581, 'synset': 'outfall.n.01', 'name': 'outfall'}, {'id': 9582, 'synset': 'outfit.n.02', 'name': 'outfit'}, {'id': 9583, 'synset': 'outfitter.n.02', 'name': 'outfitter'}, {'id': 9584, 'synset': 'outhouse.n.01', 'name': 'outhouse'}, {'id': 9585, 'synset': 'output_device.n.01', 'name': 'output_device'}, {'id': 9586, 'synset': 'outrigger.n.01', 'name': 'outrigger'}, {'id': 9587, 'synset': 'outrigger_canoe.n.01', 'name': 'outrigger_canoe'}, {'id': 9588, 'synset': 'outside_caliper.n.01', 'name': 'outside_caliper'}, {'id': 9589, 'synset': 'outside_mirror.n.01', 'name': 'outside_mirror'}, {'id': 9590, 'synset': 'outwork.n.01', 'name': 'outwork'}, {'id': 9591, 'synset': 'oven_thermometer.n.01', 'name': 'oven_thermometer'}, {'id': 9592, 'synset': 'overall.n.02', 'name': 'overall'}, {'id': 9593, 'synset': 'overcoat.n.02', 'name': 'overcoat'}, {'id': 9594, 'synset': 'overdrive.n.02', 'name': 'overdrive'}, {'id': 9595, 'synset': 'overgarment.n.01', 'name': 'overgarment'}, {'id': 9596, 'synset': 'overhand_knot.n.01', 'name': 'overhand_knot'}, {'id': 9597, 'synset': 'overhang.n.01', 'name': 'overhang'}, {'id': 9598, 'synset': 'overhead_projector.n.01', 'name': 'overhead_projector'}, {'id': 9599, 'synset': 'overmantel.n.01', 'name': 'overmantel'}, {'id': 9600, 'synset': 'overnighter.n.02', 'name': 'overnighter'}, {'id': 9601, 'synset': 'overpass.n.01', 'name': 'overpass'}, {'id': 9602, 'synset': 'override.n.01', 'name': 'override'}, {'id': 9603, 'synset': 'overshoe.n.01', 'name': 'overshoe'}, {'id': 9604, 'synset': 'overskirt.n.01', 'name': 'overskirt'}, {'id': 9605, 'synset': 'oxbow.n.03', 'name': 'oxbow'}, {'id': 9606, 'synset': 'oxbridge.n.01', 'name': 'Oxbridge'}, {'id': 9607, 'synset': 'oxcart.n.01', 'name': 'oxcart'}, {'id': 9608, 'synset': 'oxeye.n.03', 'name': 'oxeye'}, {'id': 9609, 'synset': 'oxford.n.04', 'name': 'oxford'}, {'id': 9610, 'synset': 'oximeter.n.01', 'name': 'oximeter'}, {'id': 9611, 'synset': 'oxyacetylene_torch.n.01', 'name': 'oxyacetylene_torch'}, {'id': 9612, 'synset': 'oxygen_mask.n.01', 'name': 'oxygen_mask'}, {'id': 9613, 'synset': 'oyster_bar.n.01', 'name': 'oyster_bar'}, {'id': 9614, 'synset': 'oyster_bed.n.01', 'name': 'oyster_bed'}, {'id': 9615, 'synset': 'pace_car.n.01', 'name': 'pace_car'}, {'id': 9616, 'synset': 'pacemaker.n.03', 'name': 'pacemaker'}, {'id': 9617, 'synset': 'pack.n.03', 'name': 'pack'}, {'id': 9618, 'synset': 'pack.n.09', 'name': 'pack'}, {'id': 9619, 'synset': 'pack.n.07', 'name': 'pack'}, {'id': 9620, 'synset': 'package.n.02', 'name': 'package'}, {'id': 9621, 'synset': 'package_store.n.01', 'name': 'package_store'}, {'id': 9622, 'synset': 'packaging.n.03', 'name': 'packaging'}, {'id': 9623, 'synset': 'packing_box.n.02', 'name': 'packing_box'}, {'id': 9624, 'synset': 'packinghouse.n.02', 'name': 'packinghouse'}, {'id': 9625, 'synset': 'packinghouse.n.01', 'name': 'packinghouse'}, {'id': 9626, 'synset': 'packing_needle.n.01', 'name': 'packing_needle'}, {'id': 9627, 'synset': 'packsaddle.n.01', 'name': 'packsaddle'}, {'id': 9628, 'synset': 'paddle.n.02', 'name': 'paddle'}, {'id': 9629, 'synset': 'paddle.n.01', 'name': 'paddle'}, {'id': 9630, 'synset': 'paddle_box.n.01', 'name': 'paddle_box'}, {'id': 9631, 'synset': 'paddle_steamer.n.01', 'name': 'paddle_steamer'}, {'id': 9632, 'synset': 'paddlewheel.n.01', 'name': 'paddlewheel'}, {'id': 9633, 'synset': 'paddock.n.01', 'name': 'paddock'}, {'id': 9634, 'synset': 'page_printer.n.01', 'name': 'page_printer'}, {'id': 9635, 'synset': 'paint.n.01', 'name': 'paint'}, {'id': 9636, 'synset': 'paintball.n.01', 'name': 'paintball'}, {'id': 9637, 'synset': 'paintball_gun.n.01', 'name': 'paintball_gun'}, {'id': 9638, 'synset': 'paintbox.n.01', 'name': 'paintbox'}, {'id': 9639, 'synset': 'paisley.n.01', 'name': 'paisley'}, {'id': 9640, 'synset': 'pajama.n.01', 'name': 'pajama'}, {'id': 9641, 'synset': 'palace.n.04', 'name': 'palace'}, {'id': 9642, 'synset': 'palace.n.01', 'name': 'palace'}, {'id': 9643, 'synset': 'palace.n.03', 'name': 'palace'}, {'id': 9644, 'synset': 'palanquin.n.01', 'name': 'palanquin'}, {'id': 9645, 'synset': 'paleolith.n.01', 'name': 'paleolith'}, {'id': 9646, 'synset': 'palestra.n.01', 'name': 'palestra'}, {'id': 9647, 'synset': 'palette_knife.n.01', 'name': 'palette_knife'}, {'id': 9648, 'synset': 'palisade.n.01', 'name': 'palisade'}, {'id': 9649, 'synset': 'pallet.n.03', 'name': 'pallet'}, {'id': 9650, 'synset': 'pallette.n.01', 'name': 'pallette'}, {'id': 9651, 'synset': 'pallium.n.04', 'name': 'pallium'}, {'id': 9652, 'synset': 'pallium.n.03', 'name': 'pallium'}, {'id': 9653, 'synset': 'pancake_turner.n.01', 'name': 'pancake_turner'}, {'id': 9654, 'synset': 'panchromatic_film.n.01', 'name': 'panchromatic_film'}, {'id': 9655, 'synset': 'panda_car.n.01', 'name': 'panda_car'}, {'id': 9656, 'synset': 'paneling.n.01', 'name': 'paneling'}, {'id': 9657, 'synset': 'panhandle.n.02', 'name': 'panhandle'}, {'id': 9658, 'synset': 'panic_button.n.01', 'name': 'panic_button'}, {'id': 9659, 'synset': 'pannier.n.02', 'name': 'pannier'}, {'id': 9660, 'synset': 'pannier.n.01', 'name': 'pannier'}, {'id': 9661, 'synset': 'pannikin.n.01', 'name': 'pannikin'}, {'id': 9662, 'synset': 'panopticon.n.02', 'name': 'panopticon'}, {'id': 9663, 'synset': 'panopticon.n.01', 'name': 'panopticon'}, {'id': 9664, 'synset': 'panpipe.n.01', 'name': 'panpipe'}, {'id': 9665, 'synset': 'pantaloon.n.03', 'name': 'pantaloon'}, {'id': 9666, 'synset': 'pantechnicon.n.01', 'name': 'pantechnicon'}, {'id': 9667, 'synset': 'pantheon.n.03', 'name': 'pantheon'}, {'id': 9668, 'synset': 'pantheon.n.02', 'name': 'pantheon'}, {'id': 9669, 'synset': 'pantie.n.01', 'name': 'pantie'}, {'id': 9670, 'synset': 'panting.n.02', 'name': 'panting'}, {'id': 9671, 'synset': 'pant_leg.n.01', 'name': 'pant_leg'}, {'id': 9672, 'synset': 'pantograph.n.01', 'name': 'pantograph'}, {'id': 9673, 'synset': 'pantry.n.01', 'name': 'pantry'}, {'id': 9674, 'synset': 'pants_suit.n.01', 'name': 'pants_suit'}, {'id': 9675, 'synset': 'panty_girdle.n.01', 'name': 'panty_girdle'}, {'id': 9676, 'synset': 'panzer.n.01', 'name': 'panzer'}, {'id': 9677, 'synset': 'paper_chain.n.01', 'name': 'paper_chain'}, {'id': 9678, 'synset': 'paper_clip.n.01', 'name': 'paper_clip'}, {'id': 9679, 'synset': 'paper_cutter.n.01', 'name': 'paper_cutter'}, {'id': 9680, 'synset': 'paper_fastener.n.01', 'name': 'paper_fastener'}, {'id': 9681, 'synset': 'paper_feed.n.01', 'name': 'paper_feed'}, {'id': 9682, 'synset': 'paper_mill.n.01', 'name': 'paper_mill'}, {'id': 9683, 'synset': 'parabolic_mirror.n.01', 'name': 'parabolic_mirror'}, {'id': 9684, 'synset': 'parabolic_reflector.n.01', 'name': 'parabolic_reflector'}, {'id': 9685, 'synset': 'parallel_bars.n.01', 'name': 'parallel_bars'}, {'id': 9686, 'synset': 'parallel_circuit.n.01', 'name': 'parallel_circuit'}, {'id': 9687, 'synset': 'parallel_interface.n.01', 'name': 'parallel_interface'}, {'id': 9688, 'synset': 'parang.n.01', 'name': 'parang'}, {'id': 9689, 'synset': 'parapet.n.02', 'name': 'parapet'}, {'id': 9690, 'synset': 'parapet.n.01', 'name': 'parapet'}, {'id': 9691, 'synset': 'parer.n.02', 'name': 'parer'}, {'id': 9692, 'synset': 'parfait_glass.n.01', 'name': 'parfait_glass'}, {'id': 9693, 'synset': 'pargeting.n.02', 'name': 'pargeting'}, {'id': 9694, 'synset': 'pari-mutuel_machine.n.01', 'name': 'pari-mutuel_machine'}, {'id': 9695, 'synset': 'park_bench.n.01', 'name': 'park_bench'}, {'id': 9696, 'synset': 'parlor.n.01', 'name': 'parlor'}, {'id': 9697, 'synset': 'parquet.n.01', 'name': 'parquet'}, {'id': 9698, 'synset': 'parquetry.n.01', 'name': 'parquetry'}, {'id': 9699, 'synset': 'parsonage.n.01', 'name': 'parsonage'}, {'id': 9700, 'synset': 'parsons_table.n.01', 'name': 'Parsons_table'}, {'id': 9701, 'synset': 'partial_denture.n.01', 'name': 'partial_denture'}, {'id': 9702, 'synset': 'particle_detector.n.01', 'name': 'particle_detector'}, {'id': 9703, 'synset': 'partition.n.01', 'name': 'partition'}, {'id': 9704, 'synset': 'parts_bin.n.01', 'name': 'parts_bin'}, {'id': 9705, 'synset': 'party_line.n.02', 'name': 'party_line'}, {'id': 9706, 'synset': 'party_wall.n.01', 'name': 'party_wall'}, {'id': 9707, 'synset': 'parvis.n.01', 'name': 'parvis'}, {'id': 9708, 'synset': 'passenger_train.n.01', 'name': 'passenger_train'}, {'id': 9709, 'synset': 'passenger_van.n.01', 'name': 'passenger_van'}, {'id': 9710, 'synset': 'passe-partout.n.02', 'name': 'passe-partout'}, {'id': 9711, 'synset': 'passive_matrix_display.n.01', 'name': 'passive_matrix_display'}, {'id': 9712, 'synset': 'passkey.n.01', 'name': 'passkey'}, {'id': 9713, 'synset': 'pass-through.n.01', 'name': 'pass-through'}, {'id': 9714, 'synset': 'pastry_cart.n.01', 'name': 'pastry_cart'}, {'id': 9715, 'synset': 'patch.n.03', 'name': 'patch'}, {'id': 9716, 'synset': 'patchcord.n.01', 'name': 'patchcord'}, {'id': 9717, 'synset': 'patchouli.n.02', 'name': 'patchouli'}, {'id': 9718, 'synset': 'patch_pocket.n.01', 'name': 'patch_pocket'}, {'id': 9719, 'synset': 'patchwork.n.02', 'name': 'patchwork'}, {'id': 9720, 'synset': 'patent_log.n.01', 'name': 'patent_log'}, {'id': 9721, 'synset': 'paternoster.n.02', 'name': 'paternoster'}, {'id': 9722, 'synset': 'patina.n.01', 'name': 'patina'}, {'id': 9723, 'synset': 'patio.n.01', 'name': 'patio'}, {'id': 9724, 'synset': 'patisserie.n.01', 'name': 'patisserie'}, {'id': 9725, 'synset': 'patka.n.01', 'name': 'patka'}, {'id': 9726, 'synset': 'patrol_boat.n.01', 'name': 'patrol_boat'}, {'id': 9727, 'synset': 'patty-pan.n.01', 'name': 'patty-pan'}, {'id': 9728, 'synset': 'pave.n.01', 'name': 'pave'}, {'id': 9729, 'synset': 'pavilion.n.01', 'name': 'pavilion'}, {'id': 9730, 'synset': 'pavior.n.01', 'name': 'pavior'}, {'id': 9731, 'synset': 'pavis.n.01', 'name': 'pavis'}, {'id': 9732, 'synset': 'pawn.n.03', 'name': 'pawn'}, {'id': 9733, 'synset': "pawnbroker's_shop.n.01", 'name': "pawnbroker's_shop"}, {'id': 9734, 'synset': 'pay-phone.n.01', 'name': 'pay-phone'}, {'id': 9735, 'synset': 'pc_board.n.01', 'name': 'PC_board'}, {'id': 9736, 'synset': 'peach_orchard.n.01', 'name': 'peach_orchard'}, {'id': 9737, 'synset': 'pea_jacket.n.01', 'name': 'pea_jacket'}, {'id': 9738, 'synset': 'peavey.n.01', 'name': 'peavey'}, {'id': 9739, 'synset': 'pectoral.n.02', 'name': 'pectoral'}, {'id': 9740, 'synset': 'pedal.n.02', 'name': 'pedal'}, {'id': 9741, 'synset': 'pedal_pusher.n.01', 'name': 'pedal_pusher'}, {'id': 9742, 'synset': 'pedestal.n.03', 'name': 'pedestal'}, {'id': 9743, 'synset': 'pedestal_table.n.01', 'name': 'pedestal_table'}, {'id': 9744, 'synset': 'pedestrian_crossing.n.01', 'name': 'pedestrian_crossing'}, {'id': 9745, 'synset': 'pedicab.n.01', 'name': 'pedicab'}, {'id': 9746, 'synset': 'pediment.n.01', 'name': 'pediment'}, {'id': 9747, 'synset': 'pedometer.n.01', 'name': 'pedometer'}, {'id': 9748, 'synset': 'peep_sight.n.01', 'name': 'peep_sight'}, {'id': 9749, 'synset': 'peg.n.01', 'name': 'peg'}, {'id': 9750, 'synset': 'peg.n.06', 'name': 'peg'}, {'id': 9751, 'synset': 'peg.n.05', 'name': 'peg'}, {'id': 9752, 'synset': 'pelham.n.01', 'name': 'Pelham'}, {'id': 9753, 'synset': 'pelican_crossing.n.01', 'name': 'pelican_crossing'}, {'id': 9754, 'synset': 'pelisse.n.01', 'name': 'pelisse'}, {'id': 9755, 'synset': 'pelvimeter.n.01', 'name': 'pelvimeter'}, {'id': 9756, 'synset': 'penal_colony.n.01', 'name': 'penal_colony'}, {'id': 9757, 'synset': 'penal_institution.n.01', 'name': 'penal_institution'}, {'id': 9758, 'synset': 'penalty_box.n.01', 'name': 'penalty_box'}, {'id': 9759, 'synset': 'pen-and-ink.n.01', 'name': 'pen-and-ink'}, {'id': 9760, 'synset': 'pencil.n.04', 'name': 'pencil'}, {'id': 9761, 'synset': 'pendant_earring.n.01', 'name': 'pendant_earring'}, {'id': 9762, 'synset': 'pendulum_clock.n.01', 'name': 'pendulum_clock'}, {'id': 9763, 'synset': 'pendulum_watch.n.01', 'name': 'pendulum_watch'}, {'id': 9764, 'synset': 'penetration_bomb.n.01', 'name': 'penetration_bomb'}, {'id': 9765, 'synset': 'penile_implant.n.01', 'name': 'penile_implant'}, {'id': 9766, 'synset': 'penitentiary.n.01', 'name': 'penitentiary'}, {'id': 9767, 'synset': 'penknife.n.01', 'name': 'penknife'}, {'id': 9768, 'synset': 'penlight.n.01', 'name': 'penlight'}, {'id': 9769, 'synset': 'pennant.n.03', 'name': 'pennant'}, {'id': 9770, 'synset': 'pennywhistle.n.01', 'name': 'pennywhistle'}, {'id': 9771, 'synset': 'penthouse.n.01', 'name': 'penthouse'}, {'id': 9772, 'synset': 'pentode.n.01', 'name': 'pentode'}, {'id': 9773, 'synset': 'peplos.n.01', 'name': 'peplos'}, {'id': 9774, 'synset': 'peplum.n.01', 'name': 'peplum'}, {'id': 9775, 'synset': 'pepper_shaker.n.01', 'name': 'pepper_shaker'}, {'id': 9776, 'synset': 'pepper_spray.n.01', 'name': 'pepper_spray'}, {'id': 9777, 'synset': 'percale.n.01', 'name': 'percale'}, {'id': 9778, 'synset': 'percolator.n.01', 'name': 'percolator'}, {'id': 9779, 'synset': 'percussion_cap.n.01', 'name': 'percussion_cap'}, {'id': 9780, 'synset': 'percussion_instrument.n.01', 'name': 'percussion_instrument'}, {'id': 9781, 'synset': 'perforation.n.01', 'name': 'perforation'}, {'id': 9782, 'synset': 'perfumery.n.03', 'name': 'perfumery'}, {'id': 9783, 'synset': 'perfumery.n.02', 'name': 'perfumery'}, {'id': 9784, 'synset': 'perfumery.n.01', 'name': 'perfumery'}, {'id': 9785, 'synset': 'peripheral.n.01', 'name': 'peripheral'}, {'id': 9786, 'synset': 'periscope.n.01', 'name': 'periscope'}, {'id': 9787, 'synset': 'peristyle.n.01', 'name': 'peristyle'}, {'id': 9788, 'synset': 'periwig.n.01', 'name': 'periwig'}, {'id': 9789, 'synset': 'permanent_press.n.01', 'name': 'permanent_press'}, {'id': 9790, 'synset': 'perpetual_motion_machine.n.01', 'name': 'perpetual_motion_machine'}, {'id': 9791, 'synset': 'personal_computer.n.01', 'name': 'personal_computer'}, {'id': 9792, 'synset': 'personal_digital_assistant.n.01', 'name': 'personal_digital_assistant'}, {'id': 9793, 'synset': 'personnel_carrier.n.01', 'name': 'personnel_carrier'}, {'id': 9794, 'synset': 'pestle.n.03', 'name': 'pestle'}, {'id': 9795, 'synset': 'pestle.n.02', 'name': 'pestle'}, {'id': 9796, 'synset': 'petcock.n.01', 'name': 'petcock'}, {'id': 9797, 'synset': 'petri_dish.n.01', 'name': 'Petri_dish'}, {'id': 9798, 'synset': 'petrolatum_gauze.n.01', 'name': 'petrolatum_gauze'}, {'id': 9799, 'synset': 'pet_shop.n.01', 'name': 'pet_shop'}, {'id': 9800, 'synset': 'petticoat.n.01', 'name': 'petticoat'}, {'id': 9801, 'synset': 'phial.n.01', 'name': 'phial'}, {'id': 9802, 'synset': 'phillips_screw.n.01', 'name': 'Phillips_screw'}, {'id': 9803, 'synset': 'phillips_screwdriver.n.01', 'name': 'Phillips_screwdriver'}, {'id': 9804, 'synset': 'phonograph_needle.n.01', 'name': 'phonograph_needle'}, {'id': 9805, 'synset': 'photocathode.n.01', 'name': 'photocathode'}, {'id': 9806, 'synset': 'photocoagulator.n.01', 'name': 'photocoagulator'}, {'id': 9807, 'synset': 'photocopier.n.01', 'name': 'photocopier'}, {'id': 9808, 'synset': 'photographic_equipment.n.01', 'name': 'photographic_equipment'}, {'id': 9809, 'synset': 'photographic_paper.n.01', 'name': 'photographic_paper'}, {'id': 9810, 'synset': 'photometer.n.01', 'name': 'photometer'}, {'id': 9811, 'synset': 'photomicrograph.n.01', 'name': 'photomicrograph'}, {'id': 9812, 'synset': 'photostat.n.02', 'name': 'Photostat'}, {'id': 9813, 'synset': 'photostat.n.01', 'name': 'photostat'}, {'id': 9814, 'synset': 'physical_pendulum.n.01', 'name': 'physical_pendulum'}, {'id': 9815, 'synset': 'piano_action.n.01', 'name': 'piano_action'}, {'id': 9816, 'synset': 'piano_keyboard.n.01', 'name': 'piano_keyboard'}, {'id': 9817, 'synset': 'piano_wire.n.01', 'name': 'piano_wire'}, {'id': 9818, 'synset': 'piccolo.n.01', 'name': 'piccolo'}, {'id': 9819, 'synset': 'pick.n.07', 'name': 'pick'}, {'id': 9820, 'synset': 'pick.n.06', 'name': 'pick'}, {'id': 9821, 'synset': 'pick.n.05', 'name': 'pick'}, {'id': 9822, 'synset': 'pickelhaube.n.01', 'name': 'pickelhaube'}, {'id': 9823, 'synset': 'picket_boat.n.01', 'name': 'picket_boat'}, {'id': 9824, 'synset': 'picket_fence.n.01', 'name': 'picket_fence'}, {'id': 9825, 'synset': 'picket_ship.n.01', 'name': 'picket_ship'}, {'id': 9826, 'synset': 'pickle_barrel.n.01', 'name': 'pickle_barrel'}, {'id': 9827, 'synset': 'picture_frame.n.01', 'name': 'picture_frame'}, {'id': 9828, 'synset': 'picture_hat.n.01', 'name': 'picture_hat'}, {'id': 9829, 'synset': 'picture_rail.n.01', 'name': 'picture_rail'}, {'id': 9830, 'synset': 'picture_window.n.01', 'name': 'picture_window'}, {'id': 9831, 'synset': 'piece_of_cloth.n.01', 'name': 'piece_of_cloth'}, {'id': 9832, 'synset': 'pied-a-terre.n.01', 'name': 'pied-a-terre'}, {'id': 9833, 'synset': 'pier.n.03', 'name': 'pier'}, {'id': 9834, 'synset': 'pier.n.02', 'name': 'pier'}, {'id': 9835, 'synset': 'pier_arch.n.01', 'name': 'pier_arch'}, {'id': 9836, 'synset': 'pier_glass.n.01', 'name': 'pier_glass'}, {'id': 9837, 'synset': 'pier_table.n.01', 'name': 'pier_table'}, {'id': 9838, 'synset': 'pieta.n.01', 'name': 'pieta'}, {'id': 9839, 'synset': 'piezometer.n.01', 'name': 'piezometer'}, {'id': 9840, 'synset': 'pig_bed.n.01', 'name': 'pig_bed'}, {'id': 9841, 'synset': 'piggery.n.01', 'name': 'piggery'}, {'id': 9842, 'synset': 'pilaster.n.01', 'name': 'pilaster'}, {'id': 9843, 'synset': 'pile.n.06', 'name': 'pile'}, {'id': 9844, 'synset': 'pile_driver.n.01', 'name': 'pile_driver'}, {'id': 9845, 'synset': 'pill_bottle.n.01', 'name': 'pill_bottle'}, {'id': 9846, 'synset': 'pillbox.n.01', 'name': 'pillbox'}, {'id': 9847, 'synset': 'pillion.n.01', 'name': 'pillion'}, {'id': 9848, 'synset': 'pillory.n.01', 'name': 'pillory'}, {'id': 9849, 'synset': 'pillow_block.n.01', 'name': 'pillow_block'}, {'id': 9850, 'synset': 'pillow_lace.n.01', 'name': 'pillow_lace'}, {'id': 9851, 'synset': 'pillow_sham.n.01', 'name': 'pillow_sham'}, {'id': 9852, 'synset': 'pilot_bit.n.01', 'name': 'pilot_bit'}, {'id': 9853, 'synset': 'pilot_boat.n.01', 'name': 'pilot_boat'}, {'id': 9854, 'synset': 'pilot_burner.n.01', 'name': 'pilot_burner'}, {'id': 9855, 'synset': 'pilot_cloth.n.01', 'name': 'pilot_cloth'}, {'id': 9856, 'synset': 'pilot_engine.n.01', 'name': 'pilot_engine'}, {'id': 9857, 'synset': 'pilothouse.n.01', 'name': 'pilothouse'}, {'id': 9858, 'synset': 'pilot_light.n.02', 'name': 'pilot_light'}, {'id': 9859, 'synset': 'pin.n.08', 'name': 'pin'}, {'id': 9860, 'synset': 'pin.n.07', 'name': 'pin'}, {'id': 9861, 'synset': 'pinata.n.01', 'name': 'pinata'}, {'id': 9862, 'synset': 'pinball_machine.n.01', 'name': 'pinball_machine'}, {'id': 9863, 'synset': 'pince-nez.n.01', 'name': 'pince-nez'}, {'id': 9864, 'synset': 'pincer.n.01', 'name': 'pincer'}, {'id': 9865, 'synset': 'pinch_bar.n.01', 'name': 'pinch_bar'}, {'id': 9866, 'synset': 'pincurl_clip.n.01', 'name': 'pincurl_clip'}, {'id': 9867, 'synset': 'pinfold.n.01', 'name': 'pinfold'}, {'id': 9868, 'synset': 'pinhead.n.02', 'name': 'pinhead'}, {'id': 9869, 'synset': 'pinion.n.01', 'name': 'pinion'}, {'id': 9870, 'synset': 'pinnacle.n.01', 'name': 'pinnacle'}, {'id': 9871, 'synset': 'pinprick.n.02', 'name': 'pinprick'}, {'id': 9872, 'synset': 'pinstripe.n.03', 'name': 'pinstripe'}, {'id': 9873, 'synset': 'pinstripe.n.02', 'name': 'pinstripe'}, {'id': 9874, 'synset': 'pinstripe.n.01', 'name': 'pinstripe'}, {'id': 9875, 'synset': 'pintle.n.01', 'name': 'pintle'}, {'id': 9876, 'synset': 'pinwheel.n.02', 'name': 'pinwheel'}, {'id': 9877, 'synset': 'tabor_pipe.n.01', 'name': 'tabor_pipe'}, {'id': 9878, 'synset': 'pipe.n.04', 'name': 'pipe'}, {'id': 9879, 'synset': 'pipe_bomb.n.01', 'name': 'pipe_bomb'}, {'id': 9880, 'synset': 'pipe_cleaner.n.01', 'name': 'pipe_cleaner'}, {'id': 9881, 'synset': 'pipe_cutter.n.01', 'name': 'pipe_cutter'}, {'id': 9882, 'synset': 'pipefitting.n.01', 'name': 'pipefitting'}, {'id': 9883, 'synset': 'pipet.n.01', 'name': 'pipet'}, {'id': 9884, 'synset': 'pipe_vise.n.01', 'name': 'pipe_vise'}, {'id': 9885, 'synset': 'pipe_wrench.n.01', 'name': 'pipe_wrench'}, {'id': 9886, 'synset': 'pique.n.01', 'name': 'pique'}, {'id': 9887, 'synset': 'pirate.n.03', 'name': 'pirate'}, {'id': 9888, 'synset': 'piste.n.02', 'name': 'piste'}, {'id': 9889, 'synset': 'pistol_grip.n.01', 'name': 'pistol_grip'}, {'id': 9890, 'synset': 'piston.n.02', 'name': 'piston'}, {'id': 9891, 'synset': 'piston_ring.n.01', 'name': 'piston_ring'}, {'id': 9892, 'synset': 'piston_rod.n.01', 'name': 'piston_rod'}, {'id': 9893, 'synset': 'pit.n.07', 'name': 'pit'}, {'id': 9894, 'synset': 'pitching_wedge.n.01', 'name': 'pitching_wedge'}, {'id': 9895, 'synset': 'pitch_pipe.n.01', 'name': 'pitch_pipe'}, {'id': 9896, 'synset': 'pith_hat.n.01', 'name': 'pith_hat'}, {'id': 9897, 'synset': 'piton.n.01', 'name': 'piton'}, {'id': 9898, 'synset': 'pitot-static_tube.n.01', 'name': 'Pitot-static_tube'}, {'id': 9899, 'synset': 'pitot_tube.n.01', 'name': 'Pitot_tube'}, {'id': 9900, 'synset': 'pitsaw.n.01', 'name': 'pitsaw'}, {'id': 9901, 'synset': 'pivot.n.02', 'name': 'pivot'}, {'id': 9902, 'synset': 'pivoting_window.n.01', 'name': 'pivoting_window'}, {'id': 9903, 'synset': 'pizzeria.n.01', 'name': 'pizzeria'}, {'id': 9904, 'synset': 'place_of_business.n.01', 'name': 'place_of_business'}, {'id': 9905, 'synset': 'place_of_worship.n.01', 'name': 'place_of_worship'}, {'id': 9906, 'synset': 'placket.n.01', 'name': 'placket'}, {'id': 9907, 'synset': 'planchet.n.01', 'name': 'planchet'}, {'id': 9908, 'synset': 'plane.n.05', 'name': 'plane'}, {'id': 9909, 'synset': 'plane.n.04', 'name': 'plane'}, {'id': 9910, 'synset': 'plane_seat.n.01', 'name': 'plane_seat'}, {'id': 9911, 'synset': 'planetarium.n.03', 'name': 'planetarium'}, {'id': 9912, 'synset': 'planetarium.n.02', 'name': 'planetarium'}, {'id': 9913, 'synset': 'planetarium.n.01', 'name': 'planetarium'}, {'id': 9914, 'synset': 'planetary_gear.n.01', 'name': 'planetary_gear'}, {'id': 9915, 'synset': 'plank-bed.n.01', 'name': 'plank-bed'}, {'id': 9916, 'synset': 'planking.n.02', 'name': 'planking'}, {'id': 9917, 'synset': 'planner.n.02', 'name': 'planner'}, {'id': 9918, 'synset': 'plant.n.01', 'name': 'plant'}, {'id': 9919, 'synset': 'planter.n.03', 'name': 'planter'}, {'id': 9920, 'synset': 'plaster.n.05', 'name': 'plaster'}, {'id': 9921, 'synset': 'plasterboard.n.01', 'name': 'plasterboard'}, {'id': 9922, 'synset': 'plastering_trowel.n.01', 'name': 'plastering_trowel'}, {'id': 9923, 'synset': 'plastic_bag.n.01', 'name': 'plastic_bag'}, {'id': 9924, 'synset': 'plastic_bomb.n.01', 'name': 'plastic_bomb'}, {'id': 9925, 'synset': 'plastic_laminate.n.01', 'name': 'plastic_laminate'}, {'id': 9926, 'synset': 'plastic_wrap.n.01', 'name': 'plastic_wrap'}, {'id': 9927, 'synset': 'plastron.n.03', 'name': 'plastron'}, {'id': 9928, 'synset': 'plastron.n.02', 'name': 'plastron'}, {'id': 9929, 'synset': 'plastron.n.01', 'name': 'plastron'}, {'id': 9930, 'synset': 'plate.n.14', 'name': 'plate'}, {'id': 9931, 'synset': 'plate.n.13', 'name': 'plate'}, {'id': 9932, 'synset': 'plate.n.12', 'name': 'plate'}, {'id': 9933, 'synset': 'platen.n.03', 'name': 'platen'}, {'id': 9934, 'synset': 'platen.n.01', 'name': 'platen'}, {'id': 9935, 'synset': 'plate_rack.n.01', 'name': 'plate_rack'}, {'id': 9936, 'synset': 'plate_rail.n.01', 'name': 'plate_rail'}, {'id': 9937, 'synset': 'platform.n.01', 'name': 'platform'}, {'id': 9938, 'synset': 'platform.n.04', 'name': 'platform'}, {'id': 9939, 'synset': 'platform.n.03', 'name': 'platform'}, {'id': 9940, 'synset': 'platform_bed.n.01', 'name': 'platform_bed'}, {'id': 9941, 'synset': 'platform_rocker.n.01', 'name': 'platform_rocker'}, {'id': 9942, 'synset': 'plating.n.01', 'name': 'plating'}, {'id': 9943, 'synset': 'playback.n.02', 'name': 'playback'}, {'id': 9944, 'synset': 'playbox.n.01', 'name': 'playbox'}, {'id': 9945, 'synset': 'playground.n.02', 'name': 'playground'}, {'id': 9946, 'synset': 'playsuit.n.01', 'name': 'playsuit'}, {'id': 9947, 'synset': 'plaza.n.02', 'name': 'plaza'}, {'id': 9948, 'synset': 'pleat.n.01', 'name': 'pleat'}, {'id': 9949, 'synset': 'plenum.n.02', 'name': 'plenum'}, {'id': 9950, 'synset': 'plethysmograph.n.01', 'name': 'plethysmograph'}, {'id': 9951, 'synset': 'pleximeter.n.01', 'name': 'pleximeter'}, {'id': 9952, 'synset': 'plexor.n.01', 'name': 'plexor'}, {'id': 9953, 'synset': 'plimsoll.n.02', 'name': 'plimsoll'}, {'id': 9954, 'synset': 'plotter.n.04', 'name': 'plotter'}, {'id': 9955, 'synset': 'plug.n.01', 'name': 'plug'}, {'id': 9956, 'synset': 'plug.n.05', 'name': 'plug'}, {'id': 9957, 'synset': 'plug_fuse.n.01', 'name': 'plug_fuse'}, {'id': 9958, 'synset': 'plughole.n.01', 'name': 'plughole'}, {'id': 9959, 'synset': 'plumb_bob.n.01', 'name': 'plumb_bob'}, {'id': 9960, 'synset': 'plumb_level.n.01', 'name': 'plumb_level'}, {'id': 9961, 'synset': 'plunger.n.03', 'name': 'plunger'}, {'id': 9962, 'synset': 'plus_fours.n.01', 'name': 'plus_fours'}, {'id': 9963, 'synset': 'plush.n.01', 'name': 'plush'}, {'id': 9964, 'synset': 'plywood.n.01', 'name': 'plywood'}, {'id': 9965, 'synset': 'pneumatic_drill.n.01', 'name': 'pneumatic_drill'}, {'id': 9966, 'synset': 'p-n_junction.n.01', 'name': 'p-n_junction'}, {'id': 9967, 'synset': 'p-n-p_transistor.n.01', 'name': 'p-n-p_transistor'}, {'id': 9968, 'synset': 'poacher.n.02', 'name': 'poacher'}, {'id': 9969, 'synset': 'pocket.n.01', 'name': 'pocket'}, {'id': 9970, 'synset': 'pocket_battleship.n.01', 'name': 'pocket_battleship'}, {'id': 9971, 'synset': 'pocketcomb.n.01', 'name': 'pocketcomb'}, {'id': 9972, 'synset': 'pocket_flap.n.01', 'name': 'pocket_flap'}, {'id': 9973, 'synset': 'pocket-handkerchief.n.01', 'name': 'pocket-handkerchief'}, {'id': 9974, 'synset': 'pod.n.04', 'name': 'pod'}, {'id': 9975, 'synset': 'pogo_stick.n.01', 'name': 'pogo_stick'}, {'id': 9976, 'synset': 'point-and-shoot_camera.n.01', 'name': 'point-and-shoot_camera'}, {'id': 9977, 'synset': 'pointed_arch.n.01', 'name': 'pointed_arch'}, {'id': 9978, 'synset': 'pointing_trowel.n.01', 'name': 'pointing_trowel'}, {'id': 9979, 'synset': 'point_lace.n.01', 'name': 'point_lace'}, {'id': 9980, 'synset': 'polarimeter.n.01', 'name': 'polarimeter'}, {'id': 9981, 'synset': 'polaroid.n.01', 'name': 'Polaroid'}, {'id': 9982, 'synset': 'polaroid_camera.n.01', 'name': 'Polaroid_camera'}, {'id': 9983, 'synset': 'pole.n.09', 'name': 'pole'}, {'id': 9984, 'synset': 'poleax.n.02', 'name': 'poleax'}, {'id': 9985, 'synset': 'poleax.n.01', 'name': 'poleax'}, {'id': 9986, 'synset': 'police_boat.n.01', 'name': 'police_boat'}, {'id': 9987, 'synset': 'police_van.n.01', 'name': 'police_van'}, {'id': 9988, 'synset': 'polling_booth.n.01', 'name': 'polling_booth'}, {'id': 9989, 'synset': 'polo_ball.n.01', 'name': 'polo_ball'}, {'id': 9990, 'synset': 'polo_mallet.n.01', 'name': 'polo_mallet'}, {'id': 9991, 'synset': 'polonaise.n.01', 'name': 'polonaise'}, {'id': 9992, 'synset': 'polyester.n.03', 'name': 'polyester'}, {'id': 9993, 'synset': 'polygraph.n.01', 'name': 'polygraph'}, {'id': 9994, 'synset': 'pomade.n.01', 'name': 'pomade'}, {'id': 9995, 'synset': 'pommel_horse.n.01', 'name': 'pommel_horse'}, {'id': 9996, 'synset': 'pongee.n.01', 'name': 'pongee'}, {'id': 9997, 'synset': 'poniard.n.01', 'name': 'poniard'}, {'id': 9998, 'synset': 'pontifical.n.01', 'name': 'pontifical'}, {'id': 9999, 'synset': 'pontoon.n.01', 'name': 'pontoon'}, {'id': 10000, 'synset': 'pontoon_bridge.n.01', 'name': 'pontoon_bridge'}, {'id': 10001, 'synset': 'pony_cart.n.01', 'name': 'pony_cart'}, {'id': 10002, 'synset': 'pool_ball.n.01', 'name': 'pool_ball'}, {'id': 10003, 'synset': 'poolroom.n.01', 'name': 'poolroom'}, {'id': 10004, 'synset': 'poop_deck.n.01', 'name': 'poop_deck'}, {'id': 10005, 'synset': 'poor_box.n.01', 'name': 'poor_box'}, {'id': 10006, 'synset': 'poorhouse.n.01', 'name': 'poorhouse'}, {'id': 10007, 'synset': 'pop_bottle.n.01', 'name': 'pop_bottle'}, {'id': 10008, 'synset': 'popgun.n.01', 'name': 'popgun'}, {'id': 10009, 'synset': 'poplin.n.01', 'name': 'poplin'}, {'id': 10010, 'synset': 'popper.n.03', 'name': 'popper'}, {'id': 10011, 'synset': 'poppet.n.01', 'name': 'poppet'}, {'id': 10012, 'synset': 'pop_tent.n.01', 'name': 'pop_tent'}, {'id': 10013, 'synset': 'porcelain.n.01', 'name': 'porcelain'}, {'id': 10014, 'synset': 'porch.n.01', 'name': 'porch'}, {'id': 10015, 'synset': 'porkpie.n.01', 'name': 'porkpie'}, {'id': 10016, 'synset': 'porringer.n.01', 'name': 'porringer'}, {'id': 10017, 'synset': 'portable.n.01', 'name': 'portable'}, {'id': 10018, 'synset': 'portable_computer.n.01', 'name': 'portable_computer'}, {'id': 10019, 'synset': 'portable_circular_saw.n.01', 'name': 'portable_circular_saw'}, {'id': 10020, 'synset': 'portcullis.n.01', 'name': 'portcullis'}, {'id': 10021, 'synset': 'porte-cochere.n.02', 'name': 'porte-cochere'}, {'id': 10022, 'synset': 'porte-cochere.n.01', 'name': 'porte-cochere'}, {'id': 10023, 'synset': 'portfolio.n.01', 'name': 'portfolio'}, {'id': 10024, 'synset': 'porthole.n.01', 'name': 'porthole'}, {'id': 10025, 'synset': 'portico.n.01', 'name': 'portico'}, {'id': 10026, 'synset': 'portiere.n.01', 'name': 'portiere'}, {'id': 10027, 'synset': 'portmanteau.n.02', 'name': 'portmanteau'}, {'id': 10028, 'synset': 'portrait_camera.n.01', 'name': 'portrait_camera'}, {'id': 10029, 'synset': 'portrait_lens.n.01', 'name': 'portrait_lens'}, {'id': 10030, 'synset': 'positive_pole.n.02', 'name': 'positive_pole'}, {'id': 10031, 'synset': 'positive_pole.n.01', 'name': 'positive_pole'}, {'id': 10032, 'synset': 'positron_emission_tomography_scanner.n.01', 'name': 'positron_emission_tomography_scanner'}, {'id': 10033, 'synset': 'post.n.04', 'name': 'post'}, {'id': 10034, 'synset': 'postage_meter.n.01', 'name': 'postage_meter'}, {'id': 10035, 'synset': 'post_and_lintel.n.01', 'name': 'post_and_lintel'}, {'id': 10036, 'synset': 'post_chaise.n.01', 'name': 'post_chaise'}, {'id': 10037, 'synset': 'postern.n.01', 'name': 'postern'}, {'id': 10038, 'synset': 'post_exchange.n.01', 'name': 'post_exchange'}, {'id': 10039, 'synset': 'posthole_digger.n.01', 'name': 'posthole_digger'}, {'id': 10040, 'synset': 'post_horn.n.01', 'name': 'post_horn'}, {'id': 10041, 'synset': 'posthouse.n.01', 'name': 'posthouse'}, {'id': 10042, 'synset': 'potbelly.n.02', 'name': 'potbelly'}, {'id': 10043, 'synset': 'potemkin_village.n.01', 'name': 'Potemkin_village'}, {'id': 10044, 'synset': 'potential_divider.n.01', 'name': 'potential_divider'}, {'id': 10045, 'synset': 'potentiometer.n.02', 'name': 'potentiometer'}, {'id': 10046, 'synset': 'potentiometer.n.01', 'name': 'potentiometer'}, {'id': 10047, 'synset': 'potpourri.n.03', 'name': 'potpourri'}, {'id': 10048, 'synset': 'potsherd.n.01', 'name': 'potsherd'}, {'id': 10049, 'synset': "potter's_wheel.n.01", 'name': "potter's_wheel"}, {'id': 10050, 'synset': 'pottle.n.01', 'name': 'pottle'}, {'id': 10051, 'synset': 'potty_seat.n.01', 'name': 'potty_seat'}, {'id': 10052, 'synset': 'poultice.n.01', 'name': 'poultice'}, {'id': 10053, 'synset': 'pound.n.13', 'name': 'pound'}, {'id': 10054, 'synset': 'pound_net.n.01', 'name': 'pound_net'}, {'id': 10055, 'synset': 'powder.n.03', 'name': 'powder'}, {'id': 10056, 'synset': 'powder_and_shot.n.01', 'name': 'powder_and_shot'}, {'id': 10057, 'synset': 'powdered_mustard.n.01', 'name': 'powdered_mustard'}, {'id': 10058, 'synset': 'powder_horn.n.01', 'name': 'powder_horn'}, {'id': 10059, 'synset': 'powder_keg.n.02', 'name': 'powder_keg'}, {'id': 10060, 'synset': 'power_brake.n.01', 'name': 'power_brake'}, {'id': 10061, 'synset': 'power_cord.n.01', 'name': 'power_cord'}, {'id': 10062, 'synset': 'power_drill.n.01', 'name': 'power_drill'}, {'id': 10063, 'synset': 'power_line.n.01', 'name': 'power_line'}, {'id': 10064, 'synset': 'power_loom.n.01', 'name': 'power_loom'}, {'id': 10065, 'synset': 'power_mower.n.01', 'name': 'power_mower'}, {'id': 10066, 'synset': 'power_pack.n.01', 'name': 'power_pack'}, {'id': 10067, 'synset': 'power_saw.n.01', 'name': 'power_saw'}, {'id': 10068, 'synset': 'power_steering.n.01', 'name': 'power_steering'}, {'id': 10069, 'synset': 'power_takeoff.n.01', 'name': 'power_takeoff'}, {'id': 10070, 'synset': 'power_tool.n.01', 'name': 'power_tool'}, {'id': 10071, 'synset': 'praetorium.n.01', 'name': 'praetorium'}, {'id': 10072, 'synset': 'prayer_rug.n.01', 'name': 'prayer_rug'}, {'id': 10073, 'synset': 'prayer_shawl.n.01', 'name': 'prayer_shawl'}, {'id': 10074, 'synset': 'precipitator.n.01', 'name': 'precipitator'}, {'id': 10075, 'synset': 'prefab.n.01', 'name': 'prefab'}, {'id': 10076, 'synset': 'presbytery.n.01', 'name': 'presbytery'}, {'id': 10077, 'synset': 'presence_chamber.n.01', 'name': 'presence_chamber'}, {'id': 10078, 'synset': 'press.n.07', 'name': 'press'}, {'id': 10079, 'synset': 'press.n.03', 'name': 'press'}, {'id': 10080, 'synset': 'press.n.06', 'name': 'press'}, {'id': 10081, 'synset': 'press_box.n.01', 'name': 'press_box'}, {'id': 10082, 'synset': 'press_gallery.n.01', 'name': 'press_gallery'}, {'id': 10083, 'synset': 'press_of_sail.n.01', 'name': 'press_of_sail'}, {'id': 10084, 'synset': 'pressure_cabin.n.01', 'name': 'pressure_cabin'}, {'id': 10085, 'synset': 'pressure_cooker.n.01', 'name': 'pressure_cooker'}, {'id': 10086, 'synset': 'pressure_dome.n.01', 'name': 'pressure_dome'}, {'id': 10087, 'synset': 'pressure_gauge.n.01', 'name': 'pressure_gauge'}, {'id': 10088, 'synset': 'pressurized_water_reactor.n.01', 'name': 'pressurized_water_reactor'}, {'id': 10089, 'synset': 'pressure_suit.n.01', 'name': 'pressure_suit'}, {'id': 10090, 'synset': 'pricket.n.01', 'name': 'pricket'}, {'id': 10091, 'synset': 'prie-dieu.n.01', 'name': 'prie-dieu'}, {'id': 10092, 'synset': 'primary_coil.n.01', 'name': 'primary_coil'}, {'id': 10093, 'synset': 'primus_stove.n.01', 'name': 'Primus_stove'}, {'id': 10094, 'synset': 'prince_albert.n.02', 'name': 'Prince_Albert'}, {'id': 10095, 'synset': 'print.n.06', 'name': 'print'}, {'id': 10096, 'synset': 'print_buffer.n.01', 'name': 'print_buffer'}, {'id': 10097, 'synset': 'printed_circuit.n.01', 'name': 'printed_circuit'}, {'id': 10098, 'synset': 'printer.n.02', 'name': 'printer'}, {'id': 10099, 'synset': 'printer_cable.n.01', 'name': 'printer_cable'}, {'id': 10100, 'synset': 'priory.n.01', 'name': 'priory'}, {'id': 10101, 'synset': 'prison.n.01', 'name': 'prison'}, {'id': 10102, 'synset': 'prison_camp.n.01', 'name': 'prison_camp'}, {'id': 10103, 'synset': 'privateer.n.02', 'name': 'privateer'}, {'id': 10104, 'synset': 'private_line.n.01', 'name': 'private_line'}, {'id': 10105, 'synset': 'privet_hedge.n.01', 'name': 'privet_hedge'}, {'id': 10106, 'synset': 'probe.n.02', 'name': 'probe'}, {'id': 10107, 'synset': 'proctoscope.n.01', 'name': 'proctoscope'}, {'id': 10108, 'synset': 'prod.n.02', 'name': 'prod'}, {'id': 10109, 'synset': 'production_line.n.01', 'name': 'production_line'}, {'id': 10110, 'synset': 'projector.n.01', 'name': 'projector'}, {'id': 10111, 'synset': 'prolonge.n.01', 'name': 'prolonge'}, {'id': 10112, 'synset': 'prolonge_knot.n.01', 'name': 'prolonge_knot'}, {'id': 10113, 'synset': 'prompter.n.02', 'name': 'prompter'}, {'id': 10114, 'synset': 'prong.n.01', 'name': 'prong'}, {'id': 10115, 'synset': 'propeller_plane.n.01', 'name': 'propeller_plane'}, {'id': 10116, 'synset': 'propjet.n.01', 'name': 'propjet'}, {'id': 10117, 'synset': 'proportional_counter_tube.n.01', 'name': 'proportional_counter_tube'}, {'id': 10118, 'synset': 'propulsion_system.n.01', 'name': 'propulsion_system'}, {'id': 10119, 'synset': 'proscenium.n.02', 'name': 'proscenium'}, {'id': 10120, 'synset': 'proscenium_arch.n.01', 'name': 'proscenium_arch'}, {'id': 10121, 'synset': 'prosthesis.n.01', 'name': 'prosthesis'}, {'id': 10122, 'synset': 'protective_covering.n.01', 'name': 'protective_covering'}, {'id': 10123, 'synset': 'protective_garment.n.01', 'name': 'protective_garment'}, {'id': 10124, 'synset': 'proton_accelerator.n.01', 'name': 'proton_accelerator'}, {'id': 10125, 'synset': 'protractor.n.01', 'name': 'protractor'}, {'id': 10126, 'synset': 'pruner.n.02', 'name': 'pruner'}, {'id': 10127, 'synset': 'pruning_knife.n.01', 'name': 'pruning_knife'}, {'id': 10128, 'synset': 'pruning_saw.n.01', 'name': 'pruning_saw'}, {'id': 10129, 'synset': 'pruning_shears.n.01', 'name': 'pruning_shears'}, {'id': 10130, 'synset': 'psaltery.n.01', 'name': 'psaltery'}, {'id': 10131, 'synset': 'psychrometer.n.01', 'name': 'psychrometer'}, {'id': 10132, 'synset': 'pt_boat.n.01', 'name': 'PT_boat'}, {'id': 10133, 'synset': 'public_address_system.n.01', 'name': 'public_address_system'}, {'id': 10134, 'synset': 'public_house.n.01', 'name': 'public_house'}, {'id': 10135, 'synset': 'public_toilet.n.01', 'name': 'public_toilet'}, {'id': 10136, 'synset': 'public_transport.n.01', 'name': 'public_transport'}, {'id': 10137, 'synset': 'public_works.n.01', 'name': 'public_works'}, {'id': 10138, 'synset': 'puck.n.02', 'name': 'puck'}, {'id': 10139, 'synset': 'pull.n.04', 'name': 'pull'}, {'id': 10140, 'synset': 'pullback.n.01', 'name': 'pullback'}, {'id': 10141, 'synset': 'pull_chain.n.01', 'name': 'pull_chain'}, {'id': 10142, 'synset': 'pulley.n.01', 'name': 'pulley'}, {'id': 10143, 'synset': 'pull-off.n.01', 'name': 'pull-off'}, {'id': 10144, 'synset': 'pullman.n.01', 'name': 'Pullman'}, {'id': 10145, 'synset': 'pullover.n.01', 'name': 'pullover'}, {'id': 10146, 'synset': 'pull-through.n.01', 'name': 'pull-through'}, {'id': 10147, 'synset': 'pulse_counter.n.01', 'name': 'pulse_counter'}, {'id': 10148, 'synset': 'pulse_generator.n.01', 'name': 'pulse_generator'}, {'id': 10149, 'synset': 'pulse_timing_circuit.n.01', 'name': 'pulse_timing_circuit'}, {'id': 10150, 'synset': 'pump.n.01', 'name': 'pump'}, {'id': 10151, 'synset': 'pump.n.03', 'name': 'pump'}, {'id': 10152, 'synset': 'pump_action.n.01', 'name': 'pump_action'}, {'id': 10153, 'synset': 'pump_house.n.01', 'name': 'pump_house'}, {'id': 10154, 'synset': 'pump_room.n.01', 'name': 'pump_room'}, {'id': 10155, 'synset': 'pump-type_pliers.n.01', 'name': 'pump-type_pliers'}, {'id': 10156, 'synset': 'pump_well.n.01', 'name': 'pump_well'}, {'id': 10157, 'synset': 'punchboard.n.01', 'name': 'punchboard'}, {'id': 10158, 'synset': 'punch_bowl.n.01', 'name': 'punch_bowl'}, {'id': 10159, 'synset': 'punching_bag.n.02', 'name': 'punching_bag'}, {'id': 10160, 'synset': 'punch_pliers.n.01', 'name': 'punch_pliers'}, {'id': 10161, 'synset': 'punch_press.n.01', 'name': 'punch_press'}, {'id': 10162, 'synset': 'punnet.n.01', 'name': 'punnet'}, {'id': 10163, 'synset': 'punt.n.02', 'name': 'punt'}, {'id': 10164, 'synset': 'pup_tent.n.01', 'name': 'pup_tent'}, {'id': 10165, 'synset': 'purdah.n.03', 'name': 'purdah'}, {'id': 10166, 'synset': 'purifier.n.01', 'name': 'purifier'}, {'id': 10167, 'synset': 'purl.n.02', 'name': 'purl'}, {'id': 10168, 'synset': 'purse.n.03', 'name': 'purse'}, {'id': 10169, 'synset': 'push-bike.n.01', 'name': 'push-bike'}, {'id': 10170, 'synset': 'push_broom.n.01', 'name': 'push_broom'}, {'id': 10171, 'synset': 'push_button.n.01', 'name': 'push_button'}, {'id': 10172, 'synset': 'push-button_radio.n.01', 'name': 'push-button_radio'}, {'id': 10173, 'synset': 'pusher.n.04', 'name': 'pusher'}, {'id': 10174, 'synset': 'put-put.n.01', 'name': 'put-put'}, {'id': 10175, 'synset': 'puttee.n.01', 'name': 'puttee'}, {'id': 10176, 'synset': 'putter.n.02', 'name': 'putter'}, {'id': 10177, 'synset': 'putty_knife.n.01', 'name': 'putty_knife'}, {'id': 10178, 'synset': 'puzzle.n.02', 'name': 'puzzle'}, {'id': 10179, 'synset': 'pylon.n.02', 'name': 'pylon'}, {'id': 10180, 'synset': 'pylon.n.01', 'name': 'pylon'}, {'id': 10181, 'synset': 'pyramidal_tent.n.01', 'name': 'pyramidal_tent'}, {'id': 10182, 'synset': 'pyrograph.n.01', 'name': 'pyrograph'}, {'id': 10183, 'synset': 'pyrometer.n.01', 'name': 'pyrometer'}, {'id': 10184, 'synset': 'pyrometric_cone.n.01', 'name': 'pyrometric_cone'}, {'id': 10185, 'synset': 'pyrostat.n.01', 'name': 'pyrostat'}, {'id': 10186, 'synset': 'pyx.n.02', 'name': 'pyx'}, {'id': 10187, 'synset': 'pyx.n.01', 'name': 'pyx'}, {'id': 10188, 'synset': 'pyxis.n.03', 'name': 'pyxis'}, {'id': 10189, 'synset': 'quad.n.04', 'name': 'quad'}, {'id': 10190, 'synset': 'quadrant.n.04', 'name': 'quadrant'}, {'id': 10191, 'synset': 'quadraphony.n.01', 'name': 'quadraphony'}, {'id': 10192, 'synset': 'quartering.n.02', 'name': 'quartering'}, {'id': 10193, 'synset': 'quarterstaff.n.01', 'name': 'quarterstaff'}, {'id': 10194, 'synset': 'quartz_battery.n.01', 'name': 'quartz_battery'}, {'id': 10195, 'synset': 'quartz_lamp.n.01', 'name': 'quartz_lamp'}, {'id': 10196, 'synset': 'queen.n.08', 'name': 'queen'}, {'id': 10197, 'synset': 'queen.n.07', 'name': 'queen'}, {'id': 10198, 'synset': 'queen_post.n.01', 'name': 'queen_post'}, {'id': 10199, 'synset': 'quern.n.01', 'name': 'quern'}, {'id': 10200, 'synset': 'quill.n.01', 'name': 'quill'}, {'id': 10201, 'synset': 'quilted_bedspread.n.01', 'name': 'quilted_bedspread'}, {'id': 10202, 'synset': 'quilting.n.02', 'name': 'quilting'}, {'id': 10203, 'synset': 'quipu.n.01', 'name': 'quipu'}, {'id': 10204, 'synset': 'quirk_molding.n.01', 'name': 'quirk_molding'}, {'id': 10205, 'synset': 'quirt.n.01', 'name': 'quirt'}, {'id': 10206, 'synset': 'quiver.n.03', 'name': 'quiver'}, {'id': 10207, 'synset': 'quoin.n.02', 'name': 'quoin'}, {'id': 10208, 'synset': 'quoit.n.01', 'name': 'quoit'}, {'id': 10209, 'synset': 'qwerty_keyboard.n.01', 'name': 'QWERTY_keyboard'}, {'id': 10210, 'synset': 'rabbet.n.01', 'name': 'rabbet'}, {'id': 10211, 'synset': 'rabbet_joint.n.01', 'name': 'rabbet_joint'}, {'id': 10212, 'synset': 'rabbit_ears.n.01', 'name': 'rabbit_ears'}, {'id': 10213, 'synset': 'rabbit_hutch.n.01', 'name': 'rabbit_hutch'}, {'id': 10214, 'synset': 'raceabout.n.01', 'name': 'raceabout'}, {'id': 10215, 'synset': 'raceway.n.01', 'name': 'raceway'}, {'id': 10216, 'synset': 'racing_boat.n.01', 'name': 'racing_boat'}, {'id': 10217, 'synset': 'racing_gig.n.01', 'name': 'racing_gig'}, {'id': 10218, 'synset': 'racing_skiff.n.01', 'name': 'racing_skiff'}, {'id': 10219, 'synset': 'rack.n.05', 'name': 'rack'}, {'id': 10220, 'synset': 'rack.n.01', 'name': 'rack'}, {'id': 10221, 'synset': 'rack.n.04', 'name': 'rack'}, {'id': 10222, 'synset': 'rack_and_pinion.n.01', 'name': 'rack_and_pinion'}, {'id': 10223, 'synset': 'racquetball.n.01', 'name': 'racquetball'}, {'id': 10224, 'synset': 'radial.n.01', 'name': 'radial'}, {'id': 10225, 'synset': 'radial_engine.n.01', 'name': 'radial_engine'}, {'id': 10226, 'synset': 'radiation_pyrometer.n.01', 'name': 'radiation_pyrometer'}, {'id': 10227, 'synset': 'radiator.n.02', 'name': 'radiator'}, {'id': 10228, 'synset': 'radiator_cap.n.01', 'name': 'radiator_cap'}, {'id': 10229, 'synset': 'radiator_hose.n.01', 'name': 'radiator_hose'}, {'id': 10230, 'synset': 'radio.n.03', 'name': 'radio'}, {'id': 10231, 'synset': 'radio_antenna.n.01', 'name': 'radio_antenna'}, {'id': 10232, 'synset': 'radio_chassis.n.01', 'name': 'radio_chassis'}, {'id': 10233, 'synset': 'radio_compass.n.01', 'name': 'radio_compass'}, {'id': 10234, 'synset': 'radiogram.n.02', 'name': 'radiogram'}, {'id': 10235, 'synset': 'radio_interferometer.n.01', 'name': 'radio_interferometer'}, {'id': 10236, 'synset': 'radio_link.n.01', 'name': 'radio_link'}, {'id': 10237, 'synset': 'radiometer.n.01', 'name': 'radiometer'}, {'id': 10238, 'synset': 'radiomicrometer.n.01', 'name': 'radiomicrometer'}, {'id': 10239, 'synset': 'radio-phonograph.n.01', 'name': 'radio-phonograph'}, {'id': 10240, 'synset': 'radiotelegraph.n.02', 'name': 'radiotelegraph'}, {'id': 10241, 'synset': 'radiotelephone.n.02', 'name': 'radiotelephone'}, {'id': 10242, 'synset': 'radio_telescope.n.01', 'name': 'radio_telescope'}, {'id': 10243, 'synset': 'radiotherapy_equipment.n.01', 'name': 'radiotherapy_equipment'}, {'id': 10244, 'synset': 'radio_transmitter.n.01', 'name': 'radio_transmitter'}, {'id': 10245, 'synset': 'radome.n.01', 'name': 'radome'}, {'id': 10246, 'synset': 'rafter.n.01', 'name': 'rafter'}, {'id': 10247, 'synset': 'raft_foundation.n.01', 'name': 'raft_foundation'}, {'id': 10248, 'synset': 'rag.n.01', 'name': 'rag'}, {'id': 10249, 'synset': 'ragbag.n.02', 'name': 'ragbag'}, {'id': 10250, 'synset': 'raglan.n.01', 'name': 'raglan'}, {'id': 10251, 'synset': 'raglan_sleeve.n.01', 'name': 'raglan_sleeve'}, {'id': 10252, 'synset': 'rail.n.04', 'name': 'rail'}, {'id': 10253, 'synset': 'rail_fence.n.01', 'name': 'rail_fence'}, {'id': 10254, 'synset': 'railhead.n.01', 'name': 'railhead'}, {'id': 10255, 'synset': 'railing.n.01', 'name': 'railing'}, {'id': 10256, 'synset': 'railing.n.02', 'name': 'railing'}, {'id': 10257, 'synset': 'railroad_bed.n.01', 'name': 'railroad_bed'}, {'id': 10258, 'synset': 'railroad_tunnel.n.01', 'name': 'railroad_tunnel'}, {'id': 10259, 'synset': 'rain_barrel.n.01', 'name': 'rain_barrel'}, {'id': 10260, 'synset': 'rain_gauge.n.01', 'name': 'rain_gauge'}, {'id': 10261, 'synset': 'rain_stick.n.01', 'name': 'rain_stick'}, {'id': 10262, 'synset': 'rake.n.03', 'name': 'rake'}, {'id': 10263, 'synset': 'rake_handle.n.01', 'name': 'rake_handle'}, {'id': 10264, 'synset': 'ram_disk.n.01', 'name': 'RAM_disk'}, {'id': 10265, 'synset': 'ramekin.n.02', 'name': 'ramekin'}, {'id': 10266, 'synset': 'ramjet.n.01', 'name': 'ramjet'}, {'id': 10267, 'synset': 'rammer.n.01', 'name': 'rammer'}, {'id': 10268, 'synset': 'ramp.n.01', 'name': 'ramp'}, {'id': 10269, 'synset': 'rampant_arch.n.01', 'name': 'rampant_arch'}, {'id': 10270, 'synset': 'rampart.n.01', 'name': 'rampart'}, {'id': 10271, 'synset': 'ramrod.n.01', 'name': 'ramrod'}, {'id': 10272, 'synset': 'ramrod.n.03', 'name': 'ramrod'}, {'id': 10273, 'synset': 'ranch.n.01', 'name': 'ranch'}, {'id': 10274, 'synset': 'ranch_house.n.01', 'name': 'ranch_house'}, {'id': 10275, 'synset': 'random-access_memory.n.01', 'name': 'random-access_memory'}, {'id': 10276, 'synset': 'rangefinder.n.01', 'name': 'rangefinder'}, {'id': 10277, 'synset': 'range_hood.n.01', 'name': 'range_hood'}, {'id': 10278, 'synset': 'range_pole.n.01', 'name': 'range_pole'}, {'id': 10279, 'synset': 'rapier.n.01', 'name': 'rapier'}, {'id': 10280, 'synset': 'rariora.n.01', 'name': 'rariora'}, {'id': 10281, 'synset': 'rasp.n.02', 'name': 'rasp'}, {'id': 10282, 'synset': 'ratchet.n.01', 'name': 'ratchet'}, {'id': 10283, 'synset': 'ratchet_wheel.n.01', 'name': 'ratchet_wheel'}, {'id': 10284, 'synset': 'rathskeller.n.01', 'name': 'rathskeller'}, {'id': 10285, 'synset': 'ratline.n.01', 'name': 'ratline'}, {'id': 10286, 'synset': 'rat-tail_file.n.01', 'name': 'rat-tail_file'}, {'id': 10287, 'synset': 'rattan.n.03', 'name': 'rattan'}, {'id': 10288, 'synset': 'rattrap.n.03', 'name': 'rattrap'}, {'id': 10289, 'synset': 'rayon.n.01', 'name': 'rayon'}, {'id': 10290, 'synset': 'razor.n.01', 'name': 'razor'}, {'id': 10291, 'synset': 'reaction-propulsion_engine.n.01', 'name': 'reaction-propulsion_engine'}, {'id': 10292, 'synset': 'reaction_turbine.n.01', 'name': 'reaction_turbine'}, {'id': 10293, 'synset': 'reactor.n.01', 'name': 'reactor'}, {'id': 10294, 'synset': 'reading_lamp.n.01', 'name': 'reading_lamp'}, {'id': 10295, 'synset': 'reading_room.n.01', 'name': 'reading_room'}, {'id': 10296, 'synset': 'read-only_memory.n.01', 'name': 'read-only_memory'}, {'id': 10297, 'synset': 'read-only_memory_chip.n.01', 'name': 'read-only_memory_chip'}, {'id': 10298, 'synset': 'readout.n.03', 'name': 'readout'}, {'id': 10299, 'synset': 'read/write_head.n.01', 'name': 'read/write_head'}, {'id': 10300, 'synset': 'ready-to-wear.n.01', 'name': 'ready-to-wear'}, {'id': 10301, 'synset': 'real_storage.n.01', 'name': 'real_storage'}, {'id': 10302, 'synset': 'reamer.n.02', 'name': 'reamer'}, {'id': 10303, 'synset': 'reaumur_thermometer.n.01', 'name': 'Reaumur_thermometer'}, {'id': 10304, 'synset': 'rebozo.n.01', 'name': 'rebozo'}, {'id': 10305, 'synset': 'receiver.n.01', 'name': 'receiver'}, {'id': 10306, 'synset': 'receptacle.n.01', 'name': 'receptacle'}, {'id': 10307, 'synset': 'reception_desk.n.01', 'name': 'reception_desk'}, {'id': 10308, 'synset': 'reception_room.n.01', 'name': 'reception_room'}, {'id': 10309, 'synset': 'recess.n.04', 'name': 'recess'}, {'id': 10310, 'synset': 'reciprocating_engine.n.01', 'name': 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'redbrick_university'}, {'id': 10324, 'synset': 'red_carpet.n.01', 'name': 'red_carpet'}, {'id': 10325, 'synset': 'redoubt.n.02', 'name': 'redoubt'}, {'id': 10326, 'synset': 'redoubt.n.01', 'name': 'redoubt'}, {'id': 10327, 'synset': 'reduction_gear.n.01', 'name': 'reduction_gear'}, {'id': 10328, 'synset': 'reed_pipe.n.01', 'name': 'reed_pipe'}, {'id': 10329, 'synset': 'reed_stop.n.01', 'name': 'reed_stop'}, {'id': 10330, 'synset': 'reef_knot.n.01', 'name': 'reef_knot'}, {'id': 10331, 'synset': 'reel.n.03', 'name': 'reel'}, {'id': 10332, 'synset': 'reel.n.01', 'name': 'reel'}, {'id': 10333, 'synset': 'refectory.n.01', 'name': 'refectory'}, {'id': 10334, 'synset': 'refectory_table.n.01', 'name': 'refectory_table'}, {'id': 10335, 'synset': 'refinery.n.01', 'name': 'refinery'}, {'id': 10336, 'synset': 'reflecting_telescope.n.01', 'name': 'reflecting_telescope'}, {'id': 10337, 'synset': 'reflectometer.n.01', 'name': 'reflectometer'}, {'id': 10338, 'synset': 'reflex_camera.n.01', 'name': 'reflex_camera'}, {'id': 10339, 'synset': 'reflux_condenser.n.01', 'name': 'reflux_condenser'}, {'id': 10340, 'synset': 'reformatory.n.01', 'name': 'reformatory'}, {'id': 10341, 'synset': 'reformer.n.02', 'name': 'reformer'}, {'id': 10342, 'synset': 'refracting_telescope.n.01', 'name': 'refracting_telescope'}, {'id': 10343, 'synset': 'refractometer.n.01', 'name': 'refractometer'}, {'id': 10344, 'synset': 'refrigeration_system.n.01', 'name': 'refrigeration_system'}, {'id': 10345, 'synset': 'refrigerator.n.01', 'name': 'refrigerator'}, {'id': 10346, 'synset': 'refrigerator_car.n.01', 'name': 'refrigerator_car'}, {'id': 10347, 'synset': 'refuge.n.03', 'name': 'refuge'}, {'id': 10348, 'synset': 'regalia.n.01', 'name': 'regalia'}, {'id': 10349, 'synset': 'regimentals.n.01', 'name': 'regimentals'}, {'id': 10350, 'synset': 'regulator.n.01', 'name': 'regulator'}, {'id': 10351, 'synset': 'rein.n.01', 'name': 'rein'}, {'id': 10352, 'synset': 'relay.n.05', 'name': 'relay'}, {'id': 10353, 'synset': 'release.n.08', 'name': 'release'}, {'id': 10354, 'synset': 'religious_residence.n.01', 'name': 'religious_residence'}, {'id': 10355, 'synset': 'reliquary.n.01', 'name': 'reliquary'}, {'id': 10356, 'synset': 'remote_terminal.n.01', 'name': 'remote_terminal'}, {'id': 10357, 'synset': 'removable_disk.n.01', 'name': 'removable_disk'}, {'id': 10358, 'synset': 'rendering.n.05', 'name': 'rendering'}, {'id': 10359, 'synset': 'rep.n.02', 'name': 'rep'}, {'id': 10360, 'synset': 'repair_shop.n.01', 'name': 'repair_shop'}, {'id': 10361, 'synset': 'repeater.n.04', 'name': 'repeater'}, {'id': 10362, 'synset': 'repeating_firearm.n.01', 'name': 'repeating_firearm'}, {'id': 10363, 'synset': 'repository.n.03', 'name': 'repository'}, {'id': 10364, 'synset': 'reproducer.n.01', 'name': 'reproducer'}, {'id': 10365, 'synset': 'rerebrace.n.01', 'name': 'rerebrace'}, {'id': 10366, 'synset': 'rescue_equipment.n.01', 'name': 'rescue_equipment'}, {'id': 10367, 'synset': 'research_center.n.01', 'name': 'research_center'}, {'id': 10368, 'synset': 'reseau.n.02', 'name': 'reseau'}, {'id': 10369, 'synset': 'reservoir.n.03', 'name': 'reservoir'}, {'id': 10370, 'synset': 'reset.n.01', 'name': 'reset'}, {'id': 10371, 'synset': 'reset_button.n.01', 'name': 'reset_button'}, {'id': 10372, 'synset': 'residence.n.02', 'name': 'residence'}, {'id': 10373, 'synset': 'resistance_pyrometer.n.01', 'name': 'resistance_pyrometer'}, {'id': 10374, 'synset': 'resistor.n.01', 'name': 'resistor'}, {'id': 10375, 'synset': 'resonator.n.03', 'name': 'resonator'}, {'id': 10376, 'synset': 'resonator.n.01', 'name': 'resonator'}, {'id': 10377, 'synset': 'resort_hotel.n.02', 'name': 'resort_hotel'}, {'id': 10378, 'synset': 'respirator.n.01', 'name': 'respirator'}, {'id': 10379, 'synset': 'restaurant.n.01', 'name': 'restaurant'}, {'id': 10380, 'synset': 'rest_house.n.01', 'name': 'rest_house'}, {'id': 10381, 'synset': 'restraint.n.06', 'name': 'restraint'}, {'id': 10382, 'synset': 'resuscitator.n.01', 'name': 'resuscitator'}, {'id': 10383, 'synset': 'retainer.n.03', 'name': 'retainer'}, {'id': 10384, 'synset': 'retaining_wall.n.01', 'name': 'retaining_wall'}, {'id': 10385, 'synset': 'reticle.n.01', 'name': 'reticle'}, {'id': 10386, 'synset': 'reticulation.n.02', 'name': 'reticulation'}, {'id': 10387, 'synset': 'reticule.n.01', 'name': 'reticule'}, {'id': 10388, 'synset': 'retort.n.02', 'name': 'retort'}, {'id': 10389, 'synset': 'retractor.n.01', 'name': 'retractor'}, {'id': 10390, 'synset': 'return_key.n.01', 'name': 'return_key'}, {'id': 10391, 'synset': 'reverberatory_furnace.n.01', 'name': 'reverberatory_furnace'}, {'id': 10392, 'synset': 'revers.n.01', 'name': 'revers'}, {'id': 10393, 'synset': 'reverse.n.02', 'name': 'reverse'}, {'id': 10394, 'synset': 'reversible.n.01', 'name': 'reversible'}, {'id': 10395, 'synset': 'revetment.n.02', 'name': 'revetment'}, {'id': 10396, 'synset': 'revetment.n.01', 'name': 'revetment'}, {'id': 10397, 'synset': 'revolver.n.01', 'name': 'revolver'}, {'id': 10398, 'synset': 'revolving_door.n.02', 'name': 'revolving_door'}, {'id': 10399, 'synset': 'rheometer.n.01', 'name': 'rheometer'}, {'id': 10400, 'synset': 'rheostat.n.01', 'name': 'rheostat'}, {'id': 10401, 'synset': 'rhinoscope.n.01', 'name': 'rhinoscope'}, {'id': 10402, 'synset': 'rib.n.01', 'name': 'rib'}, {'id': 10403, 'synset': 'riband.n.01', 'name': 'riband'}, {'id': 10404, 'synset': 'ribbed_vault.n.01', 'name': 'ribbed_vault'}, {'id': 10405, 'synset': 'ribbing.n.01', 'name': 'ribbing'}, {'id': 10406, 'synset': 'ribbon_development.n.01', 'name': 'ribbon_development'}, {'id': 10407, 'synset': 'rib_joint_pliers.n.01', 'name': 'rib_joint_pliers'}, {'id': 10408, 'synset': 'ricer.n.01', 'name': 'ricer'}, {'id': 10409, 'synset': 'riddle.n.02', 'name': 'riddle'}, {'id': 10410, 'synset': 'ride.n.02', 'name': 'ride'}, {'id': 10411, 'synset': 'ridge.n.06', 'name': 'ridge'}, {'id': 10412, 'synset': 'ridge_rope.n.01', 'name': 'ridge_rope'}, {'id': 10413, 'synset': 'riding_boot.n.01', 'name': 'riding_boot'}, {'id': 10414, 'synset': 'riding_crop.n.01', 'name': 'riding_crop'}, {'id': 10415, 'synset': 'riding_mower.n.01', 'name': 'riding_mower'}, {'id': 10416, 'synset': 'rifle_ball.n.01', 'name': 'rifle_ball'}, {'id': 10417, 'synset': 'rifle_grenade.n.01', 'name': 'rifle_grenade'}, {'id': 10418, 'synset': 'rig.n.01', 'name': 'rig'}, {'id': 10419, 'synset': 'rigger.n.02', 'name': 'rigger'}, {'id': 10420, 'synset': 'rigger.n.04', 'name': 'rigger'}, {'id': 10421, 'synset': 'rigging.n.01', 'name': 'rigging'}, {'id': 10422, 'synset': 'rigout.n.01', 'name': 'rigout'}, {'id': 10423, 'synset': 'ringlet.n.03', 'name': 'ringlet'}, {'id': 10424, 'synset': 'rings.n.01', 'name': 'rings'}, {'id': 10425, 'synset': 'rink.n.01', 'name': 'rink'}, {'id': 10426, 'synset': 'riot_gun.n.01', 'name': 'riot_gun'}, {'id': 10427, 'synset': 'ripcord.n.02', 'name': 'ripcord'}, {'id': 10428, 'synset': 'ripcord.n.01', 'name': 'ripcord'}, {'id': 10429, 'synset': 'ripping_bar.n.01', 'name': 'ripping_bar'}, {'id': 10430, 'synset': 'ripping_chisel.n.01', 'name': 'ripping_chisel'}, {'id': 10431, 'synset': 'ripsaw.n.01', 'name': 'ripsaw'}, {'id': 10432, 'synset': 'riser.n.03', 'name': 'riser'}, {'id': 10433, 'synset': 'riser.n.02', 'name': 'riser'}, {'id': 10434, 'synset': 'ritz.n.03', 'name': 'Ritz'}, {'id': 10435, 'synset': 'rivet.n.02', 'name': 'rivet'}, {'id': 10436, 'synset': 'riveting_machine.n.01', 'name': 'riveting_machine'}, {'id': 10437, 'synset': 'roach_clip.n.01', 'name': 'roach_clip'}, {'id': 10438, 'synset': 'road.n.01', 'name': 'road'}, {'id': 10439, 'synset': 'roadbed.n.01', 'name': 'roadbed'}, {'id': 10440, 'synset': 'roadblock.n.02', 'name': 'roadblock'}, {'id': 10441, 'synset': 'roadhouse.n.01', 'name': 'roadhouse'}, {'id': 10442, 'synset': 'roadster.n.01', 'name': 'roadster'}, {'id': 10443, 'synset': 'roadway.n.01', 'name': 'roadway'}, {'id': 10444, 'synset': 'roaster.n.04', 'name': 'roaster'}, {'id': 10445, 'synset': 'robotics_equipment.n.01', 'name': 'robotics_equipment'}, {'id': 10446, 'synset': 'rochon_prism.n.01', 'name': 'Rochon_prism'}, {'id': 10447, 'synset': 'rock_bit.n.01', 'name': 'rock_bit'}, {'id': 10448, 'synset': 'rocker.n.07', 'name': 'rocker'}, {'id': 10449, 'synset': 'rocker.n.05', 'name': 'rocker'}, {'id': 10450, 'synset': 'rocker_arm.n.01', 'name': 'rocker_arm'}, {'id': 10451, 'synset': 'rocket.n.02', 'name': 'rocket'}, {'id': 10452, 'synset': 'rocket.n.01', 'name': 'rocket'}, {'id': 10453, 'synset': 'rod.n.01', 'name': 'rod'}, {'id': 10454, 'synset': 'rodeo.n.02', 'name': 'rodeo'}, {'id': 10455, 'synset': 'roll.n.04', 'name': 'roll'}, {'id': 10456, 'synset': 'roller.n.04', 'name': 'roller'}, {'id': 10457, 'synset': 'roller.n.03', 'name': 'roller'}, {'id': 10458, 'synset': 'roller_bandage.n.01', 'name': 'roller_bandage'}, {'id': 10459, 'synset': 'in-line_skate.n.01', 'name': 'in-line_skate'}, {'id': 10460, 'synset': 'roller_blind.n.01', 'name': 'roller_blind'}, {'id': 10461, 'synset': 'roller_coaster.n.02', 'name': 'roller_coaster'}, {'id': 10462, 'synset': 'roller_towel.n.01', 'name': 'roller_towel'}, {'id': 10463, 'synset': 'roll_film.n.01', 'name': 'roll_film'}, {'id': 10464, 'synset': 'rolling_hitch.n.01', 'name': 'rolling_hitch'}, {'id': 10465, 'synset': 'rolling_mill.n.01', 'name': 'rolling_mill'}, {'id': 10466, 'synset': 'rolling_stock.n.01', 'name': 'rolling_stock'}, {'id': 10467, 'synset': 'roll-on.n.02', 'name': 'roll-on'}, {'id': 10468, 'synset': 'roll-on.n.01', 'name': 'roll-on'}, {'id': 10469, 'synset': 'roll-on_roll-off.n.01', 'name': 'roll-on_roll-off'}, {'id': 10470, 'synset': 'rolodex.n.01', 'name': 'Rolodex'}, {'id': 10471, 'synset': 'roman_arch.n.01', 'name': 'Roman_arch'}, {'id': 10472, 'synset': 'roman_building.n.01', 'name': 'Roman_building'}, {'id': 10473, 'synset': 'romper.n.02', 'name': 'romper'}, {'id': 10474, 'synset': 'rood_screen.n.01', 'name': 'rood_screen'}, {'id': 10475, 'synset': 'roof.n.01', 'name': 'roof'}, {'id': 10476, 'synset': 'roof.n.02', 'name': 'roof'}, {'id': 10477, 'synset': 'roofing.n.01', 'name': 'roofing'}, {'id': 10478, 'synset': 'room.n.01', 'name': 'room'}, {'id': 10479, 'synset': 'roomette.n.01', 'name': 'roomette'}, {'id': 10480, 'synset': 'room_light.n.01', 'name': 'room_light'}, {'id': 10481, 'synset': 'roost.n.01', 'name': 'roost'}, {'id': 10482, 'synset': 'rope.n.01', 'name': 'rope'}, {'id': 10483, 'synset': 'rope_bridge.n.01', 'name': 'rope_bridge'}, {'id': 10484, 'synset': 'rope_tow.n.01', 'name': 'rope_tow'}, {'id': 10485, 'synset': 'rose_water.n.01', 'name': 'rose_water'}, {'id': 10486, 'synset': 'rose_window.n.01', 'name': 'rose_window'}, {'id': 10487, 'synset': 'rosin_bag.n.01', 'name': 'rosin_bag'}, {'id': 10488, 'synset': 'rotary_actuator.n.01', 'name': 'rotary_actuator'}, {'id': 10489, 'synset': 'rotary_engine.n.01', 'name': 'rotary_engine'}, {'id': 10490, 'synset': 'rotary_press.n.01', 'name': 'rotary_press'}, {'id': 10491, 'synset': 'rotating_mechanism.n.01', 'name': 'rotating_mechanism'}, {'id': 10492, 'synset': 'rotating_shaft.n.01', 'name': 'rotating_shaft'}, {'id': 10493, 'synset': 'rotisserie.n.02', 'name': 'rotisserie'}, {'id': 10494, 'synset': 'rotisserie.n.01', 'name': 'rotisserie'}, {'id': 10495, 'synset': 'rotor.n.03', 'name': 'rotor'}, {'id': 10496, 'synset': 'rotor.n.01', 'name': 'rotor'}, {'id': 10497, 'synset': 'rotor.n.02', 'name': 'rotor'}, {'id': 10498, 'synset': 'rotor_blade.n.01', 'name': 'rotor_blade'}, {'id': 10499, 'synset': 'rotor_head.n.01', 'name': 'rotor_head'}, {'id': 10500, 'synset': 'rotunda.n.02', 'name': 'rotunda'}, {'id': 10501, 'synset': 'rotunda.n.01', 'name': 'rotunda'}, {'id': 10502, 'synset': 'rouge.n.01', 'name': 'rouge'}, {'id': 10503, 'synset': 'roughcast.n.02', 'name': 'roughcast'}, {'id': 10504, 'synset': 'rouleau.n.02', 'name': 'rouleau'}, {'id': 10505, 'synset': 'roulette.n.02', 'name': 'roulette'}, {'id': 10506, 'synset': 'roulette_ball.n.01', 'name': 'roulette_ball'}, {'id': 10507, 'synset': 'roulette_wheel.n.01', 'name': 'roulette_wheel'}, {'id': 10508, 'synset': 'round.n.01', 'name': 'round'}, {'id': 10509, 'synset': 'round_arch.n.01', 'name': 'round_arch'}, {'id': 10510, 'synset': 'round-bottom_flask.n.01', 'name': 'round-bottom_flask'}, {'id': 10511, 'synset': 'roundel.n.02', 'name': 'roundel'}, {'id': 10512, 'synset': 'round_file.n.01', 'name': 'round_file'}, {'id': 10513, 'synset': 'roundhouse.n.01', 'name': 'roundhouse'}, {'id': 10514, 'synset': 'router.n.03', 'name': 'router'}, {'id': 10515, 'synset': 'router_plane.n.01', 'name': 'router_plane'}, {'id': 10516, 'synset': 'rowel.n.01', 'name': 'rowel'}, {'id': 10517, 'synset': 'row_house.n.01', 'name': 'row_house'}, {'id': 10518, 'synset': 'rowing_boat.n.01', 'name': 'rowing_boat'}, {'id': 10519, 'synset': 'rowlock_arch.n.01', 'name': 'rowlock_arch'}, {'id': 10520, 'synset': 'royal.n.01', 'name': 'royal'}, {'id': 10521, 'synset': 'royal_mast.n.01', 'name': 'royal_mast'}, {'id': 10522, 'synset': 'rubber_boot.n.01', 'name': 'rubber_boot'}, {'id': 10523, 'synset': 'rubber_bullet.n.01', 'name': 'rubber_bullet'}, {'id': 10524, 'synset': 'rubber_eraser.n.01', 'name': 'rubber_eraser'}, {'id': 10525, 'synset': 'rudder.n.02', 'name': 'rudder'}, {'id': 10526, 'synset': 'rudder.n.01', 'name': 'rudder'}, {'id': 10527, 'synset': 'rudder_blade.n.01', 'name': 'rudder_blade'}, {'id': 10528, 'synset': 'rug.n.01', 'name': 'rug'}, {'id': 10529, 'synset': 'rugby_ball.n.01', 'name': 'rugby_ball'}, {'id': 10530, 'synset': 'ruin.n.02', 'name': 'ruin'}, {'id': 10531, 'synset': 'rule.n.12', 'name': 'rule'}, {'id': 10532, 'synset': 'rumble.n.02', 'name': 'rumble'}, {'id': 10533, 'synset': 'rumble_seat.n.01', 'name': 'rumble_seat'}, {'id': 10534, 'synset': 'rummer.n.01', 'name': 'rummer'}, {'id': 10535, 'synset': 'rumpus_room.n.01', 'name': 'rumpus_room'}, {'id': 10536, 'synset': 'runcible_spoon.n.01', 'name': 'runcible_spoon'}, {'id': 10537, 'synset': 'rundle.n.01', 'name': 'rundle'}, {'id': 10538, 'synset': 'running_shoe.n.01', 'name': 'running_shoe'}, {'id': 10539, 'synset': 'running_suit.n.01', 'name': 'running_suit'}, {'id': 10540, 'synset': 'runway.n.04', 'name': 'runway'}, {'id': 10541, 'synset': 'rushlight.n.01', 'name': 'rushlight'}, {'id': 10542, 'synset': 'russet.n.01', 'name': 'russet'}, {'id': 10543, 'synset': 'rya.n.01', 'name': 'rya'}, {'id': 10544, 'synset': 'saber.n.01', 'name': 'saber'}, {'id': 10545, 'synset': 'saber_saw.n.01', 'name': 'saber_saw'}, {'id': 10546, 'synset': 'sable.n.04', 'name': 'sable'}, {'id': 10547, 'synset': 'sable.n.01', 'name': 'sable'}, {'id': 10548, 'synset': 'sable_coat.n.01', 'name': 'sable_coat'}, {'id': 10549, 'synset': 'sabot.n.01', 'name': 'sabot'}, {'id': 10550, 'synset': 'sachet.n.01', 'name': 'sachet'}, {'id': 10551, 'synset': 'sack.n.05', 'name': 'sack'}, {'id': 10552, 'synset': 'sackbut.n.01', 'name': 'sackbut'}, {'id': 10553, 'synset': 'sackcloth.n.02', 'name': 'sackcloth'}, {'id': 10554, 'synset': 'sackcloth.n.01', 'name': 'sackcloth'}, {'id': 10555, 'synset': 'sack_coat.n.01', 'name': 'sack_coat'}, {'id': 10556, 'synset': 'sacking.n.01', 'name': 'sacking'}, {'id': 10557, 'synset': 'saddle_oxford.n.01', 'name': 'saddle_oxford'}, {'id': 10558, 'synset': 'saddlery.n.02', 'name': 'saddlery'}, {'id': 10559, 'synset': 'saddle_seat.n.01', 'name': 'saddle_seat'}, {'id': 10560, 'synset': 'saddle_stitch.n.01', 'name': 'saddle_stitch'}, {'id': 10561, 'synset': 'safe.n.01', 'name': 'safe'}, {'id': 10562, 'synset': 'safe.n.02', 'name': 'safe'}, {'id': 10563, 'synset': 'safe-deposit.n.01', 'name': 'safe-deposit'}, {'id': 10564, 'synset': 'safe_house.n.01', 'name': 'safe_house'}, {'id': 10565, 'synset': 'safety_arch.n.01', 'name': 'safety_arch'}, {'id': 10566, 'synset': 'safety_belt.n.01', 'name': 'safety_belt'}, {'id': 10567, 'synset': 'safety_bicycle.n.01', 'name': 'safety_bicycle'}, {'id': 10568, 'synset': 'safety_bolt.n.01', 'name': 'safety_bolt'}, {'id': 10569, 'synset': 'safety_curtain.n.01', 'name': 'safety_curtain'}, {'id': 10570, 'synset': 'safety_fuse.n.01', 'name': 'safety_fuse'}, {'id': 10571, 'synset': 'safety_lamp.n.01', 'name': 'safety_lamp'}, {'id': 10572, 'synset': 'safety_match.n.01', 'name': 'safety_match'}, {'id': 10573, 'synset': 'safety_net.n.02', 'name': 'safety_net'}, {'id': 10574, 'synset': 'safety_rail.n.01', 'name': 'safety_rail'}, {'id': 10575, 'synset': 'safety_razor.n.01', 'name': 'safety_razor'}, {'id': 10576, 'synset': 'safety_valve.n.01', 'name': 'safety_valve'}, {'id': 10577, 'synset': 'sail.n.03', 'name': 'sail'}, {'id': 10578, 'synset': 'sailboat.n.01', 'name': 'sailboat'}, {'id': 10579, 'synset': 'sailcloth.n.01', 'name': 'sailcloth'}, {'id': 10580, 'synset': 'sailing_vessel.n.01', 'name': 'sailing_vessel'}, {'id': 10581, 'synset': 'sailing_warship.n.01', 'name': 'sailing_warship'}, {'id': 10582, 'synset': 'sailor_cap.n.01', 'name': 'sailor_cap'}, {'id': 10583, 'synset': 'sailor_suit.n.01', 'name': 'sailor_suit'}, {'id': 10584, 'synset': 'salad_bar.n.01', 'name': 'salad_bar'}, {'id': 10585, 'synset': 'salad_bowl.n.02', 'name': 'salad_bowl'}, {'id': 10586, 'synset': 'salinometer.n.01', 'name': 'salinometer'}, {'id': 10587, 'synset': 'sallet.n.01', 'name': 'sallet'}, {'id': 10588, 'synset': 'salon.n.03', 'name': 'salon'}, {'id': 10589, 'synset': 'salon.n.01', 'name': 'salon'}, {'id': 10590, 'synset': 'salon.n.02', 'name': 'salon'}, {'id': 10591, 'synset': 'saltbox.n.01', 'name': 'saltbox'}, {'id': 10592, 'synset': 'saltcellar.n.01', 'name': 'saltcellar'}, {'id': 10593, 'synset': 'saltworks.n.01', 'name': 'saltworks'}, {'id': 10594, 'synset': 'salver.n.01', 'name': 'salver'}, {'id': 10595, 'synset': 'salwar.n.01', 'name': 'salwar'}, {'id': 10596, 'synset': 'sam_browne_belt.n.01', 'name': 'Sam_Browne_belt'}, {'id': 10597, 'synset': 'samisen.n.01', 'name': 'samisen'}, {'id': 10598, 'synset': 'samite.n.01', 'name': 'samite'}, {'id': 10599, 'synset': 'samovar.n.01', 'name': 'samovar'}, {'id': 10600, 'synset': 'sampan.n.01', 'name': 'sampan'}, {'id': 10601, 'synset': 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'sateen'}, {'id': 10617, 'synset': 'satellite.n.01', 'name': 'satellite'}, {'id': 10618, 'synset': 'satellite_receiver.n.01', 'name': 'satellite_receiver'}, {'id': 10619, 'synset': 'satellite_television.n.01', 'name': 'satellite_television'}, {'id': 10620, 'synset': 'satellite_transmitter.n.01', 'name': 'satellite_transmitter'}, {'id': 10621, 'synset': 'satin.n.01', 'name': 'satin'}, {'id': 10622, 'synset': 'saturday_night_special.n.01', 'name': 'Saturday_night_special'}, {'id': 10623, 'synset': 'saucepot.n.01', 'name': 'saucepot'}, {'id': 10624, 'synset': 'sauna.n.01', 'name': 'sauna'}, {'id': 10625, 'synset': 'savings_bank.n.02', 'name': 'savings_bank'}, {'id': 10626, 'synset': 'saw.n.02', 'name': 'saw'}, {'id': 10627, 'synset': 'sawed-off_shotgun.n.01', 'name': 'sawed-off_shotgun'}, {'id': 10628, 'synset': 'sawmill.n.01', 'name': 'sawmill'}, {'id': 10629, 'synset': 'saw_set.n.01', 'name': 'saw_set'}, {'id': 10630, 'synset': 'saxhorn.n.01', 'name': 'saxhorn'}, {'id': 10631, 'synset': 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{'id': 10647, 'synset': 'school_bell.n.01', 'name': 'school_bell'}, {'id': 10648, 'synset': 'school_ship.n.01', 'name': 'school_ship'}, {'id': 10649, 'synset': 'school_system.n.01', 'name': 'school_system'}, {'id': 10650, 'synset': 'schooner.n.02', 'name': 'schooner'}, {'id': 10651, 'synset': 'schooner.n.01', 'name': 'schooner'}, {'id': 10652, 'synset': 'scientific_instrument.n.01', 'name': 'scientific_instrument'}, {'id': 10653, 'synset': 'scimitar.n.01', 'name': 'scimitar'}, {'id': 10654, 'synset': 'scintillation_counter.n.01', 'name': 'scintillation_counter'}, {'id': 10655, 'synset': 'sclerometer.n.01', 'name': 'sclerometer'}, {'id': 10656, 'synset': 'scoinson_arch.n.01', 'name': 'scoinson_arch'}, {'id': 10657, 'synset': 'sconce.n.04', 'name': 'sconce'}, {'id': 10658, 'synset': 'sconce.n.03', 'name': 'sconce'}, {'id': 10659, 'synset': 'scoop.n.06', 'name': 'scoop'}, {'id': 10660, 'synset': 'scooter.n.02', 'name': 'scooter'}, {'id': 10661, 'synset': 'scouring_pad.n.01', 'name': 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'synset': 'screw_wrench.n.01', 'name': 'screw_wrench'}, {'id': 10679, 'synset': 'scriber.n.01', 'name': 'scriber'}, {'id': 10680, 'synset': 'scrim.n.01', 'name': 'scrim'}, {'id': 10681, 'synset': 'scrimshaw.n.01', 'name': 'scrimshaw'}, {'id': 10682, 'synset': 'scriptorium.n.01', 'name': 'scriptorium'}, {'id': 10683, 'synset': 'scrubber.n.03', 'name': 'scrubber'}, {'id': 10684, 'synset': 'scrub_plane.n.01', 'name': 'scrub_plane'}, {'id': 10685, 'synset': 'scuffer.n.01', 'name': 'scuffer'}, {'id': 10686, 'synset': 'scuffle.n.02', 'name': 'scuffle'}, {'id': 10687, 'synset': 'scull.n.02', 'name': 'scull'}, {'id': 10688, 'synset': 'scull.n.01', 'name': 'scull'}, {'id': 10689, 'synset': 'scullery.n.01', 'name': 'scullery'}, {'id': 10690, 'synset': 'scuttle.n.01', 'name': 'scuttle'}, {'id': 10691, 'synset': 'scyphus.n.01', 'name': 'scyphus'}, {'id': 10692, 'synset': 'scythe.n.01', 'name': 'scythe'}, {'id': 10693, 'synset': 'seabag.n.01', 'name': 'seabag'}, {'id': 10694, 'synset': 'sea_boat.n.01', 'name': 'sea_boat'}, {'id': 10695, 'synset': 'sea_chest.n.01', 'name': 'sea_chest'}, {'id': 10696, 'synset': 'sealing_wax.n.01', 'name': 'sealing_wax'}, {'id': 10697, 'synset': 'sealskin.n.02', 'name': 'sealskin'}, {'id': 10698, 'synset': 'seam.n.01', 'name': 'seam'}, {'id': 10699, 'synset': 'searchlight.n.01', 'name': 'searchlight'}, {'id': 10700, 'synset': 'searing_iron.n.01', 'name': 'searing_iron'}, {'id': 10701, 'synset': 'seat.n.04', 'name': 'seat'}, {'id': 10702, 'synset': 'seat.n.03', 'name': 'seat'}, {'id': 10703, 'synset': 'seat.n.09', 'name': 'seat'}, {'id': 10704, 'synset': 'seat_belt.n.01', 'name': 'seat_belt'}, {'id': 10705, 'synset': 'secateurs.n.01', 'name': 'secateurs'}, {'id': 10706, 'synset': 'secondary_coil.n.01', 'name': 'secondary_coil'}, {'id': 10707, 'synset': 'second_balcony.n.01', 'name': 'second_balcony'}, {'id': 10708, 'synset': 'second_base.n.01', 'name': 'second_base'}, {'id': 10709, 'synset': 'second_hand.n.02', 'name': 'second_hand'}, {'id': 10710, 'synset': 'secretary.n.04', 'name': 'secretary'}, {'id': 10711, 'synset': 'sectional.n.01', 'name': 'sectional'}, {'id': 10712, 'synset': 'security_blanket.n.02', 'name': 'security_blanket'}, {'id': 10713, 'synset': 'security_system.n.02', 'name': 'security_system'}, {'id': 10714, 'synset': 'security_system.n.01', 'name': 'security_system'}, {'id': 10715, 'synset': 'sedan.n.01', 'name': 'sedan'}, {'id': 10716, 'synset': 'sedan.n.02', 'name': 'sedan'}, {'id': 10717, 'synset': 'seeder.n.02', 'name': 'seeder'}, {'id': 10718, 'synset': 'seeker.n.02', 'name': 'seeker'}, {'id': 10719, 'synset': 'seersucker.n.01', 'name': 'seersucker'}, {'id': 10720, 'synset': 'segmental_arch.n.01', 'name': 'segmental_arch'}, {'id': 10721, 'synset': 'segway.n.01', 'name': 'Segway'}, {'id': 10722, 'synset': 'seidel.n.01', 'name': 'seidel'}, {'id': 10723, 'synset': 'seine.n.02', 'name': 'seine'}, {'id': 10724, 'synset': 'seismograph.n.01', 'name': 'seismograph'}, {'id': 10725, 'synset': 'selector.n.02', 'name': 'selector'}, {'id': 10726, 'synset': 'selenium_cell.n.01', 'name': 'selenium_cell'}, {'id': 10727, 'synset': 'self-propelled_vehicle.n.01', 'name': 'self-propelled_vehicle'}, {'id': 10728, 'synset': 'self-registering_thermometer.n.01', 'name': 'self-registering_thermometer'}, {'id': 10729, 'synset': 'self-starter.n.02', 'name': 'self-starter'}, {'id': 10730, 'synset': 'selsyn.n.01', 'name': 'selsyn'}, {'id': 10731, 'synset': 'selvage.n.02', 'name': 'selvage'}, {'id': 10732, 'synset': 'semaphore.n.01', 'name': 'semaphore'}, {'id': 10733, 'synset': 'semiautomatic_firearm.n.01', 'name': 'semiautomatic_firearm'}, {'id': 10734, 'synset': 'semiautomatic_pistol.n.01', 'name': 'semiautomatic_pistol'}, {'id': 10735, 'synset': 'semiconductor_device.n.01', 'name': 'semiconductor_device'}, {'id': 10736, 'synset': 'semi-detached_house.n.01', 'name': 'semi-detached_house'}, {'id': 10737, 'synset': 'semigloss.n.01', 'name': 'semigloss'}, {'id': 10738, 'synset': 'semitrailer.n.01', 'name': 'semitrailer'}, {'id': 10739, 'synset': 'sennit.n.01', 'name': 'sennit'}, {'id': 10740, 'synset': 'sensitometer.n.01', 'name': 'sensitometer'}, {'id': 10741, 'synset': 'sentry_box.n.01', 'name': 'sentry_box'}, {'id': 10742, 'synset': 'separate.n.02', 'name': 'separate'}, {'id': 10743, 'synset': 'septic_tank.n.01', 'name': 'septic_tank'}, {'id': 10744, 'synset': 'sequence.n.03', 'name': 'sequence'}, {'id': 10745, 'synset': 'sequencer.n.01', 'name': 'sequencer'}, {'id': 10746, 'synset': 'serape.n.01', 'name': 'serape'}, {'id': 10747, 'synset': 'serge.n.01', 'name': 'serge'}, {'id': 10748, 'synset': 'serger.n.01', 'name': 'serger'}, {'id': 10749, 'synset': 'serial_port.n.01', 'name': 'serial_port'}, {'id': 10750, 'synset': 'serpent.n.03', 'name': 'serpent'}, {'id': 10751, 'synset': 'serration.n.03', 'name': 'serration'}, {'id': 10752, 'synset': 'server.n.04', 'name': 'server'}, {'id': 10753, 'synset': 'server.n.03', 'name': 'server'}, {'id': 10754, 'synset': 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'sewage_disposal_plant'}, {'id': 10769, 'synset': 'sewer.n.01', 'name': 'sewer'}, {'id': 10770, 'synset': 'sewing_basket.n.01', 'name': 'sewing_basket'}, {'id': 10771, 'synset': 'sewing_kit.n.01', 'name': 'sewing_kit'}, {'id': 10772, 'synset': 'sewing_needle.n.01', 'name': 'sewing_needle'}, {'id': 10773, 'synset': 'sewing_room.n.01', 'name': 'sewing_room'}, {'id': 10774, 'synset': 'sextant.n.02', 'name': 'sextant'}, {'id': 10775, 'synset': 'sgraffito.n.01', 'name': 'sgraffito'}, {'id': 10776, 'synset': 'shackle.n.01', 'name': 'shackle'}, {'id': 10777, 'synset': 'shackle.n.02', 'name': 'shackle'}, {'id': 10778, 'synset': 'shade.n.03', 'name': 'shade'}, {'id': 10779, 'synset': 'shadow_box.n.01', 'name': 'shadow_box'}, {'id': 10780, 'synset': 'shaft.n.03', 'name': 'shaft'}, {'id': 10781, 'synset': 'shag_rug.n.01', 'name': 'shag_rug'}, {'id': 10782, 'synset': 'shank.n.04', 'name': 'shank'}, {'id': 10783, 'synset': 'shank.n.03', 'name': 'shank'}, {'id': 10784, 'synset': 'shantung.n.01', 'name': 'shantung'}, {'id': 10785, 'synset': 'shaper.n.02', 'name': 'shaper'}, {'id': 10786, 'synset': 'shaping_tool.n.01', 'name': 'shaping_tool'}, {'id': 10787, 'synset': 'sharkskin.n.01', 'name': 'sharkskin'}, {'id': 10788, 'synset': 'shaving_brush.n.01', 'name': 'shaving_brush'}, {'id': 10789, 'synset': 'shaving_foam.n.01', 'name': 'shaving_foam'}, {'id': 10790, 'synset': 'shawm.n.01', 'name': 'shawm'}, {'id': 10791, 'synset': 'sheath.n.01', 'name': 'sheath'}, {'id': 10792, 'synset': 'sheathing.n.01', 'name': 'sheathing'}, {'id': 10793, 'synset': 'shed.n.01', 'name': 'shed'}, {'id': 10794, 'synset': 'sheep_bell.n.01', 'name': 'sheep_bell'}, {'id': 10795, 'synset': 'sheepshank.n.01', 'name': 'sheepshank'}, {'id': 10796, 'synset': 'sheepskin_coat.n.01', 'name': 'sheepskin_coat'}, {'id': 10797, 'synset': 'sheepwalk.n.01', 'name': 'sheepwalk'}, {'id': 10798, 'synset': 'sheet.n.03', 'name': 'sheet'}, {'id': 10799, 'synset': 'sheet_bend.n.01', 'name': 'sheet_bend'}, {'id': 10800, 'synset': 'sheeting.n.01', 'name': 'sheeting'}, {'id': 10801, 'synset': 'sheet_pile.n.01', 'name': 'sheet_pile'}, {'id': 10802, 'synset': 'sheetrock.n.01', 'name': 'Sheetrock'}, {'id': 10803, 'synset': 'shelf.n.01', 'name': 'shelf'}, {'id': 10804, 'synset': 'shelf_bracket.n.01', 'name': 'shelf_bracket'}, {'id': 10805, 'synset': 'shell.n.01', 'name': 'shell'}, {'id': 10806, 'synset': 'shell.n.08', 'name': 'shell'}, {'id': 10807, 'synset': 'shell.n.07', 'name': 'shell'}, {'id': 10808, 'synset': 'shellac.n.02', 'name': 'shellac'}, {'id': 10809, 'synset': 'shelter.n.01', 'name': 'shelter'}, {'id': 10810, 'synset': 'shelter.n.02', 'name': 'shelter'}, {'id': 10811, 'synset': 'shelter.n.05', 'name': 'shelter'}, {'id': 10812, 'synset': 'sheltered_workshop.n.01', 'name': 'sheltered_workshop'}, {'id': 10813, 'synset': 'sheraton.n.01', 'name': 'Sheraton'}, {'id': 10814, 'synset': 'shield.n.01', 'name': 'shield'}, {'id': 10815, 'synset': 'shielding.n.03', 'name': 'shielding'}, {'id': 10816, 'synset': 'shift_key.n.01', 'name': 'shift_key'}, {'id': 10817, 'synset': 'shillelagh.n.01', 'name': 'shillelagh'}, {'id': 10818, 'synset': 'shim.n.01', 'name': 'shim'}, {'id': 10819, 'synset': 'shingle.n.03', 'name': 'shingle'}, {'id': 10820, 'synset': 'shin_guard.n.01', 'name': 'shin_guard'}, {'id': 10821, 'synset': 'ship.n.01', 'name': 'ship'}, {'id': 10822, 'synset': 'shipboard_system.n.01', 'name': 'shipboard_system'}, {'id': 10823, 'synset': 'shipping.n.02', 'name': 'shipping'}, {'id': 10824, 'synset': 'shipping_room.n.01', 'name': 'shipping_room'}, {'id': 10825, 'synset': 'ship-towed_long-range_acoustic_detection_system.n.01', 'name': 'ship-towed_long-range_acoustic_detection_system'}, {'id': 10826, 'synset': 'shipwreck.n.01', 'name': 'shipwreck'}, {'id': 10827, 'synset': 'shirt_button.n.01', 'name': 'shirt_button'}, {'id': 10828, 'synset': 'shirtdress.n.01', 'name': 'shirtdress'}, {'id': 10829, 'synset': 'shirtfront.n.01', 'name': 'shirtfront'}, {'id': 10830, 'synset': 'shirting.n.01', 'name': 'shirting'}, {'id': 10831, 'synset': 'shirtsleeve.n.01', 'name': 'shirtsleeve'}, {'id': 10832, 'synset': 'shirttail.n.02', 'name': 'shirttail'}, {'id': 10833, 'synset': 'shirtwaist.n.01', 'name': 'shirtwaist'}, {'id': 10834, 'synset': 'shiv.n.01', 'name': 'shiv'}, {'id': 10835, 'synset': 'shock_absorber.n.01', 'name': 'shock_absorber'}, {'id': 10836, 'synset': 'shoe.n.02', 'name': 'shoe'}, {'id': 10837, 'synset': 'shoebox.n.02', 'name': 'shoebox'}, {'id': 10838, 'synset': 'shoehorn.n.01', 'name': 'shoehorn'}, {'id': 10839, 'synset': 'shoe_shop.n.01', 'name': 'shoe_shop'}, {'id': 10840, 'synset': 'shoetree.n.01', 'name': 'shoetree'}, {'id': 10841, 'synset': 'shofar.n.01', 'name': 'shofar'}, {'id': 10842, 'synset': 'shoji.n.01', 'name': 'shoji'}, {'id': 10843, 'synset': 'shooting_brake.n.01', 'name': 'shooting_brake'}, {'id': 10844, 'synset': 'shooting_lodge.n.01', 'name': 'shooting_lodge'}, {'id': 10845, 'synset': 'shooting_stick.n.01', 'name': 'shooting_stick'}, {'id': 10846, 'synset': 'shop.n.01', 'name': 'shop'}, {'id': 10847, 'synset': 'shop_bell.n.01', 'name': 'shop_bell'}, {'id': 10848, 'synset': 'shopping_basket.n.01', 'name': 'shopping_basket'}, {'id': 10849, 'synset': 'short_circuit.n.01', 'name': 'short_circuit'}, {'id': 10850, 'synset': 'short_iron.n.01', 'name': 'short_iron'}, {'id': 10851, 'synset': 'short_sleeve.n.01', 'name': 'short_sleeve'}, {'id': 10852, 'synset': 'shortwave_diathermy_machine.n.01', 'name': 'shortwave_diathermy_machine'}, {'id': 10853, 'synset': 'shot.n.12', 'name': 'shot'}, {'id': 10854, 'synset': 'shotgun.n.01', 'name': 'shotgun'}, {'id': 10855, 'synset': 'shotgun_shell.n.01', 'name': 'shotgun_shell'}, {'id': 10856, 'synset': 'shot_tower.n.01', 'name': 'shot_tower'}, {'id': 10857, 'synset': 'shoulder.n.04', 'name': 'shoulder'}, {'id': 10858, 'synset': 'shouldered_arch.n.01', 'name': 'shouldered_arch'}, {'id': 10859, 'synset': 'shoulder_holster.n.01', 'name': 'shoulder_holster'}, {'id': 10860, 'synset': 'shoulder_pad.n.01', 'name': 'shoulder_pad'}, {'id': 10861, 'synset': 'shoulder_patch.n.01', 'name': 'shoulder_patch'}, {'id': 10862, 'synset': 'shovel.n.03', 'name': 'shovel'}, {'id': 10863, 'synset': 'shovel_hat.n.01', 'name': 'shovel_hat'}, {'id': 10864, 'synset': 'showboat.n.01', 'name': 'showboat'}, {'id': 10865, 'synset': 'shower_room.n.01', 'name': 'shower_room'}, {'id': 10866, 'synset': 'shower_stall.n.01', 'name': 'shower_stall'}, {'id': 10867, 'synset': 'showroom.n.01', 'name': 'showroom'}, {'id': 10868, 'synset': 'shrapnel.n.01', 'name': 'shrapnel'}, {'id': 10869, 'synset': 'shrimper.n.01', 'name': 'shrimper'}, {'id': 10870, 'synset': 'shrine.n.01', 'name': 'shrine'}, {'id': 10871, 'synset': 'shrink-wrap.n.01', 'name': 'shrink-wrap'}, {'id': 10872, 'synset': 'shunt.n.03', 'name': 'shunt'}, {'id': 10873, 'synset': 'shunt.n.02', 'name': 'shunt'}, {'id': 10874, 'synset': 'shunter.n.01', 'name': 'shunter'}, {'id': 10875, 'synset': 'shutter.n.02', 'name': 'shutter'}, {'id': 10876, 'synset': 'shutter.n.01', 'name': 'shutter'}, {'id': 10877, 'synset': 'shuttle.n.03', 'name': 'shuttle'}, {'id': 10878, 'synset': 'shuttle.n.02', 'name': 'shuttle'}, {'id': 10879, 'synset': 'shuttle_bus.n.01', 'name': 'shuttle_bus'}, {'id': 10880, 'synset': 'shuttlecock.n.01', 'name': 'shuttlecock'}, {'id': 10881, 'synset': 'shuttle_helicopter.n.01', 'name': 'shuttle_helicopter'}, {'id': 10882, 'synset': 'sibley_tent.n.01', 'name': 'Sibley_tent'}, {'id': 10883, 'synset': 'sickbay.n.01', 'name': 'sickbay'}, {'id': 10884, 'synset': 'sickbed.n.01', 'name': 'sickbed'}, {'id': 10885, 'synset': 'sickle.n.01', 'name': 'sickle'}, {'id': 10886, 'synset': 'sickroom.n.01', 'name': 'sickroom'}, {'id': 10887, 'synset': 'sideboard.n.02', 'name': 'sideboard'}, {'id': 10888, 'synset': 'sidecar.n.02', 'name': 'sidecar'}, {'id': 10889, 'synset': 'side_chapel.n.01', 'name': 'side_chapel'}, {'id': 10890, 'synset': 'sidelight.n.01', 'name': 'sidelight'}, {'id': 10891, 'synset': 'sidesaddle.n.01', 'name': 'sidesaddle'}, {'id': 10892, 'synset': 'sidewalk.n.01', 'name': 'sidewalk'}, {'id': 10893, 'synset': 'sidewall.n.02', 'name': 'sidewall'}, {'id': 10894, 'synset': 'side-wheeler.n.01', 'name': 'side-wheeler'}, {'id': 10895, 'synset': 'sidewinder.n.02', 'name': 'sidewinder'}, {'id': 10896, 'synset': 'sieve.n.01', 'name': 'sieve'}, {'id': 10897, 'synset': 'sifter.n.01', 'name': 'sifter'}, {'id': 10898, 'synset': 'sights.n.01', 'name': 'sights'}, {'id': 10899, 'synset': 'sigmoidoscope.n.01', 'name': 'sigmoidoscope'}, {'id': 10900, 'synset': 'signal_box.n.01', 'name': 'signal_box'}, {'id': 10901, 'synset': 'signaling_device.n.01', 'name': 'signaling_device'}, {'id': 10902, 'synset': 'silencer.n.02', 'name': 'silencer'}, {'id': 10903, 'synset': 'silent_butler.n.01', 'name': 'silent_butler'}, {'id': 10904, 'synset': 'silex.n.02', 'name': 'Silex'}, {'id': 10905, 'synset': 'silk.n.01', 'name': 'silk'}, {'id': 10906, 'synset': 'silks.n.01', 'name': 'silks'}, {'id': 10907, 'synset': 'silver_plate.n.02', 'name': 'silver_plate'}, {'id': 10908, 'synset': 'silverpoint.n.01', 'name': 'silverpoint'}, {'id': 10909, 'synset': 'simple_pendulum.n.01', 'name': 'simple_pendulum'}, {'id': 10910, 'synset': 'simulator.n.01', 'name': 'simulator'}, {'id': 10911, 'synset': 'single_bed.n.01', 'name': 'single_bed'}, {'id': 10912, 'synset': 'single-breasted_jacket.n.01', 'name': 'single-breasted_jacket'}, {'id': 10913, 'synset': 'single-breasted_suit.n.01', 'name': 'single-breasted_suit'}, {'id': 10914, 'synset': 'single_prop.n.01', 'name': 'single_prop'}, {'id': 10915, 'synset': 'single-reed_instrument.n.01', 'name': 'single-reed_instrument'}, {'id': 10916, 'synset': 'single-rotor_helicopter.n.01', 'name': 'single-rotor_helicopter'}, {'id': 10917, 'synset': 'singlestick.n.01', 'name': 'singlestick'}, {'id': 10918, 'synset': 'singlet.n.01', 'name': 'singlet'}, {'id': 10919, 'synset': 'siren.n.04', 'name': 'siren'}, {'id': 10920, 'synset': 'sister_ship.n.01', 'name': 'sister_ship'}, {'id': 10921, 'synset': 'sitar.n.01', 'name': 'sitar'}, {'id': 10922, 'synset': 'sitz_bath.n.01', 'name': 'sitz_bath'}, {'id': 10923, 'synset': 'six-pack.n.01', 'name': 'six-pack'}, {'id': 10924, 'synset': 'skate.n.01', 'name': 'skate'}, {'id': 10925, 'synset': 'skeg.n.01', 'name': 'skeg'}, {'id': 10926, 'synset': 'skein.n.01', 'name': 'skein'}, {'id': 10927, 'synset': 'skeleton.n.04', 'name': 'skeleton'}, {'id': 10928, 'synset': 'skeleton_key.n.01', 'name': 'skeleton_key'}, {'id': 10929, 'synset': 'skep.n.02', 'name': 'skep'}, {'id': 10930, 'synset': 'skep.n.01', 'name': 'skep'}, {'id': 10931, 'synset': 'sketch.n.01', 'name': 'sketch'}, {'id': 10932, 'synset': 'sketcher.n.02', 'name': 'sketcher'}, {'id': 10933, 'synset': 'skew_arch.n.01', 'name': 'skew_arch'}, {'id': 10934, 'synset': 'ski_binding.n.01', 'name': 'ski_binding'}, {'id': 10935, 'synset': 'skibob.n.01', 'name': 'skibob'}, {'id': 10936, 'synset': 'ski_cap.n.01', 'name': 'ski_cap'}, {'id': 10937, 'synset': 'skidder.n.03', 'name': 'skidder'}, {'id': 10938, 'synset': 'skid_lid.n.01', 'name': 'skid_lid'}, {'id': 10939, 'synset': 'skiff.n.01', 'name': 'skiff'}, {'id': 10940, 'synset': 'ski_jump.n.01', 'name': 'ski_jump'}, {'id': 10941, 'synset': 'ski_lodge.n.01', 'name': 'ski_lodge'}, {'id': 10942, 'synset': 'ski_mask.n.01', 'name': 'ski_mask'}, {'id': 10943, 'synset': 'skimmer.n.02', 'name': 'skimmer'}, {'id': 10944, 'synset': 'ski-plane.n.01', 'name': 'ski-plane'}, {'id': 10945, 'synset': 'ski_rack.n.01', 'name': 'ski_rack'}, {'id': 10946, 'synset': 'skirt.n.01', 'name': 'skirt'}, {'id': 10947, 'synset': 'ski_tow.n.01', 'name': 'ski_tow'}, {'id': 10948, 'synset': 'skivvies.n.01', 'name': 'Skivvies'}, {'id': 10949, 'synset': 'skybox.n.01', 'name': 'skybox'}, {'id': 10950, 'synset': 'skyhook.n.02', 'name': 'skyhook'}, {'id': 10951, 'synset': 'skylight.n.01', 'name': 'skylight'}, {'id': 10952, 'synset': 'skysail.n.01', 'name': 'skysail'}, {'id': 10953, 'synset': 'skyscraper.n.01', 'name': 'skyscraper'}, {'id': 10954, 'synset': 'skywalk.n.01', 'name': 'skywalk'}, {'id': 10955, 'synset': 'slacks.n.01', 'name': 'slacks'}, {'id': 10956, 'synset': 'slack_suit.n.01', 'name': 'slack_suit'}, {'id': 10957, 'synset': 'slasher.n.02', 'name': 'slasher'}, {'id': 10958, 'synset': 'slash_pocket.n.01', 'name': 'slash_pocket'}, {'id': 10959, 'synset': 'slat.n.01', 'name': 'slat'}, {'id': 10960, 'synset': 'slate.n.01', 'name': 'slate'}, {'id': 10961, 'synset': 'slate_pencil.n.01', 'name': 'slate_pencil'}, {'id': 10962, 'synset': 'slate_roof.n.01', 'name': 'slate_roof'}, {'id': 10963, 'synset': 'sleeper.n.07', 'name': 'sleeper'}, {'id': 10964, 'synset': 'sleeper.n.06', 'name': 'sleeper'}, {'id': 10965, 'synset': 'sleeping_car.n.01', 'name': 'sleeping_car'}, {'id': 10966, 'synset': 'sleeve.n.01', 'name': 'sleeve'}, {'id': 10967, 'synset': 'sleeve.n.02', 'name': 'sleeve'}, {'id': 10968, 'synset': 'sleigh_bed.n.01', 'name': 'sleigh_bed'}, {'id': 10969, 'synset': 'sleigh_bell.n.01', 'name': 'sleigh_bell'}, {'id': 10970, 'synset': 'slice_bar.n.01', 'name': 'slice_bar'}, {'id': 10971, 'synset': 'slicer.n.03', 'name': 'slicer'}, {'id': 10972, 'synset': 'slicer.n.02', 'name': 'slicer'}, {'id': 10973, 'synset': 'slide.n.04', 'name': 'slide'}, {'id': 10974, 'synset': 'slide_fastener.n.01', 'name': 'slide_fastener'}, {'id': 10975, 'synset': 'slide_projector.n.01', 'name': 'slide_projector'}, {'id': 10976, 'synset': 'slide_rule.n.01', 'name': 'slide_rule'}, {'id': 10977, 'synset': 'slide_valve.n.01', 'name': 'slide_valve'}, {'id': 10978, 'synset': 'sliding_door.n.01', 'name': 'sliding_door'}, {'id': 10979, 'synset': 'sliding_seat.n.01', 'name': 'sliding_seat'}, {'id': 10980, 'synset': 'sliding_window.n.01', 'name': 'sliding_window'}, {'id': 10981, 'synset': 'sling.n.04', 'name': 'sling'}, {'id': 10982, 'synset': 'slingback.n.01', 'name': 'slingback'}, {'id': 10983, 'synset': 'slinger_ring.n.01', 'name': 'slinger_ring'}, {'id': 10984, 'synset': 'slip_clutch.n.01', 'name': 'slip_clutch'}, {'id': 10985, 'synset': 'slipcover.n.01', 'name': 'slipcover'}, {'id': 10986, 'synset': 'slip-joint_pliers.n.01', 'name': 'slip-joint_pliers'}, {'id': 10987, 'synset': 'slipknot.n.01', 'name': 'slipknot'}, {'id': 10988, 'synset': 'slip-on.n.01', 'name': 'slip-on'}, {'id': 10989, 'synset': 'slip_ring.n.01', 'name': 'slip_ring'}, {'id': 10990, 'synset': 'slit_lamp.n.01', 'name': 'slit_lamp'}, {'id': 10991, 'synset': 'slit_trench.n.01', 'name': 'slit_trench'}, {'id': 10992, 'synset': 'sloop.n.01', 'name': 'sloop'}, {'id': 10993, 'synset': 'sloop_of_war.n.01', 'name': 'sloop_of_war'}, {'id': 10994, 'synset': 'slop_basin.n.01', 'name': 'slop_basin'}, {'id': 10995, 'synset': 'slop_pail.n.01', 'name': 'slop_pail'}, {'id': 10996, 'synset': 'slops.n.02', 'name': 'slops'}, {'id': 10997, 'synset': 'slopshop.n.01', 'name': 'slopshop'}, {'id': 10998, 'synset': 'slot.n.07', 'name': 'slot'}, {'id': 10999, 'synset': 'slot_machine.n.01', 'name': 'slot_machine'}, {'id': 11000, 'synset': 'sluice.n.01', 'name': 'sluice'}, {'id': 11001, 'synset': 'smack.n.03', 'name': 'smack'}, {'id': 11002, 'synset': 'small_boat.n.01', 'name': 'small_boat'}, {'id': 11003, 'synset': 'small_computer_system_interface.n.01', 'name': 'small_computer_system_interface'}, {'id': 11004, 'synset': 'small_ship.n.01', 'name': 'small_ship'}, {'id': 11005, 'synset': 'small_stores.n.01', 'name': 'small_stores'}, {'id': 11006, 'synset': 'smart_bomb.n.01', 'name': 'smart_bomb'}, {'id': 11007, 'synset': 'smelling_bottle.n.01', 'name': 'smelling_bottle'}, {'id': 11008, 'synset': 'smocking.n.01', 'name': 'smocking'}, {'id': 11009, 'synset': 'smoke_bomb.n.01', 'name': 'smoke_bomb'}, {'id': 11010, 'synset': 'smokehouse.n.01', 'name': 'smokehouse'}, {'id': 11011, 'synset': 'smoker.n.03', 'name': 'smoker'}, {'id': 11012, 'synset': 'smoke_screen.n.01', 'name': 'smoke_screen'}, {'id': 11013, 'synset': 'smoking_room.n.01', 'name': 'smoking_room'}, {'id': 11014, 'synset': 'smoothbore.n.01', 'name': 'smoothbore'}, {'id': 11015, 'synset': 'smooth_plane.n.01', 'name': 'smooth_plane'}, {'id': 11016, 'synset': 'snack_bar.n.01', 'name': 'snack_bar'}, {'id': 11017, 'synset': 'snaffle.n.01', 'name': 'snaffle'}, {'id': 11018, 'synset': 'snap.n.10', 'name': 'snap'}, {'id': 11019, 'synset': 'snap_brim.n.01', 'name': 'snap_brim'}, {'id': 11020, 'synset': 'snap-brim_hat.n.01', 'name': 'snap-brim_hat'}, {'id': 11021, 'synset': 'snare.n.05', 'name': 'snare'}, {'id': 11022, 'synset': 'snare_drum.n.01', 'name': 'snare_drum'}, {'id': 11023, 'synset': 'snatch_block.n.01', 'name': 'snatch_block'}, {'id': 11024, 'synset': 'snifter.n.01', 'name': 'snifter'}, {'id': 11025, 'synset': 'sniper_rifle.n.01', 'name': 'sniper_rifle'}, {'id': 11026, 'synset': 'snips.n.01', 'name': 'snips'}, {'id': 11027, 'synset': 'sno-cat.n.01', 'name': 'Sno-cat'}, {'id': 11028, 'synset': 'snood.n.01', 'name': 'snood'}, {'id': 11029, 'synset': 'snorkel.n.02', 'name': 'snorkel'}, {'id': 11030, 'synset': 'snorkel.n.01', 'name': 'snorkel'}, {'id': 11031, 'synset': 'snowbank.n.01', 'name': 'snowbank'}, {'id': 11032, 'synset': 'snowplow.n.01', 'name': 'snowplow'}, {'id': 11033, 'synset': 'snowshoe.n.01', 'name': 'snowshoe'}, {'id': 11034, 'synset': 'snowsuit.n.01', 'name': 'snowsuit'}, {'id': 11035, 'synset': 'snow_thrower.n.01', 'name': 'snow_thrower'}, {'id': 11036, 'synset': 'snuffbox.n.01', 'name': 'snuffbox'}, {'id': 11037, 'synset': 'snuffer.n.01', 'name': 'snuffer'}, {'id': 11038, 'synset': 'snuffers.n.01', 'name': 'snuffers'}, {'id': 11039, 'synset': 'soapbox.n.01', 'name': 'soapbox'}, {'id': 11040, 'synset': 'soap_dish.n.01', 'name': 'soap_dish'}, {'id': 11041, 'synset': 'soap_dispenser.n.01', 'name': 'soap_dispenser'}, {'id': 11042, 'synset': 'soap_pad.n.01', 'name': 'soap_pad'}, {'id': 11043, 'synset': 'socket.n.02', 'name': 'socket'}, {'id': 11044, 'synset': 'socket_wrench.n.01', 'name': 'socket_wrench'}, {'id': 11045, 'synset': 'socle.n.01', 'name': 'socle'}, {'id': 11046, 'synset': 'soda_can.n.01', 'name': 'soda_can'}, {'id': 11047, 'synset': 'soda_fountain.n.02', 'name': 'soda_fountain'}, {'id': 11048, 'synset': 'soda_fountain.n.01', 'name': 'soda_fountain'}, {'id': 11049, 'synset': 'sod_house.n.01', 'name': 'sod_house'}, {'id': 11050, 'synset': 'sodium-vapor_lamp.n.01', 'name': 'sodium-vapor_lamp'}, {'id': 11051, 'synset': 'soffit.n.01', 'name': 'soffit'}, {'id': 11052, 'synset': 'soft_pedal.n.01', 'name': 'soft_pedal'}, {'id': 11053, 'synset': 'soil_pipe.n.01', 'name': 'soil_pipe'}, {'id': 11054, 'synset': 'solar_cell.n.01', 'name': 'solar_cell'}, {'id': 11055, 'synset': 'solar_dish.n.01', 'name': 'solar_dish'}, {'id': 11056, 'synset': 'solar_heater.n.01', 'name': 'solar_heater'}, {'id': 11057, 'synset': 'solar_house.n.01', 'name': 'solar_house'}, {'id': 11058, 'synset': 'solar_telescope.n.01', 'name': 'solar_telescope'}, {'id': 11059, 'synset': 'solar_thermal_system.n.01', 'name': 'solar_thermal_system'}, {'id': 11060, 'synset': 'soldering_iron.n.01', 'name': 'soldering_iron'}, {'id': 11061, 'synset': 'solenoid.n.01', 'name': 'solenoid'}, {'id': 11062, 'synset': 'solleret.n.01', 'name': 'solleret'}, {'id': 11063, 'synset': 'sonic_depth_finder.n.01', 'name': 'sonic_depth_finder'}, {'id': 11064, 'synset': 'sonogram.n.01', 'name': 'sonogram'}, {'id': 11065, 'synset': 'sonograph.n.01', 'name': 'sonograph'}, {'id': 11066, 'synset': 'sorter.n.02', 'name': 'sorter'}, {'id': 11067, 'synset': 'souk.n.01', 'name': 'souk'}, {'id': 11068, 'synset': 'sound_bow.n.01', 'name': 'sound_bow'}, {'id': 11069, 'synset': 'soundbox.n.01', 'name': 'soundbox'}, {'id': 11070, 'synset': 'sound_camera.n.01', 'name': 'sound_camera'}, {'id': 11071, 'synset': 'sounder.n.01', 'name': 'sounder'}, {'id': 11072, 'synset': 'sound_film.n.01', 'name': 'sound_film'}, {'id': 11073, 'synset': 'sounding_board.n.02', 'name': 'sounding_board'}, {'id': 11074, 'synset': 'sounding_rocket.n.01', 'name': 'sounding_rocket'}, {'id': 11075, 'synset': 'sound_recording.n.01', 'name': 'sound_recording'}, {'id': 11076, 'synset': 'sound_spectrograph.n.01', 'name': 'sound_spectrograph'}, {'id': 11077, 'synset': 'soup_ladle.n.01', 'name': 'soup_ladle'}, {'id': 11078, 'synset': 'source_of_illumination.n.01', 'name': 'source_of_illumination'}, {'id': 11079, 'synset': 'sourdine.n.02', 'name': 'sourdine'}, {'id': 11080, 'synset': 'soutache.n.01', 'name': 'soutache'}, {'id': 11081, 'synset': 'soutane.n.01', 'name': 'soutane'}, {'id': 11082, 'synset': "sou'wester.n.02", 'name': "sou'wester"}, {'id': 11083, 'synset': 'soybean_future.n.01', 'name': 'soybean_future'}, {'id': 11084, 'synset': 'space_bar.n.01', 'name': 'space_bar'}, {'id': 11085, 'synset': 'space_capsule.n.01', 'name': 'space_capsule'}, {'id': 11086, 'synset': 'spacecraft.n.01', 'name': 'spacecraft'}, {'id': 11087, 'synset': 'space_heater.n.01', 'name': 'space_heater'}, {'id': 11088, 'synset': 'space_helmet.n.01', 'name': 'space_helmet'}, {'id': 11089, 'synset': 'space_rocket.n.01', 'name': 'space_rocket'}, {'id': 11090, 'synset': 'space_station.n.01', 'name': 'space_station'}, {'id': 11091, 'synset': 'spacesuit.n.01', 'name': 'spacesuit'}, {'id': 11092, 'synset': 'spade.n.02', 'name': 'spade'}, {'id': 11093, 'synset': 'spade_bit.n.01', 'name': 'spade_bit'}, {'id': 11094, 'synset': 'spaghetti_junction.n.01', 'name': 'spaghetti_junction'}, {'id': 11095, 'synset': 'spandau.n.01', 'name': 'Spandau'}, {'id': 11096, 'synset': 'spandex.n.01', 'name': 'spandex'}, {'id': 11097, 'synset': 'spandrel.n.01', 'name': 'spandrel'}, {'id': 11098, 'synset': 'spanker.n.02', 'name': 'spanker'}, {'id': 11099, 'synset': 'spar.n.02', 'name': 'spar'}, {'id': 11100, 'synset': 'sparge_pipe.n.01', 'name': 'sparge_pipe'}, {'id': 11101, 'synset': 'spark_arrester.n.02', 'name': 'spark_arrester'}, {'id': 11102, 'synset': 'spark_arrester.n.01', 'name': 'spark_arrester'}, {'id': 11103, 'synset': 'spark_chamber.n.01', 'name': 'spark_chamber'}, {'id': 11104, 'synset': 'spark_coil.n.01', 'name': 'spark_coil'}, {'id': 11105, 'synset': 'spark_gap.n.01', 'name': 'spark_gap'}, {'id': 11106, 'synset': 'spark_lever.n.01', 'name': 'spark_lever'}, {'id': 11107, 'synset': 'spark_plug.n.01', 'name': 'spark_plug'}, {'id': 11108, 'synset': 'sparkplug_wrench.n.01', 'name': 'sparkplug_wrench'}, {'id': 11109, 'synset': 'spark_transmitter.n.01', 'name': 'spark_transmitter'}, {'id': 11110, 'synset': 'spat.n.02', 'name': 'spat'}, {'id': 11111, 'synset': 'spatula.n.01', 'name': 'spatula'}, {'id': 11112, 'synset': 'speakerphone.n.01', 'name': 'speakerphone'}, {'id': 11113, 'synset': 'speaking_trumpet.n.01', 'name': 'speaking_trumpet'}, {'id': 11114, 'synset': 'spear.n.02', 'name': 'spear'}, {'id': 11115, 'synset': 'specialty_store.n.01', 'name': 'specialty_store'}, {'id': 11116, 'synset': 'specimen_bottle.n.01', 'name': 'specimen_bottle'}, {'id': 11117, 'synset': 'spectacle.n.02', 'name': 'spectacle'}, {'id': 11118, 'synset': 'spectator_pump.n.01', 'name': 'spectator_pump'}, {'id': 11119, 'synset': 'spectrograph.n.01', 'name': 'spectrograph'}, {'id': 11120, 'synset': 'spectrophotometer.n.01', 'name': 'spectrophotometer'}, {'id': 11121, 'synset': 'spectroscope.n.01', 'name': 'spectroscope'}, {'id': 11122, 'synset': 'speculum.n.02', 'name': 'speculum'}, {'id': 11123, 'synset': 'speedboat.n.01', 'name': 'speedboat'}, {'id': 11124, 'synset': 'speed_bump.n.01', 'name': 'speed_bump'}, {'id': 11125, 'synset': 'speedometer.n.01', 'name': 'speedometer'}, {'id': 11126, 'synset': 'speed_skate.n.01', 'name': 'speed_skate'}, {'id': 11127, 'synset': 'spherometer.n.01', 'name': 'spherometer'}, {'id': 11128, 'synset': 'sphygmomanometer.n.01', 'name': 'sphygmomanometer'}, {'id': 11129, 'synset': 'spicemill.n.01', 'name': 'spicemill'}, {'id': 11130, 'synset': 'spider.n.03', 'name': 'spider'}, {'id': 11131, 'synset': 'spider_web.n.01', 'name': 'spider_web'}, {'id': 11132, 'synset': 'spike.n.02', 'name': 'spike'}, {'id': 11133, 'synset': 'spike.n.11', 'name': 'spike'}, {'id': 11134, 'synset': 'spindle.n.04', 'name': 'spindle'}, {'id': 11135, 'synset': 'spindle.n.03', 'name': 'spindle'}, {'id': 11136, 'synset': 'spindle.n.02', 'name': 'spindle'}, {'id': 11137, 'synset': 'spin_dryer.n.01', 'name': 'spin_dryer'}, {'id': 11138, 'synset': 'spinet.n.02', 'name': 'spinet'}, {'id': 11139, 'synset': 'spinet.n.01', 'name': 'spinet'}, {'id': 11140, 'synset': 'spinnaker.n.01', 'name': 'spinnaker'}, {'id': 11141, 'synset': 'spinner.n.03', 'name': 'spinner'}, {'id': 11142, 'synset': 'spinning_frame.n.01', 'name': 'spinning_frame'}, {'id': 11143, 'synset': 'spinning_jenny.n.01', 'name': 'spinning_jenny'}, {'id': 11144, 'synset': 'spinning_machine.n.01', 'name': 'spinning_machine'}, {'id': 11145, 'synset': 'spinning_rod.n.01', 'name': 'spinning_rod'}, {'id': 11146, 'synset': 'spinning_wheel.n.01', 'name': 'spinning_wheel'}, {'id': 11147, 'synset': 'spiral_bandage.n.01', 'name': 'spiral_bandage'}, {'id': 11148, 'synset': 'spiral_ratchet_screwdriver.n.01', 'name': 'spiral_ratchet_screwdriver'}, {'id': 11149, 'synset': 'spiral_spring.n.01', 'name': 'spiral_spring'}, {'id': 11150, 'synset': 'spirit_lamp.n.01', 'name': 'spirit_lamp'}, {'id': 11151, 'synset': 'spirit_stove.n.01', 'name': 'spirit_stove'}, {'id': 11152, 'synset': 'spirometer.n.01', 'name': 'spirometer'}, {'id': 11153, 'synset': 'spit.n.03', 'name': 'spit'}, {'id': 11154, 'synset': 'spittoon.n.01', 'name': 'spittoon'}, {'id': 11155, 'synset': 'splashboard.n.02', 'name': 'splashboard'}, {'id': 11156, 'synset': 'splasher.n.01', 'name': 'splasher'}, {'id': 11157, 'synset': 'splice.n.01', 'name': 'splice'}, {'id': 11158, 'synset': 'splicer.n.03', 'name': 'splicer'}, {'id': 11159, 'synset': 'splint.n.02', 'name': 'splint'}, {'id': 11160, 'synset': 'split_rail.n.01', 'name': 'split_rail'}, {'id': 11161, 'synset': 'spode.n.02', 'name': 'Spode'}, {'id': 11162, 'synset': 'spoiler.n.05', 'name': 'spoiler'}, {'id': 11163, 'synset': 'spoiler.n.04', 'name': 'spoiler'}, {'id': 11164, 'synset': 'spoke.n.01', 'name': 'spoke'}, {'id': 11165, 'synset': 'spokeshave.n.01', 'name': 'spokeshave'}, {'id': 11166, 'synset': 'sponge_cloth.n.01', 'name': 'sponge_cloth'}, {'id': 11167, 'synset': 'sponge_mop.n.01', 'name': 'sponge_mop'}, {'id': 11168, 'synset': 'spoon.n.03', 'name': 'spoon'}, {'id': 11169, 'synset': 'spork.n.01', 'name': 'Spork'}, {'id': 11170, 'synset': 'sporran.n.01', 'name': 'sporran'}, {'id': 11171, 'synset': 'sport_kite.n.01', 'name': 'sport_kite'}, {'id': 11172, 'synset': 'sports_car.n.01', 'name': 'sports_car'}, {'id': 11173, 'synset': 'sports_equipment.n.01', 'name': 'sports_equipment'}, {'id': 11174, 'synset': 'sports_implement.n.01', 'name': 'sports_implement'}, {'id': 11175, 'synset': 'sport_utility.n.01', 'name': 'sport_utility'}, {'id': 11176, 'synset': 'spot.n.07', 'name': 'spot'}, {'id': 11177, 'synset': 'spot_weld.n.01', 'name': 'spot_weld'}, {'id': 11178, 'synset': 'spouter.n.02', 'name': 'spouter'}, {'id': 11179, 'synset': 'sprag.n.01', 'name': 'sprag'}, {'id': 11180, 'synset': 'spray_gun.n.01', 'name': 'spray_gun'}, {'id': 11181, 'synset': 'spray_paint.n.01', 'name': 'spray_paint'}, {'id': 11182, 'synset': 'spreader.n.01', 'name': 'spreader'}, {'id': 11183, 'synset': 'sprig.n.02', 'name': 'sprig'}, {'id': 11184, 'synset': 'spring.n.02', 'name': 'spring'}, {'id': 11185, 'synset': 'spring_balance.n.01', 'name': 'spring_balance'}, {'id': 11186, 'synset': 'springboard.n.01', 'name': 'springboard'}, {'id': 11187, 'synset': 'sprinkler.n.01', 'name': 'sprinkler'}, {'id': 11188, 'synset': 'sprinkler_system.n.01', 'name': 'sprinkler_system'}, {'id': 11189, 'synset': 'sprit.n.01', 'name': 'sprit'}, {'id': 11190, 'synset': 'spritsail.n.01', 'name': 'spritsail'}, {'id': 11191, 'synset': 'sprocket.n.02', 'name': 'sprocket'}, {'id': 11192, 'synset': 'sprocket.n.01', 'name': 'sprocket'}, {'id': 11193, 'synset': 'spun_yarn.n.01', 'name': 'spun_yarn'}, {'id': 11194, 'synset': 'spur.n.04', 'name': 'spur'}, {'id': 11195, 'synset': 'spur_gear.n.01', 'name': 'spur_gear'}, {'id': 11196, 'synset': 'sputnik.n.01', 'name': 'sputnik'}, {'id': 11197, 'synset': 'spy_satellite.n.01', 'name': 'spy_satellite'}, {'id': 11198, 'synset': 'squad_room.n.01', 'name': 'squad_room'}, {'id': 11199, 'synset': 'square.n.08', 'name': 'square'}, {'id': 11200, 'synset': 'square_knot.n.01', 'name': 'square_knot'}, {'id': 11201, 'synset': 'square-rigger.n.01', 'name': 'square-rigger'}, {'id': 11202, 'synset': 'square_sail.n.01', 'name': 'square_sail'}, {'id': 11203, 'synset': 'squash_ball.n.01', 'name': 'squash_ball'}, {'id': 11204, 'synset': 'squash_racket.n.01', 'name': 'squash_racket'}, {'id': 11205, 'synset': 'squawk_box.n.01', 'name': 'squawk_box'}, {'id': 11206, 'synset': 'squeegee.n.01', 'name': 'squeegee'}, {'id': 11207, 'synset': 'squeezer.n.01', 'name': 'squeezer'}, {'id': 11208, 'synset': 'squelch_circuit.n.01', 'name': 'squelch_circuit'}, {'id': 11209, 'synset': 'squinch.n.01', 'name': 'squinch'}, {'id': 11210, 'synset': 'stabilizer.n.03', 'name': 'stabilizer'}, {'id': 11211, 'synset': 'stabilizer.n.02', 'name': 'stabilizer'}, {'id': 11212, 'synset': 'stabilizer_bar.n.01', 'name': 'stabilizer_bar'}, {'id': 11213, 'synset': 'stable.n.01', 'name': 'stable'}, {'id': 11214, 'synset': 'stable_gear.n.01', 'name': 'stable_gear'}, {'id': 11215, 'synset': 'stabling.n.01', 'name': 'stabling'}, {'id': 11216, 'synset': 'stacks.n.02', 'name': 'stacks'}, {'id': 11217, 'synset': 'staddle.n.01', 'name': 'staddle'}, {'id': 11218, 'synset': 'stadium.n.01', 'name': 'stadium'}, {'id': 11219, 'synset': 'stage.n.03', 'name': 'stage'}, {'id': 11220, 'synset': 'stained-glass_window.n.01', 'name': 'stained-glass_window'}, {'id': 11221, 'synset': 'stair-carpet.n.01', 'name': 'stair-carpet'}, {'id': 11222, 'synset': 'stair-rod.n.01', 'name': 'stair-rod'}, {'id': 11223, 'synset': 'stairwell.n.01', 'name': 'stairwell'}, {'id': 11224, 'synset': 'stake.n.05', 'name': 'stake'}, {'id': 11225, 'synset': 'stall.n.03', 'name': 'stall'}, {'id': 11226, 'synset': 'stall.n.01', 'name': 'stall'}, {'id': 11227, 'synset': 'stamp.n.08', 'name': 'stamp'}, {'id': 11228, 'synset': 'stamp_mill.n.01', 'name': 'stamp_mill'}, {'id': 11229, 'synset': 'stamping_machine.n.01', 'name': 'stamping_machine'}, {'id': 11230, 'synset': 'stanchion.n.01', 'name': 'stanchion'}, {'id': 11231, 'synset': 'stand.n.04', 'name': 'stand'}, {'id': 11232, 'synset': 'standard.n.05', 'name': 'standard'}, {'id': 11233, 'synset': 'standard_cell.n.01', 'name': 'standard_cell'}, {'id': 11234, 'synset': 'standard_transmission.n.01', 'name': 'standard_transmission'}, {'id': 11235, 'synset': 'standing_press.n.01', 'name': 'standing_press'}, {'id': 11236, 'synset': 'stanhope.n.01', 'name': 'stanhope'}, {'id': 11237, 'synset': 'stanley_steamer.n.01', 'name': 'Stanley_Steamer'}, {'id': 11238, 'synset': 'staple.n.05', 'name': 'staple'}, {'id': 11239, 'synset': 'staple.n.04', 'name': 'staple'}, {'id': 11240, 'synset': 'staple_gun.n.01', 'name': 'staple_gun'}, {'id': 11241, 'synset': 'starship.n.01', 'name': 'starship'}, {'id': 11242, 'synset': 'starter.n.01', 'name': 'starter'}, {'id': 11243, 'synset': 'starting_gate.n.01', 'name': 'starting_gate'}, {'id': 11244, 'synset': 'stassano_furnace.n.01', 'name': 'Stassano_furnace'}, {'id': 11245, 'synset': 'statehouse.n.01', 'name': 'Statehouse'}, {'id': 11246, 'synset': 'stately_home.n.01', 'name': 'stately_home'}, {'id': 11247, 'synset': 'state_prison.n.01', 'name': 'state_prison'}, {'id': 11248, 'synset': 'stateroom.n.01', 'name': 'stateroom'}, {'id': 11249, 'synset': 'static_tube.n.01', 'name': 'static_tube'}, {'id': 11250, 'synset': 'station.n.01', 'name': 'station'}, {'id': 11251, 'synset': 'stator.n.01', 'name': 'stator'}, {'id': 11252, 'synset': 'stay.n.05', 'name': 'stay'}, {'id': 11253, 'synset': 'staysail.n.01', 'name': 'staysail'}, {'id': 11254, 'synset': 'steakhouse.n.01', 'name': 'steakhouse'}, {'id': 11255, 'synset': 'stealth_aircraft.n.01', 'name': 'stealth_aircraft'}, {'id': 11256, 'synset': 'stealth_bomber.n.01', 'name': 'stealth_bomber'}, {'id': 11257, 'synset': 'stealth_fighter.n.01', 'name': 'stealth_fighter'}, {'id': 11258, 'synset': 'steam_bath.n.01', 'name': 'steam_bath'}, {'id': 11259, 'synset': 'steamboat.n.01', 'name': 'steamboat'}, {'id': 11260, 'synset': 'steam_chest.n.01', 'name': 'steam_chest'}, {'id': 11261, 'synset': 'steam_engine.n.01', 'name': 'steam_engine'}, {'id': 11262, 'synset': 'steamer.n.03', 'name': 'steamer'}, {'id': 11263, 'synset': 'steamer.n.02', 'name': 'steamer'}, {'id': 11264, 'synset': 'steam_iron.n.01', 'name': 'steam_iron'}, {'id': 11265, 'synset': 'steam_locomotive.n.01', 'name': 'steam_locomotive'}, {'id': 11266, 'synset': 'steamroller.n.02', 'name': 'steamroller'}, {'id': 11267, 'synset': 'steam_shovel.n.01', 'name': 'steam_shovel'}, {'id': 11268, 'synset': 'steam_turbine.n.01', 'name': 'steam_turbine'}, {'id': 11269, 'synset': 'steam_whistle.n.01', 'name': 'steam_whistle'}, {'id': 11270, 'synset': 'steel.n.03', 'name': 'steel'}, {'id': 11271, 'synset': 'steel_arch_bridge.n.01', 'name': 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'step'}, {'id': 11287, 'synset': 'step-down_transformer.n.01', 'name': 'step-down_transformer'}, {'id': 11288, 'synset': 'step-up_transformer.n.01', 'name': 'step-up_transformer'}, {'id': 11289, 'synset': 'stereoscope.n.01', 'name': 'stereoscope'}, {'id': 11290, 'synset': 'stern_chaser.n.01', 'name': 'stern_chaser'}, {'id': 11291, 'synset': 'sternpost.n.01', 'name': 'sternpost'}, {'id': 11292, 'synset': 'sternwheeler.n.01', 'name': 'sternwheeler'}, {'id': 11293, 'synset': 'stethoscope.n.01', 'name': 'stethoscope'}, {'id': 11294, 'synset': 'stewing_pan.n.01', 'name': 'stewing_pan'}, {'id': 11295, 'synset': 'stick.n.01', 'name': 'stick'}, {'id': 11296, 'synset': 'stick.n.07', 'name': 'stick'}, {'id': 11297, 'synset': 'stick.n.03', 'name': 'stick'}, {'id': 11298, 'synset': 'stick.n.06', 'name': 'stick'}, {'id': 11299, 'synset': 'stile.n.01', 'name': 'stile'}, {'id': 11300, 'synset': 'stiletto.n.01', 'name': 'stiletto'}, {'id': 11301, 'synset': 'still.n.03', 'name': 'still'}, {'id': 11302, 'synset': 'stillroom.n.01', 'name': 'stillroom'}, {'id': 11303, 'synset': 'stillson_wrench.n.01', 'name': 'Stillson_wrench'}, {'id': 11304, 'synset': 'stilt.n.02', 'name': 'stilt'}, {'id': 11305, 'synset': 'stinger.n.03', 'name': 'Stinger'}, {'id': 11306, 'synset': 'stink_bomb.n.01', 'name': 'stink_bomb'}, {'id': 11307, 'synset': 'stirrup_pump.n.01', 'name': 'stirrup_pump'}, {'id': 11308, 'synset': 'stob.n.01', 'name': 'stob'}, {'id': 11309, 'synset': 'stock.n.03', 'name': 'stock'}, {'id': 11310, 'synset': 'stockade.n.01', 'name': 'stockade'}, {'id': 11311, 'synset': 'stockcar.n.01', 'name': 'stockcar'}, {'id': 11312, 'synset': 'stock_car.n.02', 'name': 'stock_car'}, {'id': 11313, 'synset': 'stockinet.n.01', 'name': 'stockinet'}, {'id': 11314, 'synset': 'stocking.n.01', 'name': 'stocking'}, {'id': 11315, 'synset': 'stock-in-trade.n.01', 'name': 'stock-in-trade'}, {'id': 11316, 'synset': 'stockpot.n.01', 'name': 'stockpot'}, {'id': 11317, 'synset': 'stockroom.n.01', 'name': 'stockroom'}, {'id': 11318, 'synset': 'stocks.n.03', 'name': 'stocks'}, {'id': 11319, 'synset': 'stock_saddle.n.01', 'name': 'stock_saddle'}, {'id': 11320, 'synset': 'stockyard.n.01', 'name': 'stockyard'}, {'id': 11321, 'synset': 'stole.n.01', 'name': 'stole'}, {'id': 11322, 'synset': 'stomacher.n.01', 'name': 'stomacher'}, {'id': 11323, 'synset': 'stomach_pump.n.01', 'name': 'stomach_pump'}, {'id': 11324, 'synset': 'stone_wall.n.01', 'name': 'stone_wall'}, {'id': 11325, 'synset': 'stoneware.n.01', 'name': 'stoneware'}, {'id': 11326, 'synset': 'stonework.n.01', 'name': 'stonework'}, {'id': 11327, 'synset': 'stoop.n.03', 'name': 'stoop'}, {'id': 11328, 'synset': 'stop_bath.n.01', 'name': 'stop_bath'}, {'id': 11329, 'synset': 'stopcock.n.01', 'name': 'stopcock'}, {'id': 11330, 'synset': 'stopper_knot.n.01', 'name': 'stopper_knot'}, {'id': 11331, 'synset': 'stopwatch.n.01', 'name': 'stopwatch'}, {'id': 11332, 'synset': 'storage_battery.n.01', 'name': 'storage_battery'}, {'id': 11333, 'synset': 'storage_cell.n.01', 'name': 'storage_cell'}, {'id': 11334, 'synset': 'storage_ring.n.01', 'name': 'storage_ring'}, {'id': 11335, 'synset': 'storage_space.n.01', 'name': 'storage_space'}, {'id': 11336, 'synset': 'storeroom.n.01', 'name': 'storeroom'}, {'id': 11337, 'synset': 'storm_cellar.n.01', 'name': 'storm_cellar'}, {'id': 11338, 'synset': 'storm_door.n.01', 'name': 'storm_door'}, {'id': 11339, 'synset': 'storm_window.n.01', 'name': 'storm_window'}, {'id': 11340, 'synset': 'stoup.n.02', 'name': 'stoup'}, {'id': 11341, 'synset': 'stoup.n.01', 'name': 'stoup'}, {'id': 11342, 'synset': 'stove.n.02', 'name': 'stove'}, {'id': 11343, 'synset': 'stove_bolt.n.01', 'name': 'stove_bolt'}, {'id': 11344, 'synset': 'stovepipe.n.01', 'name': 'stovepipe'}, {'id': 11345, 'synset': 'stovepipe_iron.n.01', 'name': 'stovepipe_iron'}, {'id': 11346, 'synset': 'stradavarius.n.01', 'name': 'Stradavarius'}, {'id': 11347, 'synset': 'straight_chair.n.01', 'name': 'straight_chair'}, {'id': 11348, 'synset': 'straightedge.n.01', 'name': 'straightedge'}, {'id': 11349, 'synset': 'straightener.n.01', 'name': 'straightener'}, {'id': 11350, 'synset': 'straight_flute.n.01', 'name': 'straight_flute'}, {'id': 11351, 'synset': 'straight_pin.n.01', 'name': 'straight_pin'}, {'id': 11352, 'synset': 'straight_razor.n.01', 'name': 'straight_razor'}, {'id': 11353, 'synset': 'straitjacket.n.02', 'name': 'straitjacket'}, {'id': 11354, 'synset': 'strap.n.04', 'name': 'strap'}, {'id': 11355, 'synset': 'strap_hinge.n.01', 'name': 'strap_hinge'}, {'id': 11356, 'synset': 'strapless.n.01', 'name': 'strapless'}, {'id': 11357, 'synset': 'streamer_fly.n.01', 'name': 'streamer_fly'}, {'id': 11358, 'synset': 'streamliner.n.01', 'name': 'streamliner'}, {'id': 11359, 'synset': 'street.n.01', 'name': 'street'}, {'id': 11360, 'synset': 'street.n.02', 'name': 'street'}, {'id': 11361, 'synset': 'streetcar.n.01', 'name': 'streetcar'}, {'id': 11362, 'synset': 'street_clothes.n.01', 'name': 'street_clothes'}, {'id': 11363, 'synset': 'stretcher.n.03', 'name': 'stretcher'}, {'id': 11364, 'synset': 'stretcher.n.01', 'name': 'stretcher'}, {'id': 11365, 'synset': 'stretch_pants.n.01', 'name': 'stretch_pants'}, {'id': 11366, 'synset': 'strickle.n.02', 'name': 'strickle'}, {'id': 11367, 'synset': 'strickle.n.01', 'name': 'strickle'}, {'id': 11368, 'synset': 'stringed_instrument.n.01', 'name': 'stringed_instrument'}, {'id': 11369, 'synset': 'stringer.n.04', 'name': 'stringer'}, {'id': 11370, 'synset': 'stringer.n.03', 'name': 'stringer'}, {'id': 11371, 'synset': 'string_tie.n.01', 'name': 'string_tie'}, {'id': 11372, 'synset': 'strip.n.05', 'name': 'strip'}, {'id': 11373, 'synset': 'strip_lighting.n.01', 'name': 'strip_lighting'}, {'id': 11374, 'synset': 'strip_mall.n.01', 'name': 'strip_mall'}, {'id': 11375, 'synset': 'stroboscope.n.01', 'name': 'stroboscope'}, {'id': 11376, 'synset': 'strongbox.n.01', 'name': 'strongbox'}, {'id': 11377, 'synset': 'stronghold.n.01', 'name': 'stronghold'}, {'id': 11378, 'synset': 'strongroom.n.01', 'name': 'strongroom'}, {'id': 11379, 'synset': 'strop.n.01', 'name': 'strop'}, {'id': 11380, 'synset': 'structural_member.n.01', 'name': 'structural_member'}, {'id': 11381, 'synset': 'structure.n.01', 'name': 'structure'}, {'id': 11382, 'synset': 'student_center.n.01', 'name': 'student_center'}, {'id': 11383, 'synset': 'student_lamp.n.01', 'name': 'student_lamp'}, {'id': 11384, 'synset': 'student_union.n.01', 'name': 'student_union'}, {'id': 11385, 'synset': 'stud_finder.n.01', 'name': 'stud_finder'}, {'id': 11386, 'synset': 'studio_apartment.n.01', 'name': 'studio_apartment'}, {'id': 11387, 'synset': 'studio_couch.n.01', 'name': 'studio_couch'}, {'id': 11388, 'synset': 'study.n.05', 'name': 'study'}, {'id': 11389, 'synset': 'study_hall.n.02', 'name': 'study_hall'}, {'id': 11390, 'synset': 'stuffing_nut.n.01', 'name': 'stuffing_nut'}, {'id': 11391, 'synset': 'stump.n.03', 'name': 'stump'}, {'id': 11392, 'synset': 'stun_gun.n.01', 'name': 'stun_gun'}, {'id': 11393, 'synset': 'stupa.n.01', 'name': 'stupa'}, {'id': 11394, 'synset': 'sty.n.02', 'name': 'sty'}, {'id': 11395, 'synset': 'stylus.n.01', 'name': 'stylus'}, {'id': 11396, 'synset': 'sub-assembly.n.01', 'name': 'sub-assembly'}, {'id': 11397, 'synset': 'subcompact.n.01', 'name': 'subcompact'}, {'id': 11398, 'synset': 'submachine_gun.n.01', 'name': 'submachine_gun'}, {'id': 11399, 'synset': 'submarine.n.01', 'name': 'submarine'}, {'id': 11400, 'synset': 'submarine_torpedo.n.01', 'name': 'submarine_torpedo'}, {'id': 11401, 'synset': 'submersible.n.02', 'name': 'submersible'}, {'id': 11402, 'synset': 'submersible.n.01', 'name': 'submersible'}, {'id': 11403, 'synset': 'subtracter.n.02', 'name': 'subtracter'}, {'id': 11404, 'synset': 'subway_token.n.01', 'name': 'subway_token'}, {'id': 11405, 'synset': 'subway_train.n.01', 'name': 'subway_train'}, {'id': 11406, 'synset': 'suction_cup.n.01', 'name': 'suction_cup'}, {'id': 11407, 'synset': 'suction_pump.n.01', 'name': 'suction_pump'}, {'id': 11408, 'synset': 'sudatorium.n.01', 'name': 'sudatorium'}, {'id': 11409, 'synset': 'suede_cloth.n.01', 'name': 'suede_cloth'}, {'id': 11410, 'synset': 'sugar_refinery.n.01', 'name': 'sugar_refinery'}, {'id': 11411, 'synset': 'sugar_spoon.n.01', 'name': 'sugar_spoon'}, {'id': 11412, 'synset': 'suite.n.02', 'name': 'suite'}, {'id': 11413, 'synset': 'suiting.n.01', 'name': 'suiting'}, {'id': 11414, 'synset': 'sulky.n.01', 'name': 'sulky'}, {'id': 11415, 'synset': 'summer_house.n.01', 'name': 'summer_house'}, {'id': 11416, 'synset': 'sumo_ring.n.01', 'name': 'sumo_ring'}, {'id': 11417, 'synset': 'sump.n.01', 'name': 'sump'}, {'id': 11418, 'synset': 'sump_pump.n.01', 'name': 'sump_pump'}, {'id': 11419, 'synset': 'sunbonnet.n.01', 'name': 'sunbonnet'}, {'id': 11420, 'synset': 'sunday_best.n.01', 'name': 'Sunday_best'}, {'id': 11421, 'synset': 'sun_deck.n.01', 'name': 'sun_deck'}, {'id': 11422, 'synset': 'sundial.n.01', 'name': 'sundial'}, {'id': 11423, 'synset': 'sundress.n.01', 'name': 'sundress'}, {'id': 11424, 'synset': 'sundries.n.01', 'name': 'sundries'}, {'id': 11425, 'synset': 'sun_gear.n.01', 'name': 'sun_gear'}, {'id': 11426, 'synset': 'sunglass.n.01', 'name': 'sunglass'}, {'id': 11427, 'synset': 'sunlamp.n.01', 'name': 'sunlamp'}, {'id': 11428, 'synset': 'sun_parlor.n.01', 'name': 'sun_parlor'}, {'id': 11429, 'synset': 'sunroof.n.01', 'name': 'sunroof'}, {'id': 11430, 'synset': 'sunscreen.n.01', 'name': 'sunscreen'}, {'id': 11431, 'synset': 'sunsuit.n.01', 'name': 'sunsuit'}, {'id': 11432, 'synset': 'supercharger.n.01', 'name': 'supercharger'}, {'id': 11433, 'synset': 'supercomputer.n.01', 'name': 'supercomputer'}, {'id': 11434, 'synset': 'superconducting_supercollider.n.01', 'name': 'superconducting_supercollider'}, {'id': 11435, 'synset': 'superhighway.n.02', 'name': 'superhighway'}, {'id': 11436, 'synset': 'supermarket.n.01', 'name': 'supermarket'}, {'id': 11437, 'synset': 'superstructure.n.01', 'name': 'superstructure'}, {'id': 11438, 'synset': 'supertanker.n.01', 'name': 'supertanker'}, {'id': 11439, 'synset': 'supper_club.n.01', 'name': 'supper_club'}, {'id': 11440, 'synset': 'supplejack.n.01', 'name': 'supplejack'}, {'id': 11441, 'synset': 'supply_chamber.n.01', 'name': 'supply_chamber'}, {'id': 11442, 'synset': 'supply_closet.n.01', 'name': 'supply_closet'}, {'id': 11443, 'synset': 'support.n.10', 'name': 'support'}, {'id': 11444, 'synset': 'support.n.07', 'name': 'support'}, {'id': 11445, 'synset': 'support_column.n.01', 'name': 'support_column'}, {'id': 11446, 'synset': 'support_hose.n.01', 'name': 'support_hose'}, {'id': 11447, 'synset': 'supporting_structure.n.01', 'name': 'supporting_structure'}, {'id': 11448, 'synset': 'supporting_tower.n.01', 'name': 'supporting_tower'}, {'id': 11449, 'synset': 'surcoat.n.02', 'name': 'surcoat'}, {'id': 11450, 'synset': 'surface_gauge.n.01', 'name': 'surface_gauge'}, {'id': 11451, 'synset': 'surface_lift.n.01', 'name': 'surface_lift'}, {'id': 11452, 'synset': 'surface_search_radar.n.01', 'name': 'surface_search_radar'}, {'id': 11453, 'synset': 'surface_ship.n.01', 'name': 'surface_ship'}, {'id': 11454, 'synset': 'surface-to-air_missile.n.01', 'name': 'surface-to-air_missile'}, {'id': 11455, 'synset': 'surface-to-air_missile_system.n.01', 'name': 'surface-to-air_missile_system'}, {'id': 11456, 'synset': 'surfboat.n.01', 'name': 'surfboat'}, {'id': 11457, 'synset': 'surcoat.n.01', 'name': 'surcoat'}, {'id': 11458, 'synset': "surgeon's_knot.n.01", 'name': "surgeon's_knot"}, {'id': 11459, 'synset': 'surgery.n.02', 'name': 'surgery'}, {'id': 11460, 'synset': 'surge_suppressor.n.01', 'name': 'surge_suppressor'}, {'id': 11461, 'synset': 'surgical_dressing.n.01', 'name': 'surgical_dressing'}, {'id': 11462, 'synset': 'surgical_instrument.n.01', 'name': 'surgical_instrument'}, {'id': 11463, 'synset': 'surgical_knife.n.01', 'name': 'surgical_knife'}, {'id': 11464, 'synset': 'surplice.n.01', 'name': 'surplice'}, {'id': 11465, 'synset': 'surrey.n.02', 'name': 'surrey'}, {'id': 11466, 'synset': 'surtout.n.01', 'name': 'surtout'}, {'id': 11467, 'synset': 'surveillance_system.n.01', 'name': 'surveillance_system'}, {'id': 11468, 'synset': 'surveying_instrument.n.01', 'name': 'surveying_instrument'}, {'id': 11469, 'synset': "surveyor's_level.n.01", 'name': "surveyor's_level"}, {'id': 11470, 'synset': 'sushi_bar.n.01', 'name': 'sushi_bar'}, {'id': 11471, 'synset': 'suspension.n.05', 'name': 'suspension'}, {'id': 11472, 'synset': 'suspension_bridge.n.01', 'name': 'suspension_bridge'}, {'id': 11473, 'synset': 'suspensory.n.01', 'name': 'suspensory'}, {'id': 11474, 'synset': 'sustaining_pedal.n.01', 'name': 'sustaining_pedal'}, {'id': 11475, 'synset': 'suture.n.02', 'name': 'suture'}, {'id': 11476, 'synset': 'swab.n.01', 'name': 'swab'}, {'id': 11477, 'synset': 'swaddling_clothes.n.01', 'name': 'swaddling_clothes'}, {'id': 11478, 'synset': 'swag.n.03', 'name': 'swag'}, {'id': 11479, 'synset': 'swage_block.n.01', 'name': 'swage_block'}, {'id': 11480, 'synset': 'swagger_stick.n.01', 'name': 'swagger_stick'}, {'id': 11481, 'synset': 'swallow-tailed_coat.n.01', 'name': 'swallow-tailed_coat'}, {'id': 11482, 'synset': 'swamp_buggy.n.01', 'name': 'swamp_buggy'}, {'id': 11483, 'synset': "swan's_down.n.01", 'name': "swan's_down"}, {'id': 11484, 'synset': 'swathe.n.01', 'name': 'swathe'}, {'id': 11485, 'synset': 'swatter.n.01', 'name': 'swatter'}, {'id': 11486, 'synset': 'sweat_bag.n.01', 'name': 'sweat_bag'}, {'id': 11487, 'synset': 'sweatband.n.01', 'name': 'sweatband'}, {'id': 11488, 'synset': 'sweatshop.n.01', 'name': 'sweatshop'}, {'id': 11489, 'synset': 'sweat_suit.n.01', 'name': 'sweat_suit'}, {'id': 11490, 'synset': 'sweep.n.04', 'name': 'sweep'}, {'id': 11491, 'synset': 'sweep_hand.n.01', 'name': 'sweep_hand'}, {'id': 11492, 'synset': 'swimming_trunks.n.01', 'name': 'swimming_trunks'}, {'id': 11493, 'synset': 'swing.n.02', 'name': 'swing'}, {'id': 11494, 'synset': 'swing_door.n.01', 'name': 'swing_door'}, {'id': 11495, 'synset': 'switch.n.01', 'name': 'switch'}, {'id': 11496, 'synset': 'switchblade.n.01', 'name': 'switchblade'}, {'id': 11497, 'synset': 'switch_engine.n.01', 'name': 'switch_engine'}, {'id': 11498, 'synset': 'swivel.n.01', 'name': 'swivel'}, {'id': 11499, 'synset': 'swivel_chair.n.01', 'name': 'swivel_chair'}, {'id': 11500, 'synset': 'swizzle_stick.n.01', 'name': 'swizzle_stick'}, {'id': 11501, 'synset': 'sword_cane.n.01', 'name': 'sword_cane'}, {'id': 11502, 'synset': 's_wrench.n.01', 'name': 'S_wrench'}, {'id': 11503, 'synset': 'synagogue.n.01', 'name': 'synagogue'}, {'id': 11504, 'synset': 'synchrocyclotron.n.01', 'name': 'synchrocyclotron'}, {'id': 11505, 'synset': 'synchroflash.n.01', 'name': 'synchroflash'}, {'id': 11506, 'synset': 'synchromesh.n.01', 'name': 'synchromesh'}, {'id': 11507, 'synset': 'synchronous_converter.n.01', 'name': 'synchronous_converter'}, {'id': 11508, 'synset': 'synchronous_motor.n.01', 'name': 'synchronous_motor'}, {'id': 11509, 'synset': 'synchrotron.n.01', 'name': 'synchrotron'}, {'id': 11510, 'synset': 'synchroscope.n.01', 'name': 'synchroscope'}, {'id': 11511, 'synset': 'synthesizer.n.02', 'name': 'synthesizer'}, {'id': 11512, 'synset': 'system.n.01', 'name': 'system'}, {'id': 11513, 'synset': 'tabard.n.01', 'name': 'tabard'}, {'id': 11514, 'synset': 'tabernacle.n.02', 'name': 'Tabernacle'}, {'id': 11515, 'synset': 'tabi.n.01', 'name': 'tabi'}, {'id': 11516, 'synset': 'tab_key.n.01', 'name': 'tab_key'}, {'id': 11517, 'synset': 'table.n.03', 'name': 'table'}, {'id': 11518, 'synset': 'tablefork.n.01', 'name': 'tablefork'}, {'id': 11519, 'synset': 'table_knife.n.01', 'name': 'table_knife'}, {'id': 11520, 'synset': 'table_saw.n.01', 'name': 'table_saw'}, {'id': 11521, 'synset': 'tablespoon.n.02', 'name': 'tablespoon'}, {'id': 11522, 'synset': 'tablet-armed_chair.n.01', 'name': 'tablet-armed_chair'}, {'id': 11523, 'synset': 'table-tennis_racquet.n.01', 'name': 'table-tennis_racquet'}, {'id': 11524, 'synset': 'tabletop.n.01', 'name': 'tabletop'}, {'id': 11525, 'synset': 'tableware.n.01', 'name': 'tableware'}, {'id': 11526, 'synset': 'tabor.n.01', 'name': 'tabor'}, {'id': 11527, 'synset': 'taboret.n.01', 'name': 'taboret'}, {'id': 11528, 'synset': 'tachistoscope.n.01', 'name': 'tachistoscope'}, {'id': 11529, 'synset': 'tachograph.n.01', 'name': 'tachograph'}, {'id': 11530, 'synset': 'tachymeter.n.01', 'name': 'tachymeter'}, {'id': 11531, 'synset': 'tack.n.02', 'name': 'tack'}, {'id': 11532, 'synset': 'tack_hammer.n.01', 'name': 'tack_hammer'}, {'id': 11533, 'synset': 'taffeta.n.01', 'name': 'taffeta'}, {'id': 11534, 'synset': 'taffrail.n.01', 'name': 'taffrail'}, {'id': 11535, 'synset': 'tailgate.n.01', 'name': 'tailgate'}, {'id': 11536, 'synset': 'tailor-made.n.01', 'name': 'tailor-made'}, {'id': 11537, 'synset': "tailor's_chalk.n.01", 'name': "tailor's_chalk"}, {'id': 11538, 'synset': 'tailpipe.n.01', 'name': 'tailpipe'}, {'id': 11539, 'synset': 'tail_rotor.n.01', 'name': 'tail_rotor'}, {'id': 11540, 'synset': 'tailstock.n.01', 'name': 'tailstock'}, {'id': 11541, 'synset': 'take-up.n.01', 'name': 'take-up'}, {'id': 11542, 'synset': 'talaria.n.01', 'name': 'talaria'}, {'id': 11543, 'synset': 'talcum.n.02', 'name': 'talcum'}, {'id': 11544, 'synset': 'tam.n.01', 'name': 'tam'}, {'id': 11545, 'synset': 'tambour.n.02', 'name': 'tambour'}, {'id': 11546, 'synset': 'tambour.n.01', 'name': 'tambour'}, {'id': 11547, 'synset': 'tammy.n.01', 'name': 'tammy'}, {'id': 11548, 'synset': 'tamp.n.01', 'name': 'tamp'}, {'id': 11549, 'synset': 'tampax.n.01', 'name': 'Tampax'}, {'id': 11550, 'synset': 'tampion.n.01', 'name': 'tampion'}, {'id': 11551, 'synset': 'tampon.n.01', 'name': 'tampon'}, {'id': 11552, 'synset': 'tandoor.n.01', 'name': 'tandoor'}, {'id': 11553, 'synset': 'tangram.n.01', 'name': 'tangram'}, {'id': 11554, 'synset': 'tankard.n.01', 'name': 'tankard'}, {'id': 11555, 'synset': 'tank_car.n.01', 'name': 'tank_car'}, {'id': 11556, 'synset': 'tank_destroyer.n.01', 'name': 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'name': 'target'}, {'id': 11573, 'synset': 'target_acquisition_system.n.01', 'name': 'target_acquisition_system'}, {'id': 11574, 'synset': 'tarmacadam.n.02', 'name': 'tarmacadam'}, {'id': 11575, 'synset': 'tasset.n.01', 'name': 'tasset'}, {'id': 11576, 'synset': 'tattoo.n.02', 'name': 'tattoo'}, {'id': 11577, 'synset': 'tavern.n.01', 'name': 'tavern'}, {'id': 11578, 'synset': 'tawse.n.01', 'name': 'tawse'}, {'id': 11579, 'synset': 'taximeter.n.01', 'name': 'taximeter'}, {'id': 11580, 'synset': 't-bar_lift.n.01', 'name': 'T-bar_lift'}, {'id': 11581, 'synset': 'tea_bag.n.02', 'name': 'tea_bag'}, {'id': 11582, 'synset': 'tea_ball.n.01', 'name': 'tea_ball'}, {'id': 11583, 'synset': 'tea_cart.n.01', 'name': 'tea_cart'}, {'id': 11584, 'synset': 'tea_chest.n.01', 'name': 'tea_chest'}, {'id': 11585, 'synset': 'teaching_aid.n.01', 'name': 'teaching_aid'}, {'id': 11586, 'synset': 'tea_gown.n.01', 'name': 'tea_gown'}, {'id': 11587, 'synset': 'tea_maker.n.01', 'name': 'tea_maker'}, {'id': 11588, 'synset': 'teashop.n.01', 'name': 'teashop'}, {'id': 11589, 'synset': 'teaspoon.n.02', 'name': 'teaspoon'}, {'id': 11590, 'synset': 'tea-strainer.n.01', 'name': 'tea-strainer'}, {'id': 11591, 'synset': 'tea_table.n.01', 'name': 'tea_table'}, {'id': 11592, 'synset': 'tea_tray.n.01', 'name': 'tea_tray'}, {'id': 11593, 'synset': 'tea_urn.n.01', 'name': 'tea_urn'}, {'id': 11594, 'synset': 'tee.n.03', 'name': 'tee'}, {'id': 11595, 'synset': 'tee_hinge.n.01', 'name': 'tee_hinge'}, {'id': 11596, 'synset': 'telecom_hotel.n.01', 'name': 'telecom_hotel'}, {'id': 11597, 'synset': 'telecommunication_system.n.01', 'name': 'telecommunication_system'}, {'id': 11598, 'synset': 'telegraph.n.01', 'name': 'telegraph'}, {'id': 11599, 'synset': 'telegraph_key.n.01', 'name': 'telegraph_key'}, {'id': 11600, 'synset': 'telemeter.n.01', 'name': 'telemeter'}, {'id': 11601, 'synset': 'telephone_bell.n.01', 'name': 'telephone_bell'}, {'id': 11602, 'synset': 'telephone_cord.n.01', 'name': 'telephone_cord'}, {'id': 11603, 'synset': 'telephone_jack.n.01', 'name': 'telephone_jack'}, {'id': 11604, 'synset': 'telephone_line.n.02', 'name': 'telephone_line'}, {'id': 11605, 'synset': 'telephone_plug.n.01', 'name': 'telephone_plug'}, {'id': 11606, 'synset': 'telephone_receiver.n.01', 'name': 'telephone_receiver'}, {'id': 11607, 'synset': 'telephone_system.n.01', 'name': 'telephone_system'}, {'id': 11608, 'synset': 'telephone_wire.n.01', 'name': 'telephone_wire'}, {'id': 11609, 'synset': 'teleprompter.n.01', 'name': 'Teleprompter'}, {'id': 11610, 'synset': 'telescope.n.01', 'name': 'telescope'}, {'id': 11611, 'synset': 'telescopic_sight.n.01', 'name': 'telescopic_sight'}, {'id': 11612, 'synset': 'telethermometer.n.01', 'name': 'telethermometer'}, {'id': 11613, 'synset': 'teletypewriter.n.01', 'name': 'teletypewriter'}, {'id': 11614, 'synset': 'television.n.02', 'name': 'television'}, {'id': 11615, 'synset': 'television_antenna.n.01', 'name': 'television_antenna'}, {'id': 11616, 'synset': 'television_equipment.n.01', 'name': 'television_equipment'}, {'id': 11617, 'synset': 'television_monitor.n.01', 'name': 'television_monitor'}, {'id': 11618, 'synset': 'television_room.n.01', 'name': 'television_room'}, {'id': 11619, 'synset': 'television_transmitter.n.01', 'name': 'television_transmitter'}, {'id': 11620, 'synset': 'telpher.n.01', 'name': 'telpher'}, {'id': 11621, 'synset': 'telpherage.n.01', 'name': 'telpherage'}, {'id': 11622, 'synset': 'tempera.n.01', 'name': 'tempera'}, {'id': 11623, 'synset': 'temple.n.01', 'name': 'temple'}, {'id': 11624, 'synset': 'temple.n.03', 'name': 'temple'}, {'id': 11625, 'synset': 'temporary_hookup.n.01', 'name': 'temporary_hookup'}, {'id': 11626, 'synset': 'tender.n.06', 'name': 'tender'}, {'id': 11627, 'synset': 'tender.n.05', 'name': 'tender'}, {'id': 11628, 'synset': 'tender.n.04', 'name': 'tender'}, {'id': 11629, 'synset': 'tenement.n.01', 'name': 'tenement'}, {'id': 11630, 'synset': 'tennis_camp.n.01', 'name': 'tennis_camp'}, {'id': 11631, 'synset': 'tenon.n.01', 'name': 'tenon'}, {'id': 11632, 'synset': 'tenor_drum.n.01', 'name': 'tenor_drum'}, {'id': 11633, 'synset': 'tenoroon.n.01', 'name': 'tenoroon'}, {'id': 11634, 'synset': 'tenpenny_nail.n.01', 'name': 'tenpenny_nail'}, {'id': 11635, 'synset': 'tenpin.n.01', 'name': 'tenpin'}, {'id': 11636, 'synset': 'tensimeter.n.01', 'name': 'tensimeter'}, {'id': 11637, 'synset': 'tensiometer.n.03', 'name': 'tensiometer'}, {'id': 11638, 'synset': 'tensiometer.n.02', 'name': 'tensiometer'}, {'id': 11639, 'synset': 'tensiometer.n.01', 'name': 'tensiometer'}, {'id': 11640, 'synset': 'tent.n.01', 'name': 'tent'}, {'id': 11641, 'synset': 'tenter.n.01', 'name': 'tenter'}, {'id': 11642, 'synset': 'tenterhook.n.01', 'name': 'tenterhook'}, {'id': 11643, 'synset': 'tent-fly.n.01', 'name': 'tent-fly'}, {'id': 11644, 'synset': 'tent_peg.n.01', 'name': 'tent_peg'}, {'id': 11645, 'synset': 'tepee.n.01', 'name': 'tepee'}, {'id': 11646, 'synset': 'terminal.n.02', 'name': 'terminal'}, {'id': 11647, 'synset': 'terminal.n.04', 'name': 'terminal'}, {'id': 11648, 'synset': 'terraced_house.n.01', 'name': 'terraced_house'}, {'id': 11649, 'synset': 'terra_cotta.n.01', 'name': 'terra_cotta'}, {'id': 11650, 'synset': 'terrarium.n.01', 'name': 'terrarium'}, {'id': 11651, 'synset': 'terra_sigillata.n.01', 'name': 'terra_sigillata'}, {'id': 11652, 'synset': 'terry.n.02', 'name': 'terry'}, {'id': 11653, 'synset': 'tesla_coil.n.01', 'name': 'Tesla_coil'}, {'id': 11654, 'synset': 'tessera.n.01', 'name': 'tessera'}, {'id': 11655, 'synset': 'test_equipment.n.01', 'name': 'test_equipment'}, {'id': 11656, 'synset': 'test_rocket.n.01', 'name': 'test_rocket'}, {'id': 11657, 'synset': 'test_room.n.01', 'name': 'test_room'}, {'id': 11658, 'synset': 'testudo.n.01', 'name': 'testudo'}, {'id': 11659, 'synset': 'tetraskelion.n.01', 'name': 'tetraskelion'}, {'id': 11660, 'synset': 'tetrode.n.01', 'name': 'tetrode'}, {'id': 11661, 'synset': 'textile_machine.n.01', 'name': 'textile_machine'}, {'id': 11662, 'synset': 'textile_mill.n.01', 'name': 'textile_mill'}, {'id': 11663, 'synset': 'thatch.n.04', 'name': 'thatch'}, {'id': 11664, 'synset': 'theater.n.01', 'name': 'theater'}, {'id': 11665, 'synset': 'theater_curtain.n.01', 'name': 'theater_curtain'}, {'id': 11666, 'synset': 'theater_light.n.01', 'name': 'theater_light'}, {'id': 11667, 'synset': 'theodolite.n.01', 'name': 'theodolite'}, {'id': 11668, 'synset': 'theremin.n.01', 'name': 'theremin'}, {'id': 11669, 'synset': 'thermal_printer.n.01', 'name': 'thermal_printer'}, {'id': 11670, 'synset': 'thermal_reactor.n.01', 'name': 'thermal_reactor'}, {'id': 11671, 'synset': 'thermocouple.n.01', 'name': 'thermocouple'}, {'id': 11672, 'synset': 'thermoelectric_thermometer.n.01', 'name': 'thermoelectric_thermometer'}, {'id': 11673, 'synset': 'thermograph.n.02', 'name': 'thermograph'}, {'id': 11674, 'synset': 'thermograph.n.01', 'name': 'thermograph'}, {'id': 11675, 'synset': 'thermohydrometer.n.01', 'name': 'thermohydrometer'}, {'id': 11676, 'synset': 'thermojunction.n.01', 'name': 'thermojunction'}, {'id': 11677, 'synset': 'thermonuclear_reactor.n.01', 'name': 'thermonuclear_reactor'}, {'id': 11678, 'synset': 'thermopile.n.01', 'name': 'thermopile'}, {'id': 11679, 'synset': 'thigh_pad.n.01', 'name': 'thigh_pad'}, {'id': 11680, 'synset': 'thill.n.01', 'name': 'thill'}, {'id': 11681, 'synset': 'thinning_shears.n.01', 'name': 'thinning_shears'}, {'id': 11682, 'synset': 'third_base.n.01', 'name': 'third_base'}, {'id': 11683, 'synset': 'third_gear.n.01', 'name': 'third_gear'}, {'id': 11684, 'synset': 'third_rail.n.01', 'name': 'third_rail'}, {'id': 11685, 'synset': 'thong.n.03', 'name': 'thong'}, {'id': 11686, 'synset': 'thong.n.02', 'name': 'thong'}, {'id': 11687, 'synset': 'three-centered_arch.n.01', 'name': 'three-centered_arch'}, {'id': 11688, 'synset': 'three-decker.n.02', 'name': 'three-decker'}, {'id': 11689, 'synset': 'three-dimensional_radar.n.01', 'name': 'three-dimensional_radar'}, {'id': 11690, 'synset': 'three-piece_suit.n.01', 'name': 'three-piece_suit'}, {'id': 11691, 'synset': 'three-quarter_binding.n.01', 'name': 'three-quarter_binding'}, {'id': 11692, 'synset': 'three-way_switch.n.01', 'name': 'three-way_switch'}, {'id': 11693, 'synset': 'thresher.n.01', 'name': 'thresher'}, {'id': 11694, 'synset': 'threshing_floor.n.01', 'name': 'threshing_floor'}, {'id': 11695, 'synset': 'thriftshop.n.01', 'name': 'thriftshop'}, {'id': 11696, 'synset': 'throat_protector.n.01', 'name': 'throat_protector'}, {'id': 11697, 'synset': 'throne.n.01', 'name': 'throne'}, {'id': 11698, 'synset': 'thrust_bearing.n.01', 'name': 'thrust_bearing'}, {'id': 11699, 'synset': 'thruster.n.02', 'name': 'thruster'}, {'id': 11700, 'synset': 'thumb.n.02', 'name': 'thumb'}, {'id': 11701, 'synset': 'thumbhole.n.02', 'name': 'thumbhole'}, {'id': 11702, 'synset': 'thumbscrew.n.02', 'name': 'thumbscrew'}, {'id': 11703, 'synset': 'thumbstall.n.01', 'name': 'thumbstall'}, {'id': 11704, 'synset': 'thunderer.n.02', 'name': 'thunderer'}, {'id': 11705, 'synset': 'thwart.n.01', 'name': 'thwart'}, {'id': 11706, 'synset': 'ticking.n.02', 'name': 'ticking'}, {'id': 11707, 'synset': 'tickler_coil.n.01', 'name': 'tickler_coil'}, {'id': 11708, 'synset': 'tie.n.04', 'name': 'tie'}, {'id': 11709, 'synset': 'tie.n.08', 'name': 'tie'}, {'id': 11710, 'synset': 'tie_rack.n.01', 'name': 'tie_rack'}, {'id': 11711, 'synset': 'tie_rod.n.01', 'name': 'tie_rod'}, {'id': 11712, 'synset': 'tile.n.01', 'name': 'tile'}, {'id': 11713, 'synset': 'tile_cutter.n.01', 'name': 'tile_cutter'}, {'id': 11714, 'synset': 'tile_roof.n.01', 'name': 'tile_roof'}, {'id': 11715, 'synset': 'tiller.n.03', 'name': 'tiller'}, {'id': 11716, 'synset': 'tilter.n.02', 'name': 'tilter'}, {'id': 11717, 'synset': 'tilt-top_table.n.01', 'name': 'tilt-top_table'}, {'id': 11718, 'synset': 'timber.n.02', 'name': 'timber'}, {'id': 11719, 'synset': 'timber.n.03', 'name': 'timber'}, {'id': 11720, 'synset': 'timber_hitch.n.01', 'name': 'timber_hitch'}, {'id': 11721, 'synset': 'timbrel.n.01', 'name': 'timbrel'}, {'id': 11722, 'synset': 'time_bomb.n.02', 'name': 'time_bomb'}, {'id': 11723, 'synset': 'time_capsule.n.01', 'name': 'time_capsule'}, {'id': 11724, 'synset': 'time_clock.n.01', 'name': 'time_clock'}, {'id': 11725, 'synset': 'time-delay_measuring_instrument.n.01', 'name': 'time-delay_measuring_instrument'}, {'id': 11726, 'synset': 'time-fuse.n.01', 'name': 'time-fuse'}, {'id': 11727, 'synset': 'timepiece.n.01', 'name': 'timepiece'}, {'id': 11728, 'synset': 'timer.n.03', 'name': 'timer'}, {'id': 11729, 'synset': 'time-switch.n.01', 'name': 'time-switch'}, {'id': 11730, 'synset': 'tin.n.02', 'name': 'tin'}, {'id': 11731, 'synset': 'tinderbox.n.02', 'name': 'tinderbox'}, {'id': 11732, 'synset': 'tine.n.01', 'name': 'tine'}, {'id': 11733, 'synset': 'tippet.n.01', 'name': 'tippet'}, {'id': 11734, 'synset': 'tire_chain.n.01', 'name': 'tire_chain'}, {'id': 11735, 'synset': 'tire_iron.n.01', 'name': 'tire_iron'}, {'id': 11736, 'synset': 'titfer.n.01', 'name': 'titfer'}, {'id': 11737, 'synset': 'tithe_barn.n.01', 'name': 'tithe_barn'}, {'id': 11738, 'synset': 'titrator.n.01', 'name': 'titrator'}, {'id': 11739, 'synset': 'toasting_fork.n.01', 'name': 'toasting_fork'}, {'id': 11740, 'synset': 'toastrack.n.01', 'name': 'toastrack'}, {'id': 11741, 'synset': 'tobacco_pouch.n.01', 'name': 'tobacco_pouch'}, {'id': 11742, 'synset': 'tobacco_shop.n.01', 'name': 'tobacco_shop'}, {'id': 11743, 'synset': 'toboggan.n.01', 'name': 'toboggan'}, {'id': 11744, 'synset': 'toby.n.01', 'name': 'toby'}, {'id': 11745, 'synset': 'tocsin.n.02', 'name': 'tocsin'}, {'id': 11746, 'synset': 'toe.n.02', 'name': 'toe'}, {'id': 11747, 'synset': 'toecap.n.01', 'name': 'toecap'}, {'id': 11748, 'synset': 'toehold.n.02', 'name': 'toehold'}, {'id': 11749, 'synset': 'toga.n.01', 'name': 'toga'}, {'id': 11750, 'synset': 'toga_virilis.n.01', 'name': 'toga_virilis'}, {'id': 11751, 'synset': 'toggle.n.03', 'name': 'toggle'}, {'id': 11752, 'synset': 'toggle_bolt.n.01', 'name': 'toggle_bolt'}, {'id': 11753, 'synset': 'toggle_joint.n.01', 'name': 'toggle_joint'}, {'id': 11754, 'synset': 'toggle_switch.n.01', 'name': 'toggle_switch'}, {'id': 11755, 'synset': 'togs.n.01', 'name': 'togs'}, {'id': 11756, 'synset': 'toilet.n.01', 'name': 'toilet'}, {'id': 11757, 'synset': 'toilet_bag.n.01', 'name': 'toilet_bag'}, {'id': 11758, 'synset': 'toilet_bowl.n.01', 'name': 'toilet_bowl'}, {'id': 11759, 'synset': 'toilet_kit.n.01', 'name': 'toilet_kit'}, {'id': 11760, 'synset': 'toilet_powder.n.01', 'name': 'toilet_powder'}, {'id': 11761, 'synset': 'toiletry.n.01', 'name': 'toiletry'}, {'id': 11762, 'synset': 'toilet_seat.n.01', 'name': 'toilet_seat'}, {'id': 11763, 'synset': 'toilet_water.n.01', 'name': 'toilet_water'}, {'id': 11764, 'synset': 'tokamak.n.01', 'name': 'tokamak'}, {'id': 11765, 'synset': 'token.n.03', 'name': 'token'}, {'id': 11766, 'synset': 'tollbooth.n.01', 'name': 'tollbooth'}, {'id': 11767, 'synset': 'toll_bridge.n.01', 'name': 'toll_bridge'}, {'id': 11768, 'synset': 'tollgate.n.01', 'name': 'tollgate'}, {'id': 11769, 'synset': 'toll_line.n.01', 'name': 'toll_line'}, {'id': 11770, 'synset': 'tomahawk.n.01', 'name': 'tomahawk'}, {'id': 11771, 'synset': 'tommy_gun.n.01', 'name': 'Tommy_gun'}, {'id': 11772, 'synset': 'tomograph.n.01', 'name': 'tomograph'}, {'id': 11773, 'synset': 'tone_arm.n.01', 'name': 'tone_arm'}, {'id': 11774, 'synset': 'toner.n.03', 'name': 'toner'}, {'id': 11775, 'synset': 'tongue.n.07', 'name': 'tongue'}, {'id': 11776, 'synset': 'tongue_and_groove_joint.n.01', 'name': 'tongue_and_groove_joint'}, {'id': 11777, 'synset': 'tongue_depressor.n.01', 'name': 'tongue_depressor'}, {'id': 11778, 'synset': 'tonometer.n.01', 'name': 'tonometer'}, {'id': 11779, 'synset': 'tool.n.01', 'name': 'tool'}, {'id': 11780, 'synset': 'tool_bag.n.01', 'name': 'tool_bag'}, {'id': 11781, 'synset': 'toolshed.n.01', 'name': 'toolshed'}, {'id': 11782, 'synset': 'tooth.n.02', 'name': 'tooth'}, {'id': 11783, 'synset': 'tooth.n.05', 'name': 'tooth'}, {'id': 11784, 'synset': 'top.n.10', 'name': 'top'}, {'id': 11785, 'synset': 'topgallant.n.02', 'name': 'topgallant'}, {'id': 11786, 'synset': 'topgallant.n.01', 'name': 'topgallant'}, {'id': 11787, 'synset': 'topiary.n.01', 'name': 'topiary'}, {'id': 11788, 'synset': 'topknot.n.01', 'name': 'topknot'}, {'id': 11789, 'synset': 'topmast.n.01', 'name': 'topmast'}, {'id': 11790, 'synset': 'topper.n.05', 'name': 'topper'}, {'id': 11791, 'synset': 'topsail.n.01', 'name': 'topsail'}, {'id': 11792, 'synset': 'toque.n.01', 'name': 'toque'}, {'id': 11793, 'synset': 'torch.n.01', 'name': 'torch'}, {'id': 11794, 'synset': 'torpedo.n.06', 'name': 'torpedo'}, {'id': 11795, 'synset': 'torpedo.n.05', 'name': 'torpedo'}, {'id': 11796, 'synset': 'torpedo.n.03', 'name': 'torpedo'}, {'id': 11797, 'synset': 'torpedo_boat.n.01', 'name': 'torpedo_boat'}, {'id': 11798, 'synset': 'torpedo-boat_destroyer.n.01', 'name': 'torpedo-boat_destroyer'}, {'id': 11799, 'synset': 'torpedo_tube.n.01', 'name': 'torpedo_tube'}, {'id': 11800, 'synset': 'torque_converter.n.01', 'name': 'torque_converter'}, {'id': 11801, 'synset': 'torque_wrench.n.01', 'name': 'torque_wrench'}, {'id': 11802, 'synset': 'torture_chamber.n.01', 'name': 'torture_chamber'}, {'id': 11803, 'synset': 'totem_pole.n.01', 'name': 'totem_pole'}, {'id': 11804, 'synset': 'touch_screen.n.01', 'name': 'touch_screen'}, {'id': 11805, 'synset': 'toupee.n.01', 'name': 'toupee'}, {'id': 11806, 'synset': 'touring_car.n.01', 'name': 'touring_car'}, {'id': 11807, 'synset': 'tourist_class.n.01', 'name': 'tourist_class'}, {'id': 11808, 'synset': 'toweling.n.01', 'name': 'toweling'}, {'id': 11809, 'synset': 'towel_rail.n.01', 'name': 'towel_rail'}, {'id': 11810, 'synset': 'tower.n.01', 'name': 'tower'}, {'id': 11811, 'synset': 'town_hall.n.01', 'name': 'town_hall'}, {'id': 11812, 'synset': 'towpath.n.01', 'name': 'towpath'}, {'id': 11813, 'synset': 'toy_box.n.01', 'name': 'toy_box'}, {'id': 11814, 'synset': 'toyshop.n.01', 'name': 'toyshop'}, {'id': 11815, 'synset': 'trace_detector.n.01', 'name': 'trace_detector'}, {'id': 11816, 'synset': 'track.n.09', 'name': 'track'}, {'id': 11817, 'synset': 'track.n.08', 'name': 'track'}, {'id': 11818, 'synset': 'trackball.n.01', 'name': 'trackball'}, {'id': 11819, 'synset': 'tracked_vehicle.n.01', 'name': 'tracked_vehicle'}, {'id': 11820, 'synset': 'tract_house.n.01', 'name': 'tract_house'}, {'id': 11821, 'synset': 'tract_housing.n.01', 'name': 'tract_housing'}, {'id': 11822, 'synset': 'traction_engine.n.01', 'name': 'traction_engine'}, {'id': 11823, 'synset': 'tractor.n.02', 'name': 'tractor'}, {'id': 11824, 'synset': 'trailer.n.04', 'name': 'trailer'}, {'id': 11825, 'synset': 'trailer.n.03', 'name': 'trailer'}, {'id': 11826, 'synset': 'trailer_camp.n.01', 'name': 'trailer_camp'}, {'id': 11827, 'synset': 'trailing_edge.n.01', 'name': 'trailing_edge'}, {'id': 11828, 'synset': 'tramline.n.01', 'name': 'tramline'}, {'id': 11829, 'synset': 'trammel.n.02', 'name': 'trammel'}, {'id': 11830, 'synset': 'tramp_steamer.n.01', 'name': 'tramp_steamer'}, {'id': 11831, 'synset': 'tramway.n.01', 'name': 'tramway'}, {'id': 11832, 'synset': 'transdermal_patch.n.01', 'name': 'transdermal_patch'}, {'id': 11833, 'synset': 'transept.n.01', 'name': 'transept'}, {'id': 11834, 'synset': 'transformer.n.01', 'name': 'transformer'}, {'id': 11835, 'synset': 'transistor.n.01', 'name': 'transistor'}, {'id': 11836, 'synset': 'transit_instrument.n.01', 'name': 'transit_instrument'}, {'id': 11837, 'synset': 'transmission.n.05', 'name': 'transmission'}, {'id': 11838, 'synset': 'transmission_shaft.n.01', 'name': 'transmission_shaft'}, {'id': 11839, 'synset': 'transmitter.n.03', 'name': 'transmitter'}, {'id': 11840, 'synset': 'transom.n.02', 'name': 'transom'}, {'id': 11841, 'synset': 'transom.n.01', 'name': 'transom'}, {'id': 11842, 'synset': 'transponder.n.01', 'name': 'transponder'}, {'id': 11843, 'synset': 'transporter.n.02', 'name': 'transporter'}, {'id': 11844, 'synset': 'transporter.n.01', 'name': 'transporter'}, {'id': 11845, 'synset': 'transport_ship.n.01', 'name': 'transport_ship'}, {'id': 11846, 'synset': 'trap.n.01', 'name': 'trap'}, {'id': 11847, 'synset': 'trap_door.n.01', 'name': 'trap_door'}, {'id': 11848, 'synset': 'trapeze.n.01', 'name': 'trapeze'}, {'id': 11849, 'synset': 'trave.n.01', 'name': 'trave'}, {'id': 11850, 'synset': 'travel_iron.n.01', 'name': 'travel_iron'}, {'id': 11851, 'synset': 'trawl.n.02', 'name': 'trawl'}, {'id': 11852, 'synset': 'trawl.n.01', 'name': 'trawl'}, {'id': 11853, 'synset': 'trawler.n.02', 'name': 'trawler'}, {'id': 11854, 'synset': 'tray_cloth.n.01', 'name': 'tray_cloth'}, {'id': 11855, 'synset': 'tread.n.04', 'name': 'tread'}, {'id': 11856, 'synset': 'tread.n.03', 'name': 'tread'}, {'id': 11857, 'synset': 'treadmill.n.02', 'name': 'treadmill'}, {'id': 11858, 'synset': 'treadmill.n.01', 'name': 'treadmill'}, {'id': 11859, 'synset': 'treasure_chest.n.01', 'name': 'treasure_chest'}, {'id': 11860, 'synset': 'treasure_ship.n.01', 'name': 'treasure_ship'}, {'id': 11861, 'synset': 'treenail.n.01', 'name': 'treenail'}, {'id': 11862, 'synset': 'trefoil_arch.n.01', 'name': 'trefoil_arch'}, {'id': 11863, 'synset': 'trellis.n.01', 'name': 'trellis'}, {'id': 11864, 'synset': 'trench.n.01', 'name': 'trench'}, {'id': 11865, 'synset': 'trench_knife.n.01', 'name': 'trench_knife'}, {'id': 11866, 'synset': 'trepan.n.02', 'name': 'trepan'}, {'id': 11867, 'synset': 'trepan.n.01', 'name': 'trepan'}, {'id': 11868, 'synset': 'trestle.n.02', 'name': 'trestle'}, {'id': 11869, 'synset': 'trestle.n.01', 'name': 'trestle'}, {'id': 11870, 'synset': 'trestle_bridge.n.01', 'name': 'trestle_bridge'}, {'id': 11871, 'synset': 'trestle_table.n.01', 'name': 'trestle_table'}, {'id': 11872, 'synset': 'trestlework.n.01', 'name': 'trestlework'}, {'id': 11873, 'synset': 'trews.n.01', 'name': 'trews'}, {'id': 11874, 'synset': 'trial_balloon.n.02', 'name': 'trial_balloon'}, {'id': 11875, 'synset': 'triangle.n.04', 'name': 'triangle'}, {'id': 11876, 'synset': 'triclinium.n.02', 'name': 'triclinium'}, {'id': 11877, 'synset': 'triclinium.n.01', 'name': 'triclinium'}, {'id': 11878, 'synset': 'tricorn.n.01', 'name': 'tricorn'}, {'id': 11879, 'synset': 'tricot.n.01', 'name': 'tricot'}, {'id': 11880, 'synset': 'trident.n.01', 'name': 'trident'}, {'id': 11881, 'synset': 'trigger.n.02', 'name': 'trigger'}, {'id': 11882, 'synset': 'trimaran.n.01', 'name': 'trimaran'}, {'id': 11883, 'synset': 'trimmer.n.02', 'name': 'trimmer'}, {'id': 11884, 'synset': 'trimmer_arch.n.01', 'name': 'trimmer_arch'}, {'id': 11885, 'synset': 'triode.n.01', 'name': 'triode'}, {'id': 11886, 'synset': 'triptych.n.01', 'name': 'triptych'}, {'id': 11887, 'synset': 'trip_wire.n.02', 'name': 'trip_wire'}, {'id': 11888, 'synset': 'trireme.n.01', 'name': 'trireme'}, {'id': 11889, 'synset': 'triskelion.n.01', 'name': 'triskelion'}, {'id': 11890, 'synset': 'triumphal_arch.n.01', 'name': 'triumphal_arch'}, {'id': 11891, 'synset': 'trivet.n.02', 'name': 'trivet'}, {'id': 11892, 'synset': 'trivet.n.01', 'name': 'trivet'}, {'id': 11893, 'synset': 'troika.n.01', 'name': 'troika'}, {'id': 11894, 'synset': 'troll.n.03', 'name': 'troll'}, {'id': 11895, 'synset': 'trolleybus.n.01', 'name': 'trolleybus'}, {'id': 11896, 'synset': 'trombone.n.01', 'name': 'trombone'}, {'id': 11897, 'synset': 'troop_carrier.n.01', 'name': 'troop_carrier'}, {'id': 11898, 'synset': 'troopship.n.01', 'name': 'troopship'}, {'id': 11899, 'synset': 'trophy_case.n.01', 'name': 'trophy_case'}, {'id': 11900, 'synset': 'trough.n.05', 'name': 'trough'}, {'id': 11901, 'synset': 'trouser.n.02', 'name': 'trouser'}, {'id': 11902, 'synset': 'trouser_cuff.n.01', 'name': 'trouser_cuff'}, {'id': 11903, 'synset': 'trouser_press.n.01', 'name': 'trouser_press'}, {'id': 11904, 'synset': 'trousseau.n.01', 'name': 'trousseau'}, {'id': 11905, 'synset': 'trowel.n.01', 'name': 'trowel'}, {'id': 11906, 'synset': 'trumpet_arch.n.01', 'name': 'trumpet_arch'}, {'id': 11907, 'synset': 'truncheon.n.01', 'name': 'truncheon'}, {'id': 11908, 'synset': 'trundle_bed.n.01', 'name': 'trundle_bed'}, {'id': 11909, 'synset': 'trunk_hose.n.01', 'name': 'trunk_hose'}, {'id': 11910, 'synset': 'trunk_lid.n.01', 'name': 'trunk_lid'}, {'id': 11911, 'synset': 'trunk_line.n.02', 'name': 'trunk_line'}, {'id': 11912, 'synset': 'truss.n.02', 'name': 'truss'}, {'id': 11913, 'synset': 'truss_bridge.n.01', 'name': 'truss_bridge'}, {'id': 11914, 'synset': 'try_square.n.01', 'name': 'try_square'}, {'id': 11915, 'synset': 't-square.n.01', 'name': 'T-square'}, {'id': 11916, 'synset': 'tube.n.02', 'name': 'tube'}, {'id': 11917, 'synset': 'tuck_box.n.01', 'name': 'tuck_box'}, {'id': 11918, 'synset': 'tucker.n.04', 'name': 'tucker'}, {'id': 11919, 'synset': 'tucker-bag.n.01', 'name': 'tucker-bag'}, {'id': 11920, 'synset': 'tuck_shop.n.01', 'name': 'tuck_shop'}, {'id': 11921, 'synset': 'tudor_arch.n.01', 'name': 'Tudor_arch'}, {'id': 11922, 'synset': 'tudung.n.01', 'name': 'tudung'}, {'id': 11923, 'synset': 'tugboat.n.01', 'name': 'tugboat'}, {'id': 11924, 'synset': 'tulle.n.01', 'name': 'tulle'}, {'id': 11925, 'synset': 'tumble-dryer.n.01', 'name': 'tumble-dryer'}, {'id': 11926, 'synset': 'tumbler.n.02', 'name': 'tumbler'}, {'id': 11927, 'synset': 'tumbrel.n.01', 'name': 'tumbrel'}, {'id': 11928, 'synset': 'tun.n.01', 'name': 'tun'}, {'id': 11929, 'synset': 'tunic.n.02', 'name': 'tunic'}, {'id': 11930, 'synset': 'tuning_fork.n.01', 'name': 'tuning_fork'}, {'id': 11931, 'synset': 'tupik.n.01', 'name': 'tupik'}, {'id': 11932, 'synset': 'turbine.n.01', 'name': 'turbine'}, {'id': 11933, 'synset': 'turbogenerator.n.01', 'name': 'turbogenerator'}, {'id': 11934, 'synset': 'tureen.n.01', 'name': 'tureen'}, {'id': 11935, 'synset': 'turkish_bath.n.01', 'name': 'Turkish_bath'}, {'id': 11936, 'synset': 'turkish_towel.n.01', 'name': 'Turkish_towel'}, {'id': 11937, 'synset': "turk's_head.n.01", 'name': "Turk's_head"}, {'id': 11938, 'synset': 'turnbuckle.n.01', 'name': 'turnbuckle'}, {'id': 11939, 'synset': 'turner.n.08', 'name': 'turner'}, {'id': 11940, 'synset': 'turnery.n.01', 'name': 'turnery'}, {'id': 11941, 'synset': 'turnpike.n.01', 'name': 'turnpike'}, {'id': 11942, 'synset': 'turnspit.n.01', 'name': 'turnspit'}, {'id': 11943, 'synset': 'turnstile.n.01', 'name': 'turnstile'}, {'id': 11944, 'synset': 'turntable.n.01', 'name': 'turntable'}, {'id': 11945, 'synset': 'turntable.n.02', 'name': 'turntable'}, {'id': 11946, 'synset': 'turret.n.01', 'name': 'turret'}, {'id': 11947, 'synset': 'turret_clock.n.01', 'name': 'turret_clock'}, {'id': 11948, 'synset': 'tweed.n.01', 'name': 'tweed'}, {'id': 11949, 'synset': 'tweeter.n.01', 'name': 'tweeter'}, {'id': 11950, 'synset': 'twenty-two.n.02', 'name': 'twenty-two'}, {'id': 11951, 'synset': 'twenty-two_pistol.n.01', 'name': 'twenty-two_pistol'}, {'id': 11952, 'synset': 'twenty-two_rifle.n.01', 'name': 'twenty-two_rifle'}, {'id': 11953, 'synset': 'twill.n.02', 'name': 'twill'}, {'id': 11954, 'synset': 'twill.n.01', 'name': 'twill'}, {'id': 11955, 'synset': 'twin_bed.n.01', 'name': 'twin_bed'}, {'id': 11956, 'synset': 'twinjet.n.01', 'name': 'twinjet'}, {'id': 11957, 'synset': 'twist_bit.n.01', 'name': 'twist_bit'}, {'id': 11958, 'synset': 'two-by-four.n.01', 'name': 'two-by-four'}, {'id': 11959, 'synset': 'two-man_tent.n.01', 'name': 'two-man_tent'}, {'id': 11960, 'synset': 'two-piece.n.01', 'name': 'two-piece'}, {'id': 11961, 'synset': 'typesetting_machine.n.01', 'name': 'typesetting_machine'}, {'id': 11962, 'synset': 'typewriter_carriage.n.01', 'name': 'typewriter_carriage'}, {'id': 11963, 'synset': 'typewriter_keyboard.n.01', 'name': 'typewriter_keyboard'}, {'id': 11964, 'synset': 'tyrolean.n.02', 'name': 'tyrolean'}, {'id': 11965, 'synset': 'uke.n.01', 'name': 'uke'}, {'id': 11966, 'synset': 'ulster.n.02', 'name': 'ulster'}, {'id': 11967, 'synset': 'ultracentrifuge.n.01', 'name': 'ultracentrifuge'}, {'id': 11968, 'synset': 'ultramicroscope.n.01', 'name': 'ultramicroscope'}, {'id': 11969, 'synset': 'ultrasuede.n.01', 'name': 'Ultrasuede'}, {'id': 11970, 'synset': 'ultraviolet_lamp.n.01', 'name': 'ultraviolet_lamp'}, {'id': 11971, 'synset': 'umbrella_tent.n.01', 'name': 'umbrella_tent'}, {'id': 11972, 'synset': 'undercarriage.n.01', 'name': 'undercarriage'}, {'id': 11973, 'synset': 'undercoat.n.01', 'name': 'undercoat'}, {'id': 11974, 'synset': 'undergarment.n.01', 'name': 'undergarment'}, {'id': 11975, 'synset': 'underpants.n.01', 'name': 'underpants'}, {'id': 11976, 'synset': 'undies.n.01', 'name': 'undies'}, {'id': 11977, 'synset': 'uneven_parallel_bars.n.01', 'name': 'uneven_parallel_bars'}, {'id': 11978, 'synset': 'uniform.n.01', 'name': 'uniform'}, {'id': 11979, 'synset': 'universal_joint.n.01', 'name': 'universal_joint'}, {'id': 11980, 'synset': 'university.n.02', 'name': 'university'}, {'id': 11981, 'synset': 'upholstery.n.01', 'name': 'upholstery'}, {'id': 11982, 'synset': 'upholstery_material.n.01', 'name': 'upholstery_material'}, {'id': 11983, 'synset': 'upholstery_needle.n.01', 'name': 'upholstery_needle'}, {'id': 11984, 'synset': 'uplift.n.02', 'name': 'uplift'}, {'id': 11985, 'synset': 'upper_berth.n.01', 'name': 'upper_berth'}, {'id': 11986, 'synset': 'upright.n.02', 'name': 'upright'}, {'id': 11987, 'synset': 'upset.n.04', 'name': 'upset'}, {'id': 11988, 'synset': 'upstairs.n.01', 'name': 'upstairs'}, {'id': 11989, 'synset': 'urceole.n.01', 'name': 'urceole'}, {'id': 11990, 'synset': 'urn.n.02', 'name': 'urn'}, {'id': 11991, 'synset': 'used-car.n.01', 'name': 'used-car'}, {'id': 11992, 'synset': 'utensil.n.01', 'name': 'utensil'}, {'id': 11993, 'synset': 'uzi.n.01', 'name': 'Uzi'}, {'id': 11994, 'synset': 'vacation_home.n.01', 'name': 'vacation_home'}, {'id': 11995, 'synset': 'vacuum_chamber.n.01', 'name': 'vacuum_chamber'}, {'id': 11996, 'synset': 'vacuum_flask.n.01', 'name': 'vacuum_flask'}, {'id': 11997, 'synset': 'vacuum_gauge.n.01', 'name': 'vacuum_gauge'}, {'id': 11998, 'synset': 'valenciennes.n.02', 'name': 'Valenciennes'}, {'id': 11999, 'synset': 'valise.n.01', 'name': 'valise'}, {'id': 12000, 'synset': 'valve.n.03', 'name': 'valve'}, {'id': 12001, 'synset': 'valve.n.02', 'name': 'valve'}, {'id': 12002, 'synset': 'valve-in-head_engine.n.01', 'name': 'valve-in-head_engine'}, {'id': 12003, 'synset': 'vambrace.n.01', 'name': 'vambrace'}, {'id': 12004, 'synset': 'van.n.05', 'name': 'van'}, {'id': 12005, 'synset': 'van.n.04', 'name': 'van'}, {'id': 12006, 'synset': 'vane.n.02', 'name': 'vane'}, {'id': 12007, 'synset': 'vaporizer.n.01', 'name': 'vaporizer'}, {'id': 12008, 'synset': 'variable-pitch_propeller.n.01', 'name': 'variable-pitch_propeller'}, {'id': 12009, 'synset': 'variometer.n.01', 'name': 'variometer'}, {'id': 12010, 'synset': 'varnish.n.01', 'name': 'varnish'}, {'id': 12011, 'synset': 'vault.n.03', 'name': 'vault'}, {'id': 12012, 'synset': 'vault.n.02', 'name': 'vault'}, {'id': 12013, 'synset': 'vaulting_horse.n.01', 'name': 'vaulting_horse'}, {'id': 12014, 'synset': 'vehicle.n.01', 'name': 'vehicle'}, {'id': 12015, 'synset': 'velcro.n.01', 'name': 'Velcro'}, {'id': 12016, 'synset': 'velocipede.n.01', 'name': 'velocipede'}, {'id': 12017, 'synset': 'velour.n.01', 'name': 'velour'}, {'id': 12018, 'synset': 'velvet.n.01', 'name': 'velvet'}, {'id': 12019, 'synset': 'velveteen.n.01', 'name': 'velveteen'}, {'id': 12020, 'synset': 'veneer.n.01', 'name': 'veneer'}, {'id': 12021, 'synset': 'venetian_blind.n.01', 'name': 'Venetian_blind'}, {'id': 12022, 'synset': 'venn_diagram.n.01', 'name': 'Venn_diagram'}, {'id': 12023, 'synset': 'ventilation.n.02', 'name': 'ventilation'}, {'id': 12024, 'synset': 'ventilation_shaft.n.01', 'name': 'ventilation_shaft'}, {'id': 12025, 'synset': 'ventilator.n.01', 'name': 'ventilator'}, {'id': 12026, 'synset': 'veranda.n.01', 'name': 'veranda'}, {'id': 12027, 'synset': 'verdigris.n.02', 'name': 'verdigris'}, {'id': 12028, 'synset': 'vernier_caliper.n.01', 'name': 'vernier_caliper'}, {'id': 12029, 'synset': 'vernier_scale.n.01', 'name': 'vernier_scale'}, {'id': 12030, 'synset': 'vertical_file.n.01', 'name': 'vertical_file'}, {'id': 12031, 'synset': 'vertical_stabilizer.n.01', 'name': 'vertical_stabilizer'}, {'id': 12032, 'synset': 'vertical_tail.n.01', 'name': 'vertical_tail'}, {'id': 12033, 'synset': 'very_pistol.n.01', 'name': 'Very_pistol'}, {'id': 12034, 'synset': 'vessel.n.02', 'name': 'vessel'}, {'id': 12035, 'synset': 'vessel.n.03', 'name': 'vessel'}, {'id': 12036, 'synset': 'vestiture.n.01', 'name': 'vestiture'}, {'id': 12037, 'synset': 'vestment.n.01', 'name': 'vestment'}, {'id': 12038, 'synset': 'vest_pocket.n.01', 'name': 'vest_pocket'}, {'id': 12039, 'synset': 'vestry.n.02', 'name': 'vestry'}, {'id': 12040, 'synset': 'viaduct.n.01', 'name': 'viaduct'}, {'id': 12041, 'synset': 'vibraphone.n.01', 'name': 'vibraphone'}, {'id': 12042, 'synset': 'vibrator.n.02', 'name': 'vibrator'}, {'id': 12043, 'synset': 'vibrator.n.01', 'name': 'vibrator'}, {'id': 12044, 'synset': 'victrola.n.01', 'name': 'Victrola'}, {'id': 12045, 'synset': 'vicuna.n.02', 'name': 'vicuna'}, {'id': 12046, 'synset': 'videocassette.n.01', 'name': 'videocassette'}, {'id': 12047, 'synset': 'videocassette_recorder.n.01', 'name': 'videocassette_recorder'}, {'id': 12048, 'synset': 'videodisk.n.01', 'name': 'videodisk'}, {'id': 12049, 'synset': 'video_recording.n.01', 'name': 'video_recording'}, {'id': 12050, 'synset': 'videotape.n.02', 'name': 'videotape'}, {'id': 12051, 'synset': 'vigil_light.n.01', 'name': 'vigil_light'}, {'id': 12052, 'synset': 'villa.n.04', 'name': 'villa'}, {'id': 12053, 'synset': 'villa.n.03', 'name': 'villa'}, {'id': 12054, 'synset': 'villa.n.02', 'name': 'villa'}, {'id': 12055, 'synset': 'viol.n.01', 'name': 'viol'}, {'id': 12056, 'synset': 'viola.n.03', 'name': 'viola'}, {'id': 12057, 'synset': 'viola_da_braccio.n.01', 'name': 'viola_da_braccio'}, {'id': 12058, 'synset': 'viola_da_gamba.n.01', 'name': 'viola_da_gamba'}, {'id': 12059, 'synset': "viola_d'amore.n.01", 'name': "viola_d'amore"}, {'id': 12060, 'synset': 'virginal.n.01', 'name': 'virginal'}, {'id': 12061, 'synset': 'viscometer.n.01', 'name': 'viscometer'}, {'id': 12062, 'synset': 'viscose_rayon.n.01', 'name': 'viscose_rayon'}, {'id': 12063, 'synset': 'vise.n.01', 'name': 'vise'}, {'id': 12064, 'synset': 'visor.n.01', 'name': 'visor'}, {'id': 12065, 'synset': 'visual_display_unit.n.01', 'name': 'visual_display_unit'}, {'id': 12066, 'synset': 'vivarium.n.01', 'name': 'vivarium'}, {'id': 12067, 'synset': 'viyella.n.01', 'name': 'Viyella'}, {'id': 12068, 'synset': 'voile.n.01', 'name': 'voile'}, {'id': 12069, 'synset': 'volleyball_net.n.01', 'name': 'volleyball_net'}, {'id': 12070, 'synset': 'voltage_regulator.n.01', 'name': 'voltage_regulator'}, {'id': 12071, 'synset': 'voltaic_cell.n.01', 'name': 'voltaic_cell'}, {'id': 12072, 'synset': 'voltaic_pile.n.01', 'name': 'voltaic_pile'}, {'id': 12073, 'synset': 'voltmeter.n.01', 'name': 'voltmeter'}, {'id': 12074, 'synset': 'vomitory.n.01', 'name': 'vomitory'}, {'id': 12075, 'synset': 'von_neumann_machine.n.01', 'name': 'von_Neumann_machine'}, {'id': 12076, 'synset': 'voting_booth.n.01', 'name': 'voting_booth'}, {'id': 12077, 'synset': 'voting_machine.n.01', 'name': 'voting_machine'}, {'id': 12078, 'synset': 'voussoir.n.01', 'name': 'voussoir'}, {'id': 12079, 'synset': 'vox_angelica.n.01', 'name': 'vox_angelica'}, {'id': 12080, 'synset': 'vox_humana.n.01', 'name': 'vox_humana'}, {'id': 12081, 'synset': 'waders.n.01', 'name': 'waders'}, {'id': 12082, 'synset': 'wading_pool.n.01', 'name': 'wading_pool'}, {'id': 12083, 'synset': 'wagon.n.04', 'name': 'wagon'}, {'id': 12084, 'synset': 'wagon_tire.n.01', 'name': 'wagon_tire'}, {'id': 12085, 'synset': 'wain.n.03', 'name': 'wain'}, {'id': 12086, 'synset': 'wainscot.n.02', 'name': 'wainscot'}, {'id': 12087, 'synset': 'wainscoting.n.01', 'name': 'wainscoting'}, {'id': 12088, 'synset': 'waist_pack.n.01', 'name': 'waist_pack'}, {'id': 12089, 'synset': 'walker.n.06', 'name': 'walker'}, {'id': 12090, 'synset': 'walker.n.05', 'name': 'walker'}, {'id': 12091, 'synset': 'walker.n.04', 'name': 'walker'}, {'id': 12092, 'synset': 'walkie-talkie.n.01', 'name': 'walkie-talkie'}, {'id': 12093, 'synset': 'walk-in.n.04', 'name': 'walk-in'}, {'id': 12094, 'synset': 'walking_shoe.n.01', 'name': 'walking_shoe'}, {'id': 12095, 'synset': 'walkman.n.01', 'name': 'Walkman'}, {'id': 12096, 'synset': 'walk-up_apartment.n.01', 'name': 'walk-up_apartment'}, {'id': 12097, 'synset': 'wall.n.01', 'name': 'wall'}, {'id': 12098, 'synset': 'wall.n.07', 'name': 'wall'}, {'id': 12099, 'synset': 'wall_tent.n.01', 'name': 'wall_tent'}, {'id': 12100, 'synset': 'wall_unit.n.01', 'name': 'wall_unit'}, {'id': 12101, 'synset': 'wand.n.01', 'name': 'wand'}, {'id': 12102, 'synset': 'wankel_engine.n.01', 'name': 'Wankel_engine'}, {'id': 12103, 'synset': 'ward.n.03', 'name': 'ward'}, {'id': 12104, 'synset': 'wardroom.n.01', 'name': 'wardroom'}, {'id': 12105, 'synset': 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{'id': 12150, 'synset': 'waterwheel.n.01', 'name': 'waterwheel'}, {'id': 12151, 'synset': 'water_wings.n.01', 'name': 'water_wings'}, {'id': 12152, 'synset': 'waterworks.n.02', 'name': 'waterworks'}, {'id': 12153, 'synset': 'wattmeter.n.01', 'name': 'wattmeter'}, {'id': 12154, 'synset': 'waxwork.n.02', 'name': 'waxwork'}, {'id': 12155, 'synset': 'ways.n.01', 'name': 'ways'}, {'id': 12156, 'synset': 'weapon.n.01', 'name': 'weapon'}, {'id': 12157, 'synset': 'weaponry.n.01', 'name': 'weaponry'}, {'id': 12158, 'synset': 'weapons_carrier.n.01', 'name': 'weapons_carrier'}, {'id': 12159, 'synset': 'weathercock.n.01', 'name': 'weathercock'}, {'id': 12160, 'synset': 'weatherglass.n.01', 'name': 'weatherglass'}, {'id': 12161, 'synset': 'weather_satellite.n.01', 'name': 'weather_satellite'}, {'id': 12162, 'synset': 'weather_ship.n.01', 'name': 'weather_ship'}, {'id': 12163, 'synset': 'web.n.02', 'name': 'web'}, {'id': 12164, 'synset': 'web.n.06', 'name': 'web'}, {'id': 12165, 'synset': 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12182, 'synset': 'wellhead.n.02', 'name': 'wellhead'}, {'id': 12183, 'synset': 'welt.n.02', 'name': 'welt'}, {'id': 12184, 'synset': 'weston_cell.n.01', 'name': 'Weston_cell'}, {'id': 12185, 'synset': 'wet_bar.n.01', 'name': 'wet_bar'}, {'id': 12186, 'synset': 'wet-bulb_thermometer.n.01', 'name': 'wet-bulb_thermometer'}, {'id': 12187, 'synset': 'wet_cell.n.01', 'name': 'wet_cell'}, {'id': 12188, 'synset': 'wet_fly.n.01', 'name': 'wet_fly'}, {'id': 12189, 'synset': 'whaleboat.n.01', 'name': 'whaleboat'}, {'id': 12190, 'synset': 'whaler.n.02', 'name': 'whaler'}, {'id': 12191, 'synset': 'whaling_gun.n.01', 'name': 'whaling_gun'}, {'id': 12192, 'synset': 'wheel.n.04', 'name': 'wheel'}, {'id': 12193, 'synset': 'wheel_and_axle.n.01', 'name': 'wheel_and_axle'}, {'id': 12194, 'synset': 'wheeled_vehicle.n.01', 'name': 'wheeled_vehicle'}, {'id': 12195, 'synset': 'wheelwork.n.01', 'name': 'wheelwork'}, {'id': 12196, 'synset': 'wherry.n.02', 'name': 'wherry'}, {'id': 12197, 'synset': 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{'id': 12213, 'synset': 'whitewash.n.02', 'name': 'whitewash'}, {'id': 12214, 'synset': 'whorehouse.n.01', 'name': 'whorehouse'}, {'id': 12215, 'synset': 'wick.n.02', 'name': 'wick'}, {'id': 12216, 'synset': 'wicker.n.02', 'name': 'wicker'}, {'id': 12217, 'synset': 'wicker_basket.n.01', 'name': 'wicker_basket'}, {'id': 12218, 'synset': 'wicket.n.02', 'name': 'wicket'}, {'id': 12219, 'synset': 'wicket.n.01', 'name': 'wicket'}, {'id': 12220, 'synset': 'wickiup.n.01', 'name': 'wickiup'}, {'id': 12221, 'synset': 'wide-angle_lens.n.01', 'name': 'wide-angle_lens'}, {'id': 12222, 'synset': 'widebody_aircraft.n.01', 'name': 'widebody_aircraft'}, {'id': 12223, 'synset': 'wide_wale.n.01', 'name': 'wide_wale'}, {'id': 12224, 'synset': "widow's_walk.n.01", 'name': "widow's_walk"}, {'id': 12225, 'synset': 'wiffle.n.01', 'name': 'Wiffle'}, {'id': 12226, 'synset': 'wigwam.n.01', 'name': 'wigwam'}, {'id': 12227, 'synset': 'wilton.n.01', 'name': 'Wilton'}, {'id': 12228, 'synset': 'wimple.n.01', 'name': 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'wire_stripper.n.01', 'name': 'wire_stripper'}, {'id': 12275, 'synset': 'wirework.n.01', 'name': 'wirework'}, {'id': 12276, 'synset': 'wiring.n.01', 'name': 'wiring'}, {'id': 12277, 'synset': 'wishing_cap.n.01', 'name': 'wishing_cap'}, {'id': 12278, 'synset': 'witness_box.n.01', 'name': 'witness_box'}, {'id': 12279, 'synset': "woman's_clothing.n.01", 'name': "woman's_clothing"}, {'id': 12280, 'synset': 'wood.n.08', 'name': 'wood'}, {'id': 12281, 'synset': 'woodcarving.n.01', 'name': 'woodcarving'}, {'id': 12282, 'synset': 'wood_chisel.n.01', 'name': 'wood_chisel'}, {'id': 12283, 'synset': 'woodenware.n.01', 'name': 'woodenware'}, {'id': 12284, 'synset': 'woodscrew.n.01', 'name': 'woodscrew'}, {'id': 12285, 'synset': 'woodshed.n.01', 'name': 'woodshed'}, {'id': 12286, 'synset': 'wood_vise.n.01', 'name': 'wood_vise'}, {'id': 12287, 'synset': 'woodwind.n.01', 'name': 'woodwind'}, {'id': 12288, 'synset': 'woof.n.01', 'name': 'woof'}, {'id': 12289, 'synset': 'woofer.n.01', 'name': 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'worm_gear.n.01', 'name': 'worm_gear'}, {'id': 12306, 'synset': 'worm_wheel.n.01', 'name': 'worm_wheel'}, {'id': 12307, 'synset': 'worsted.n.01', 'name': 'worsted'}, {'id': 12308, 'synset': 'worsted.n.02', 'name': 'worsted'}, {'id': 12309, 'synset': 'wrap.n.01', 'name': 'wrap'}, {'id': 12310, 'synset': 'wraparound.n.01', 'name': 'wraparound'}, {'id': 12311, 'synset': 'wrapping.n.01', 'name': 'wrapping'}, {'id': 12312, 'synset': 'wreck.n.04', 'name': 'wreck'}, {'id': 12313, 'synset': 'wrestling_mat.n.01', 'name': 'wrestling_mat'}, {'id': 12314, 'synset': 'wringer.n.01', 'name': 'wringer'}, {'id': 12315, 'synset': 'wrist_pad.n.01', 'name': 'wrist_pad'}, {'id': 12316, 'synset': 'wrist_pin.n.01', 'name': 'wrist_pin'}, {'id': 12317, 'synset': 'wristwatch.n.01', 'name': 'wristwatch'}, {'id': 12318, 'synset': 'writing_arm.n.01', 'name': 'writing_arm'}, {'id': 12319, 'synset': 'writing_desk.n.02', 'name': 'writing_desk'}, {'id': 12320, 'synset': 'writing_desk.n.01', 'name': 'writing_desk'}, {'id': 12321, 'synset': 'writing_implement.n.01', 'name': 'writing_implement'}, {'id': 12322, 'synset': 'xerographic_printer.n.01', 'name': 'xerographic_printer'}, {'id': 12323, 'synset': 'xerox.n.02', 'name': 'Xerox'}, {'id': 12324, 'synset': 'x-ray_film.n.01', 'name': 'X-ray_film'}, {'id': 12325, 'synset': 'x-ray_machine.n.01', 'name': 'X-ray_machine'}, {'id': 12326, 'synset': 'x-ray_tube.n.01', 'name': 'X-ray_tube'}, {'id': 12327, 'synset': 'yacht_chair.n.01', 'name': 'yacht_chair'}, {'id': 12328, 'synset': 'yagi.n.01', 'name': 'yagi'}, {'id': 12329, 'synset': 'yard.n.09', 'name': 'yard'}, {'id': 12330, 'synset': 'yard.n.08', 'name': 'yard'}, {'id': 12331, 'synset': 'yardarm.n.01', 'name': 'yardarm'}, {'id': 12332, 'synset': 'yard_marker.n.01', 'name': 'yard_marker'}, {'id': 12333, 'synset': 'yardstick.n.02', 'name': 'yardstick'}, {'id': 12334, 'synset': 'yarmulke.n.01', 'name': 'yarmulke'}, {'id': 12335, 'synset': 'yashmak.n.01', 'name': 'yashmak'}, {'id': 12336, 'synset': 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'coal_black.n.01', 'name': 'coal_black'}, {'id': 12369, 'synset': 'alabaster.n.03', 'name': 'alabaster'}, {'id': 12370, 'synset': 'bone.n.03', 'name': 'bone'}, {'id': 12371, 'synset': 'gray.n.01', 'name': 'gray'}, {'id': 12372, 'synset': 'ash_grey.n.01', 'name': 'ash_grey'}, {'id': 12373, 'synset': 'charcoal.n.03', 'name': 'charcoal'}, {'id': 12374, 'synset': 'sanguine.n.01', 'name': 'sanguine'}, {'id': 12375, 'synset': 'turkey_red.n.01', 'name': 'Turkey_red'}, {'id': 12376, 'synset': 'crimson.n.01', 'name': 'crimson'}, {'id': 12377, 'synset': 'dark_red.n.01', 'name': 'dark_red'}, {'id': 12378, 'synset': 'claret.n.01', 'name': 'claret'}, {'id': 12379, 'synset': 'fuschia.n.01', 'name': 'fuschia'}, {'id': 12380, 'synset': 'maroon.n.02', 'name': 'maroon'}, {'id': 12381, 'synset': 'orange.n.02', 'name': 'orange'}, {'id': 12382, 'synset': 'reddish_orange.n.01', 'name': 'reddish_orange'}, {'id': 12383, 'synset': 'yellow.n.01', 'name': 'yellow'}, {'id': 12384, 'synset': 'gamboge.n.02', 'name': 'gamboge'}, {'id': 12385, 'synset': 'pale_yellow.n.01', 'name': 'pale_yellow'}, {'id': 12386, 'synset': 'green.n.01', 'name': 'green'}, {'id': 12387, 'synset': 'greenishness.n.01', 'name': 'greenishness'}, {'id': 12388, 'synset': 'sea_green.n.01', 'name': 'sea_green'}, {'id': 12389, 'synset': 'sage_green.n.01', 'name': 'sage_green'}, {'id': 12390, 'synset': 'bottle_green.n.01', 'name': 'bottle_green'}, {'id': 12391, 'synset': 'emerald.n.03', 'name': 'emerald'}, {'id': 12392, 'synset': 'olive_green.n.01', 'name': 'olive_green'}, {'id': 12393, 'synset': 'jade_green.n.01', 'name': 'jade_green'}, {'id': 12394, 'synset': 'blue.n.01', 'name': 'blue'}, {'id': 12395, 'synset': 'azure.n.01', 'name': 'azure'}, {'id': 12396, 'synset': 'steel_blue.n.01', 'name': 'steel_blue'}, {'id': 12397, 'synset': 'greenish_blue.n.01', 'name': 'greenish_blue'}, {'id': 12398, 'synset': 'purplish_blue.n.01', 'name': 'purplish_blue'}, {'id': 12399, 'synset': 'purple.n.01', 'name': 'purple'}, {'id': 12400, 'synset': 'tyrian_purple.n.02', 'name': 'Tyrian_purple'}, {'id': 12401, 'synset': 'indigo.n.03', 'name': 'indigo'}, {'id': 12402, 'synset': 'lavender.n.02', 'name': 'lavender'}, {'id': 12403, 'synset': 'reddish_purple.n.01', 'name': 'reddish_purple'}, {'id': 12404, 'synset': 'pink.n.01', 'name': 'pink'}, {'id': 12405, 'synset': 'carnation.n.02', 'name': 'carnation'}, {'id': 12406, 'synset': 'rose.n.03', 'name': 'rose'}, {'id': 12407, 'synset': 'chestnut.n.04', 'name': 'chestnut'}, {'id': 12408, 'synset': 'chocolate.n.03', 'name': 'chocolate'}, {'id': 12409, 'synset': 'light_brown.n.01', 'name': 'light_brown'}, {'id': 12410, 'synset': 'tan.n.02', 'name': 'tan'}, {'id': 12411, 'synset': 'beige.n.01', 'name': 'beige'}, {'id': 12412, 'synset': 'reddish_brown.n.01', 'name': 'reddish_brown'}, {'id': 12413, 'synset': 'brick_red.n.01', 'name': 'brick_red'}, {'id': 12414, 'synset': 'copper.n.04', 'name': 'copper'}, {'id': 12415, 'synset': 'indian_red.n.03', 'name': 'Indian_red'}, {'id': 12416, 'synset': 'puce.n.01', 'name': 'puce'}, {'id': 12417, 'synset': 'olive.n.05', 'name': 'olive'}, {'id': 12418, 'synset': 'ultramarine.n.02', 'name': 'ultramarine'}, {'id': 12419, 'synset': 'complementary_color.n.01', 'name': 'complementary_color'}, {'id': 12420, 'synset': 'pigmentation.n.02', 'name': 'pigmentation'}, {'id': 12421, 'synset': 'complexion.n.01', 'name': 'complexion'}, {'id': 12422, 'synset': 'ruddiness.n.01', 'name': 'ruddiness'}, {'id': 12423, 'synset': 'nonsolid_color.n.01', 'name': 'nonsolid_color'}, {'id': 12424, 'synset': 'aposematic_coloration.n.01', 'name': 'aposematic_coloration'}, {'id': 12425, 'synset': 'cryptic_coloration.n.01', 'name': 'cryptic_coloration'}, {'id': 12426, 'synset': 'ring.n.01', 'name': 'ring'}, {'id': 12427, 'synset': 'center_of_curvature.n.01', 'name': 'center_of_curvature'}, {'id': 12428, 'synset': 'cadaver.n.01', 'name': 'cadaver'}, {'id': 12429, 'synset': 'mandibular_notch.n.01', 'name': 'mandibular_notch'}, {'id': 12430, 'synset': 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12491, 'synset': 'striated_muscle_cell.n.01', 'name': 'striated_muscle_cell'}, {'id': 12492, 'synset': 'smooth_muscle_cell.n.01', 'name': 'smooth_muscle_cell'}, {'id': 12493, 'synset': "ranvier's_nodes.n.01", 'name': "Ranvier's_nodes"}, {'id': 12494, 'synset': 'neuroglia.n.01', 'name': 'neuroglia'}, {'id': 12495, 'synset': 'astrocyte.n.01', 'name': 'astrocyte'}, {'id': 12496, 'synset': 'protoplasmic_astrocyte.n.01', 'name': 'protoplasmic_astrocyte'}, {'id': 12497, 'synset': 'oligodendrocyte.n.01', 'name': 'oligodendrocyte'}, {'id': 12498, 'synset': 'proprioceptor.n.01', 'name': 'proprioceptor'}, {'id': 12499, 'synset': 'dendrite.n.01', 'name': 'dendrite'}, {'id': 12500, 'synset': 'sensory_fiber.n.01', 'name': 'sensory_fiber'}, {'id': 12501, 'synset': 'subarachnoid_space.n.01', 'name': 'subarachnoid_space'}, {'id': 12502, 'synset': 'cerebral_cortex.n.01', 'name': 'cerebral_cortex'}, {'id': 12503, 'synset': 'renal_cortex.n.01', 'name': 'renal_cortex'}, {'id': 12504, 'synset': 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{'id': 12564, 'synset': 'television.n.01', 'name': 'television'}, {'id': 12565, 'synset': 'cable_television.n.01', 'name': 'cable_television'}, {'id': 12566, 'synset': 'high-definition_television.n.01', 'name': 'high-definition_television'}, {'id': 12567, 'synset': 'reception.n.03', 'name': 'reception'}, {'id': 12568, 'synset': 'signal_detection.n.01', 'name': 'signal_detection'}, {'id': 12569, 'synset': 'hakham.n.01', 'name': 'Hakham'}, {'id': 12570, 'synset': 'web_site.n.01', 'name': 'web_site'}, {'id': 12571, 'synset': 'chat_room.n.01', 'name': 'chat_room'}, {'id': 12572, 'synset': 'portal_site.n.01', 'name': 'portal_site'}, {'id': 12573, 'synset': 'jotter.n.01', 'name': 'jotter'}, {'id': 12574, 'synset': 'breviary.n.01', 'name': 'breviary'}, {'id': 12575, 'synset': 'wordbook.n.01', 'name': 'wordbook'}, {'id': 12576, 'synset': 'desk_dictionary.n.01', 'name': 'desk_dictionary'}, {'id': 12577, 'synset': 'reckoner.n.02', 'name': 'reckoner'}, {'id': 12578, 'synset': 'document.n.01', 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'name': 'encyclical'}, {'id': 12594, 'synset': 'crossword_puzzle.n.01', 'name': 'crossword_puzzle'}, {'id': 12595, 'synset': 'sign.n.02', 'name': 'sign'}, {'id': 12596, 'synset': 'swastika.n.01', 'name': 'swastika'}, {'id': 12597, 'synset': 'concert.n.01', 'name': 'concert'}, {'id': 12598, 'synset': 'artwork.n.01', 'name': 'artwork'}, {'id': 12599, 'synset': 'lobe.n.03', 'name': 'lobe'}, {'id': 12600, 'synset': 'book_jacket.n.01', 'name': 'book_jacket'}, {'id': 12601, 'synset': 'cairn.n.01', 'name': 'cairn'}, {'id': 12602, 'synset': 'three-day_event.n.01', 'name': 'three-day_event'}, {'id': 12603, 'synset': 'comfort_food.n.01', 'name': 'comfort_food'}, {'id': 12604, 'synset': 'comestible.n.01', 'name': 'comestible'}, {'id': 12605, 'synset': 'tuck.n.01', 'name': 'tuck'}, {'id': 12606, 'synset': 'course.n.07', 'name': 'course'}, {'id': 12607, 'synset': 'dainty.n.01', 'name': 'dainty'}, {'id': 12608, 'synset': 'dish.n.02', 'name': 'dish'}, {'id': 12609, 'synset': 'fast_food.n.01', 'name': 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12639, 'synset': 'mess.n.04', 'name': 'mess'}, {'id': 12640, 'synset': 'ration.n.01', 'name': 'ration'}, {'id': 12641, 'synset': 'field_ration.n.01', 'name': 'field_ration'}, {'id': 12642, 'synset': 'k_ration.n.01', 'name': 'K_ration'}, {'id': 12643, 'synset': 'c-ration.n.01', 'name': 'C-ration'}, {'id': 12644, 'synset': 'foodstuff.n.02', 'name': 'foodstuff'}, {'id': 12645, 'synset': 'starches.n.01', 'name': 'starches'}, {'id': 12646, 'synset': 'breadstuff.n.02', 'name': 'breadstuff'}, {'id': 12647, 'synset': 'coloring.n.01', 'name': 'coloring'}, {'id': 12648, 'synset': 'concentrate.n.02', 'name': 'concentrate'}, {'id': 12649, 'synset': 'tomato_concentrate.n.01', 'name': 'tomato_concentrate'}, {'id': 12650, 'synset': 'meal.n.03', 'name': 'meal'}, {'id': 12651, 'synset': 'kibble.n.01', 'name': 'kibble'}, {'id': 12652, 'synset': 'farina.n.01', 'name': 'farina'}, {'id': 12653, 'synset': 'matzo_meal.n.01', 'name': 'matzo_meal'}, {'id': 12654, 'synset': 'oatmeal.n.02', 'name': 'oatmeal'}, {'id': 12655, 'synset': 'pea_flour.n.01', 'name': 'pea_flour'}, {'id': 12656, 'synset': 'roughage.n.01', 'name': 'roughage'}, {'id': 12657, 'synset': 'bran.n.02', 'name': 'bran'}, {'id': 12658, 'synset': 'flour.n.01', 'name': 'flour'}, {'id': 12659, 'synset': 'plain_flour.n.01', 'name': 'plain_flour'}, {'id': 12660, 'synset': 'wheat_flour.n.01', 'name': 'wheat_flour'}, {'id': 12661, 'synset': 'whole_wheat_flour.n.01', 'name': 'whole_wheat_flour'}, {'id': 12662, 'synset': 'soybean_meal.n.01', 'name': 'soybean_meal'}, {'id': 12663, 'synset': 'semolina.n.01', 'name': 'semolina'}, {'id': 12664, 'synset': 'corn_gluten_feed.n.01', 'name': 'corn_gluten_feed'}, {'id': 12665, 'synset': 'nutriment.n.01', 'name': 'nutriment'}, {'id': 12666, 'synset': 'commissariat.n.01', 'name': 'commissariat'}, {'id': 12667, 'synset': 'larder.n.01', 'name': 'larder'}, {'id': 12668, 'synset': 'frozen_food.n.01', 'name': 'frozen_food'}, {'id': 12669, 'synset': 'canned_food.n.01', 'name': 'canned_food'}, {'id': 12670, 'synset': 'canned_meat.n.01', 'name': 'canned_meat'}, {'id': 12671, 'synset': 'spam.n.01', 'name': 'Spam'}, {'id': 12672, 'synset': 'dehydrated_food.n.01', 'name': 'dehydrated_food'}, {'id': 12673, 'synset': 'square_meal.n.01', 'name': 'square_meal'}, {'id': 12674, 'synset': 'meal.n.01', 'name': 'meal'}, {'id': 12675, 'synset': 'potluck.n.01', 'name': 'potluck'}, {'id': 12676, 'synset': 'refection.n.01', 'name': 'refection'}, {'id': 12677, 'synset': 'refreshment.n.01', 'name': 'refreshment'}, {'id': 12678, 'synset': 'breakfast.n.01', 'name': 'breakfast'}, {'id': 12679, 'synset': 'continental_breakfast.n.01', 'name': 'continental_breakfast'}, {'id': 12680, 'synset': 'brunch.n.01', 'name': 'brunch'}, {'id': 12681, 'synset': 'lunch.n.01', 'name': 'lunch'}, {'id': 12682, 'synset': 'business_lunch.n.01', 'name': 'business_lunch'}, {'id': 12683, 'synset': 'high_tea.n.01', 'name': 'high_tea'}, {'id': 12684, 'synset': 'tea.n.02', 'name': 'tea'}, {'id': 12685, 'synset': 'dinner.n.01', 'name': 'dinner'}, {'id': 12686, 'synset': 'supper.n.01', 'name': 'supper'}, {'id': 12687, 'synset': 'buffet.n.02', 'name': 'buffet'}, {'id': 12688, 'synset': 'picnic.n.03', 'name': 'picnic'}, {'id': 12689, 'synset': 'cookout.n.01', 'name': 'cookout'}, {'id': 12690, 'synset': 'barbecue.n.02', 'name': 'barbecue'}, {'id': 12691, 'synset': 'clambake.n.01', 'name': 'clambake'}, {'id': 12692, 'synset': 'fish_fry.n.01', 'name': 'fish_fry'}, {'id': 12693, 'synset': 'bite.n.04', 'name': 'bite'}, {'id': 12694, 'synset': 'nosh.n.01', 'name': 'nosh'}, {'id': 12695, 'synset': 'nosh-up.n.01', 'name': 'nosh-up'}, {'id': 12696, 'synset': "ploughman's_lunch.n.01", 'name': "ploughman's_lunch"}, {'id': 12697, 'synset': 'coffee_break.n.01', 'name': 'coffee_break'}, {'id': 12698, 'synset': 'banquet.n.02', 'name': 'banquet'}, {'id': 12699, 'synset': 'entree.n.01', 'name': 'entree'}, {'id': 12700, 'synset': 'piece_de_resistance.n.02', 'name': 'piece_de_resistance'}, {'id': 12701, 'synset': 'plate.n.08', 'name': 'plate'}, {'id': 12702, 'synset': 'adobo.n.01', 'name': 'adobo'}, {'id': 12703, 'synset': 'side_dish.n.01', 'name': 'side_dish'}, {'id': 12704, 'synset': 'special.n.02', 'name': 'special'}, {'id': 12705, 'synset': 'chicken_casserole.n.01', 'name': 'chicken_casserole'}, {'id': 12706, 'synset': 'chicken_cacciatore.n.01', 'name': 'chicken_cacciatore'}, {'id': 12707, 'synset': 'antipasto.n.01', 'name': 'antipasto'}, {'id': 12708, 'synset': 'appetizer.n.01', 'name': 'appetizer'}, {'id': 12709, 'synset': 'canape.n.01', 'name': 'canape'}, {'id': 12710, 'synset': 'cocktail.n.02', 'name': 'cocktail'}, {'id': 12711, 'synset': 'fruit_cocktail.n.01', 'name': 'fruit_cocktail'}, {'id': 12712, 'synset': 'crab_cocktail.n.01', 'name': 'crab_cocktail'}, {'id': 12713, 'synset': 'shrimp_cocktail.n.01', 'name': 'shrimp_cocktail'}, {'id': 12714, 'synset': "hors_d'oeuvre.n.01", 'name': "hors_d'oeuvre"}, {'id': 12715, 'synset': 'relish.n.02', 'name': 'relish'}, {'id': 12716, 'synset': 'dip.n.04', 'name': 'dip'}, {'id': 12717, 'synset': 'bean_dip.n.01', 'name': 'bean_dip'}, {'id': 12718, 'synset': 'cheese_dip.n.01', 'name': 'cheese_dip'}, {'id': 12719, 'synset': 'clam_dip.n.01', 'name': 'clam_dip'}, {'id': 12720, 'synset': 'guacamole.n.01', 'name': 'guacamole'}, {'id': 12721, 'synset': 'soup_du_jour.n.01', 'name': 'soup_du_jour'}, {'id': 12722, 'synset': 'alphabet_soup.n.02', 'name': 'alphabet_soup'}, {'id': 12723, 'synset': 'consomme.n.01', 'name': 'consomme'}, {'id': 12724, 'synset': 'madrilene.n.01', 'name': 'madrilene'}, {'id': 12725, 'synset': 'bisque.n.01', 'name': 'bisque'}, {'id': 12726, 'synset': 'borsch.n.01', 'name': 'borsch'}, {'id': 12727, 'synset': 'broth.n.02', 'name': 'broth'}, {'id': 12728, 'synset': 'barley_water.n.01', 'name': 'barley_water'}, {'id': 12729, 'synset': 'bouillon.n.01', 'name': 'bouillon'}, {'id': 12730, 'synset': 'beef_broth.n.01', 'name': 'beef_broth'}, {'id': 12731, 'synset': 'chicken_broth.n.01', 'name': 'chicken_broth'}, {'id': 12732, 'synset': 'broth.n.01', 'name': 'broth'}, {'id': 12733, 'synset': 'stock_cube.n.01', 'name': 'stock_cube'}, {'id': 12734, 'synset': 'chicken_soup.n.01', 'name': 'chicken_soup'}, {'id': 12735, 'synset': 'cock-a-leekie.n.01', 'name': 'cock-a-leekie'}, {'id': 12736, 'synset': 'gazpacho.n.01', 'name': 'gazpacho'}, {'id': 12737, 'synset': 'gumbo.n.04', 'name': 'gumbo'}, {'id': 12738, 'synset': 'julienne.n.02', 'name': 'julienne'}, {'id': 12739, 'synset': 'marmite.n.01', 'name': 'marmite'}, {'id': 12740, 'synset': 'mock_turtle_soup.n.01', 'name': 'mock_turtle_soup'}, {'id': 12741, 'synset': 'mulligatawny.n.01', 'name': 'mulligatawny'}, {'id': 12742, 'synset': 'oxtail_soup.n.01', 'name': 'oxtail_soup'}, {'id': 12743, 'synset': 'pea_soup.n.01', 'name': 'pea_soup'}, {'id': 12744, 'synset': 'pepper_pot.n.01', 'name': 'pepper_pot'}, {'id': 12745, 'synset': 'petite_marmite.n.01', 'name': 'petite_marmite'}, {'id': 12746, 'synset': 'potage.n.01', 'name': 'potage'}, {'id': 12747, 'synset': 'pottage.n.01', 'name': 'pottage'}, {'id': 12748, 'synset': 'turtle_soup.n.01', 'name': 'turtle_soup'}, {'id': 12749, 'synset': 'eggdrop_soup.n.01', 'name': 'eggdrop_soup'}, {'id': 12750, 'synset': 'chowder.n.01', 'name': 'chowder'}, {'id': 12751, 'synset': 'corn_chowder.n.01', 'name': 'corn_chowder'}, {'id': 12752, 'synset': 'clam_chowder.n.01', 'name': 'clam_chowder'}, {'id': 12753, 'synset': 'manhattan_clam_chowder.n.01', 'name': 'Manhattan_clam_chowder'}, {'id': 12754, 'synset': 'new_england_clam_chowder.n.01', 'name': 'New_England_clam_chowder'}, {'id': 12755, 'synset': 'fish_chowder.n.01', 'name': 'fish_chowder'}, {'id': 12756, 'synset': 'won_ton.n.02', 'name': 'won_ton'}, {'id': 12757, 'synset': 'split-pea_soup.n.01', 'name': 'split-pea_soup'}, {'id': 12758, 'synset': 'green_pea_soup.n.01', 'name': 'green_pea_soup'}, {'id': 12759, 'synset': 'lentil_soup.n.01', 'name': 'lentil_soup'}, {'id': 12760, 'synset': 'scotch_broth.n.01', 'name': 'Scotch_broth'}, {'id': 12761, 'synset': 'vichyssoise.n.01', 'name': 'vichyssoise'}, {'id': 12762, 'synset': 'bigos.n.01', 'name': 'bigos'}, {'id': 12763, 'synset': 'brunswick_stew.n.01', 'name': 'Brunswick_stew'}, {'id': 12764, 'synset': 'burgoo.n.03', 'name': 'burgoo'}, {'id': 12765, 'synset': 'burgoo.n.02', 'name': 'burgoo'}, {'id': 12766, 'synset': 'olla_podrida.n.01', 'name': 'olla_podrida'}, {'id': 12767, 'synset': 'mulligan_stew.n.01', 'name': 'mulligan_stew'}, {'id': 12768, 'synset': 'purloo.n.01', 'name': 'purloo'}, {'id': 12769, 'synset': 'goulash.n.01', 'name': 'goulash'}, {'id': 12770, 'synset': 'hotchpotch.n.02', 'name': 'hotchpotch'}, {'id': 12771, 'synset': 'hot_pot.n.01', 'name': 'hot_pot'}, {'id': 12772, 'synset': 'beef_goulash.n.01', 'name': 'beef_goulash'}, {'id': 12773, 'synset': 'pork-and-veal_goulash.n.01', 'name': 'pork-and-veal_goulash'}, {'id': 12774, 'synset': 'porkholt.n.01', 'name': 'porkholt'}, {'id': 12775, 'synset': 'irish_stew.n.01', 'name': 'Irish_stew'}, {'id': 12776, 'synset': 'oyster_stew.n.01', 'name': 'oyster_stew'}, {'id': 12777, 'synset': 'lobster_stew.n.01', 'name': 'lobster_stew'}, {'id': 12778, 'synset': 'lobscouse.n.01', 'name': 'lobscouse'}, {'id': 12779, 'synset': 'fish_stew.n.01', 'name': 'fish_stew'}, {'id': 12780, 'synset': 'bouillabaisse.n.01', 'name': 'bouillabaisse'}, {'id': 12781, 'synset': 'matelote.n.01', 'name': 'matelote'}, {'id': 12782, 'synset': 'paella.n.01', 'name': 'paella'}, {'id': 12783, 'synset': 'fricassee.n.01', 'name': 'fricassee'}, {'id': 12784, 'synset': 'chicken_stew.n.01', 'name': 'chicken_stew'}, {'id': 12785, 'synset': 'turkey_stew.n.01', 'name': 'turkey_stew'}, {'id': 12786, 'synset': 'beef_stew.n.01', 'name': 'beef_stew'}, {'id': 12787, 'synset': 'ragout.n.01', 'name': 'ragout'}, {'id': 12788, 'synset': 'ratatouille.n.01', 'name': 'ratatouille'}, {'id': 12789, 'synset': 'salmi.n.01', 'name': 'salmi'}, {'id': 12790, 'synset': 'pot-au-feu.n.01', 'name': 'pot-au-feu'}, {'id': 12791, 'synset': 'slumgullion.n.01', 'name': 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'powdered_sugar.n.01', 'name': 'powdered_sugar'}, {'id': 12807, 'synset': 'granulated_sugar.n.01', 'name': 'granulated_sugar'}, {'id': 12808, 'synset': 'icing_sugar.n.01', 'name': 'icing_sugar'}, {'id': 12809, 'synset': 'corn_sugar.n.02', 'name': 'corn_sugar'}, {'id': 12810, 'synset': 'brown_sugar.n.01', 'name': 'brown_sugar'}, {'id': 12811, 'synset': 'demerara.n.05', 'name': 'demerara'}, {'id': 12812, 'synset': 'sweet.n.03', 'name': 'sweet'}, {'id': 12813, 'synset': 'confectionery.n.01', 'name': 'confectionery'}, {'id': 12814, 'synset': 'confiture.n.01', 'name': 'confiture'}, {'id': 12815, 'synset': 'sweetmeat.n.01', 'name': 'sweetmeat'}, {'id': 12816, 'synset': 'candy.n.01', 'name': 'candy'}, {'id': 12817, 'synset': 'carob_bar.n.01', 'name': 'carob_bar'}, {'id': 12818, 'synset': 'hardbake.n.01', 'name': 'hardbake'}, {'id': 12819, 'synset': 'hard_candy.n.01', 'name': 'hard_candy'}, {'id': 12820, 'synset': 'barley-sugar.n.01', 'name': 'barley-sugar'}, {'id': 12821, 'synset': 'brandyball.n.01', 'name': 'brandyball'}, {'id': 12822, 'synset': 'jawbreaker.n.01', 'name': 'jawbreaker'}, {'id': 12823, 'synset': 'lemon_drop.n.01', 'name': 'lemon_drop'}, {'id': 12824, 'synset': 'sourball.n.01', 'name': 'sourball'}, {'id': 12825, 'synset': 'patty.n.03', 'name': 'patty'}, {'id': 12826, 'synset': 'peppermint_patty.n.01', 'name': 'peppermint_patty'}, {'id': 12827, 'synset': 'bonbon.n.01', 'name': 'bonbon'}, {'id': 12828, 'synset': 'brittle.n.01', 'name': 'brittle'}, {'id': 12829, 'synset': 'peanut_brittle.n.01', 'name': 'peanut_brittle'}, {'id': 12830, 'synset': 'chewing_gum.n.01', 'name': 'chewing_gum'}, {'id': 12831, 'synset': 'gum_ball.n.01', 'name': 'gum_ball'}, {'id': 12832, 'synset': 'butterscotch.n.01', 'name': 'butterscotch'}, {'id': 12833, 'synset': 'candied_fruit.n.01', 'name': 'candied_fruit'}, {'id': 12834, 'synset': 'candied_apple.n.01', 'name': 'candied_apple'}, {'id': 12835, 'synset': 'crystallized_ginger.n.01', 'name': 'crystallized_ginger'}, {'id': 12836, 'synset': 'grapefruit_peel.n.01', 'name': 'grapefruit_peel'}, {'id': 12837, 'synset': 'lemon_peel.n.02', 'name': 'lemon_peel'}, {'id': 12838, 'synset': 'orange_peel.n.02', 'name': 'orange_peel'}, {'id': 12839, 'synset': 'candied_citrus_peel.n.01', 'name': 'candied_citrus_peel'}, {'id': 12840, 'synset': 'candy_corn.n.01', 'name': 'candy_corn'}, {'id': 12841, 'synset': 'caramel.n.01', 'name': 'caramel'}, {'id': 12842, 'synset': 'center.n.14', 'name': 'center'}, {'id': 12843, 'synset': 'comfit.n.01', 'name': 'comfit'}, {'id': 12844, 'synset': 'cotton_candy.n.01', 'name': 'cotton_candy'}, {'id': 12845, 'synset': 'dragee.n.02', 'name': 'dragee'}, {'id': 12846, 'synset': 'dragee.n.01', 'name': 'dragee'}, {'id': 12847, 'synset': 'fondant.n.01', 'name': 'fondant'}, {'id': 12848, 'synset': 'chocolate_fudge.n.01', 'name': 'chocolate_fudge'}, {'id': 12849, 'synset': 'divinity.n.03', 'name': 'divinity'}, {'id': 12850, 'synset': 'penuche.n.01', 'name': 'penuche'}, {'id': 12851, 'synset': 'gumdrop.n.01', 'name': 'gumdrop'}, {'id': 12852, 'synset': 'jujube.n.03', 'name': 'jujube'}, {'id': 12853, 'synset': 'honey_crisp.n.01', 'name': 'honey_crisp'}, {'id': 12854, 'synset': 'horehound.n.02', 'name': 'horehound'}, {'id': 12855, 'synset': 'peppermint.n.03', 'name': 'peppermint'}, {'id': 12856, 'synset': 'kiss.n.03', 'name': 'kiss'}, {'id': 12857, 'synset': 'molasses_kiss.n.01', 'name': 'molasses_kiss'}, {'id': 12858, 'synset': 'meringue_kiss.n.01', 'name': 'meringue_kiss'}, {'id': 12859, 'synset': 'chocolate_kiss.n.01', 'name': 'chocolate_kiss'}, {'id': 12860, 'synset': 'licorice.n.02', 'name': 'licorice'}, {'id': 12861, 'synset': 'life_saver.n.01', 'name': 'Life_Saver'}, {'id': 12862, 'synset': 'lozenge.n.01', 'name': 'lozenge'}, {'id': 12863, 'synset': 'cachou.n.01', 'name': 'cachou'}, {'id': 12864, 'synset': 'cough_drop.n.01', 'name': 'cough_drop'}, {'id': 12865, 'synset': 'marshmallow.n.01', 'name': 'marshmallow'}, {'id': 12866, 'synset': 'marzipan.n.01', 'name': 'marzipan'}, {'id': 12867, 'synset': 'nougat.n.01', 'name': 'nougat'}, {'id': 12868, 'synset': 'nougat_bar.n.01', 'name': 'nougat_bar'}, {'id': 12869, 'synset': 'nut_bar.n.01', 'name': 'nut_bar'}, {'id': 12870, 'synset': 'peanut_bar.n.01', 'name': 'peanut_bar'}, {'id': 12871, 'synset': 'popcorn_ball.n.01', 'name': 'popcorn_ball'}, {'id': 12872, 'synset': 'praline.n.01', 'name': 'praline'}, {'id': 12873, 'synset': 'rock_candy.n.02', 'name': 'rock_candy'}, {'id': 12874, 'synset': 'rock_candy.n.01', 'name': 'rock_candy'}, {'id': 12875, 'synset': 'sugar_candy.n.01', 'name': 'sugar_candy'}, {'id': 12876, 'synset': 'sugarplum.n.01', 'name': 'sugarplum'}, {'id': 12877, 'synset': 'taffy.n.01', 'name': 'taffy'}, {'id': 12878, 'synset': 'molasses_taffy.n.01', 'name': 'molasses_taffy'}, {'id': 12879, 'synset': 'turkish_delight.n.01', 'name': 'Turkish_Delight'}, {'id': 12880, 'synset': 'dessert.n.01', 'name': 'dessert'}, {'id': 12881, 'synset': 'ambrosia.n.04', 'name': 'ambrosia'}, {'id': 12882, 'synset': 'ambrosia.n.03', 'name': 'ambrosia'}, {'id': 12883, 'synset': 'baked_alaska.n.01', 'name': 'baked_Alaska'}, {'id': 12884, 'synset': 'blancmange.n.01', 'name': 'blancmange'}, {'id': 12885, 'synset': 'charlotte.n.02', 'name': 'charlotte'}, {'id': 12886, 'synset': 'compote.n.01', 'name': 'compote'}, {'id': 12887, 'synset': 'dumpling.n.02', 'name': 'dumpling'}, {'id': 12888, 'synset': 'flan.n.01', 'name': 'flan'}, {'id': 12889, 'synset': 'frozen_dessert.n.01', 'name': 'frozen_dessert'}, {'id': 12890, 'synset': 'junket.n.01', 'name': 'junket'}, {'id': 12891, 'synset': 'mousse.n.02', 'name': 'mousse'}, {'id': 12892, 'synset': 'mousse.n.01', 'name': 'mousse'}, {'id': 12893, 'synset': 'pavlova.n.02', 'name': 'pavlova'}, {'id': 12894, 'synset': 'peach_melba.n.01', 'name': 'peach_melba'}, {'id': 12895, 'synset': 'whip.n.03', 'name': 'whip'}, {'id': 12896, 'synset': 'prune_whip.n.01', 'name': 'prune_whip'}, {'id': 12897, 'synset': 'pudding.n.03', 'name': 'pudding'}, {'id': 12898, 'synset': 'pudding.n.02', 'name': 'pudding'}, {'id': 12899, 'synset': 'syllabub.n.02', 'name': 'syllabub'}, {'id': 12900, 'synset': 'tiramisu.n.01', 'name': 'tiramisu'}, {'id': 12901, 'synset': 'trifle.n.01', 'name': 'trifle'}, {'id': 12902, 'synset': 'tipsy_cake.n.01', 'name': 'tipsy_cake'}, {'id': 12903, 'synset': 'jello.n.01', 'name': 'jello'}, {'id': 12904, 'synset': 'apple_dumpling.n.01', 'name': 'apple_dumpling'}, {'id': 12905, 'synset': 'ice.n.05', 'name': 'ice'}, {'id': 12906, 'synset': 'water_ice.n.02', 'name': 'water_ice'}, {'id': 12907, 'synset': 'ice-cream_cone.n.01', 'name': 'ice-cream_cone'}, {'id': 12908, 'synset': 'chocolate_ice_cream.n.01', 'name': 'chocolate_ice_cream'}, {'id': 12909, 'synset': 'neapolitan_ice_cream.n.01', 'name': 'Neapolitan_ice_cream'}, {'id': 12910, 'synset': 'peach_ice_cream.n.01', 'name': 'peach_ice_cream'}, {'id': 12911, 'synset': 'strawberry_ice_cream.n.01', 'name': 'strawberry_ice_cream'}, {'id': 12912, 'synset': 'tutti-frutti.n.01', 'name': 'tutti-frutti'}, {'id': 12913, 'synset': 'vanilla_ice_cream.n.01', 'name': 'vanilla_ice_cream'}, {'id': 12914, 'synset': 'ice_milk.n.01', 'name': 'ice_milk'}, {'id': 12915, 'synset': 'frozen_yogurt.n.01', 'name': 'frozen_yogurt'}, {'id': 12916, 'synset': 'snowball.n.03', 'name': 'snowball'}, {'id': 12917, 'synset': 'snowball.n.02', 'name': 'snowball'}, {'id': 12918, 'synset': 'parfait.n.01', 'name': 'parfait'}, {'id': 12919, 'synset': 'ice-cream_sundae.n.01', 'name': 'ice-cream_sundae'}, {'id': 12920, 'synset': 'split.n.07', 'name': 'split'}, {'id': 12921, 'synset': 'banana_split.n.01', 'name': 'banana_split'}, {'id': 12922, 'synset': 'frozen_pudding.n.01', 'name': 'frozen_pudding'}, {'id': 12923, 'synset': 'frozen_custard.n.01', 'name': 'frozen_custard'}, {'id': 12924, 'synset': 'flummery.n.01', 'name': 'flummery'}, {'id': 12925, 'synset': 'fish_mousse.n.01', 'name': 'fish_mousse'}, {'id': 12926, 'synset': 'chicken_mousse.n.01', 'name': 'chicken_mousse'}, {'id': 12927, 'synset': 'plum_pudding.n.01', 'name': 'plum_pudding'}, {'id': 12928, 'synset': 'carrot_pudding.n.01', 'name': 'carrot_pudding'}, {'id': 12929, 'synset': 'corn_pudding.n.01', 'name': 'corn_pudding'}, {'id': 12930, 'synset': 'steamed_pudding.n.01', 'name': 'steamed_pudding'}, {'id': 12931, 'synset': 'duff.n.01', 'name': 'duff'}, {'id': 12932, 'synset': 'vanilla_pudding.n.01', 'name': 'vanilla_pudding'}, {'id': 12933, 'synset': 'chocolate_pudding.n.01', 'name': 'chocolate_pudding'}, {'id': 12934, 'synset': 'brown_betty.n.01', 'name': 'brown_Betty'}, {'id': 12935, 'synset': 'nesselrode.n.01', 'name': 'Nesselrode'}, {'id': 12936, 'synset': 'pease_pudding.n.01', 'name': 'pease_pudding'}, {'id': 12937, 'synset': 'custard.n.01', 'name': 'custard'}, {'id': 12938, 'synset': 'creme_caramel.n.01', 'name': 'creme_caramel'}, {'id': 12939, 'synset': 'creme_anglais.n.01', 'name': 'creme_anglais'}, {'id': 12940, 'synset': 'creme_brulee.n.01', 'name': 'creme_brulee'}, {'id': 12941, 'synset': 'fruit_custard.n.01', 'name': 'fruit_custard'}, {'id': 12942, 'synset': 'tapioca.n.01', 'name': 'tapioca'}, {'id': 12943, 'synset': 'tapioca_pudding.n.01', 'name': 'tapioca_pudding'}, {'id': 12944, 'synset': 'roly-poly.n.02', 'name': 'roly-poly'}, {'id': 12945, 'synset': 'suet_pudding.n.01', 'name': 'suet_pudding'}, {'id': 12946, 'synset': 'bavarian_cream.n.01', 'name': 'Bavarian_cream'}, {'id': 12947, 'synset': 'maraschino.n.02', 'name': 'maraschino'}, {'id': 12948, 'synset': 'nonpareil.n.02', 'name': 'nonpareil'}, {'id': 12949, 'synset': 'zabaglione.n.01', 'name': 'zabaglione'}, {'id': 12950, 'synset': 'garnish.n.01', 'name': 'garnish'}, {'id': 12951, 'synset': 'pastry.n.01', 'name': 'pastry'}, {'id': 12952, 'synset': 'turnover.n.02', 'name': 'turnover'}, {'id': 12953, 'synset': 'apple_turnover.n.01', 'name': 'apple_turnover'}, {'id': 12954, 'synset': 'knish.n.01', 'name': 'knish'}, {'id': 12955, 'synset': 'pirogi.n.01', 'name': 'pirogi'}, {'id': 12956, 'synset': 'samosa.n.01', 'name': 'samosa'}, {'id': 12957, 'synset': 'timbale.n.01', 'name': 'timbale'}, {'id': 12958, 'synset': 'puff_paste.n.01', 'name': 'puff_paste'}, {'id': 12959, 'synset': 'phyllo.n.01', 'name': 'phyllo'}, {'id': 12960, 'synset': 'puff_batter.n.01', 'name': 'puff_batter'}, {'id': 12961, 'synset': 'ice-cream_cake.n.01', 'name': 'ice-cream_cake'}, {'id': 12962, 'synset': 'fish_cake.n.01', 'name': 'fish_cake'}, {'id': 12963, 'synset': 'fish_stick.n.01', 'name': 'fish_stick'}, {'id': 12964, 'synset': 'conserve.n.01', 'name': 'conserve'}, {'id': 12965, 'synset': 'apple_butter.n.01', 'name': 'apple_butter'}, {'id': 12966, 'synset': 'chowchow.n.02', 'name': 'chowchow'}, {'id': 12967, 'synset': 'lemon_curd.n.01', 'name': 'lemon_curd'}, {'id': 12968, 'synset': 'strawberry_jam.n.01', 'name': 'strawberry_jam'}, {'id': 12969, 'synset': 'jelly.n.02', 'name': 'jelly'}, {'id': 12970, 'synset': 'apple_jelly.n.01', 'name': 'apple_jelly'}, {'id': 12971, 'synset': 'crabapple_jelly.n.01', 'name': 'crabapple_jelly'}, {'id': 12972, 'synset': 'grape_jelly.n.01', 'name': 'grape_jelly'}, {'id': 12973, 'synset': 'marmalade.n.01', 'name': 'marmalade'}, {'id': 12974, 'synset': 'orange_marmalade.n.01', 'name': 'orange_marmalade'}, {'id': 12975, 'synset': 'gelatin_dessert.n.01', 'name': 'gelatin_dessert'}, {'id': 12976, 'synset': 'buffalo_wing.n.01', 'name': 'buffalo_wing'}, {'id': 12977, 'synset': 'barbecued_wing.n.01', 'name': 'barbecued_wing'}, {'id': 12978, 'synset': 'mess.n.03', 'name': 'mess'}, {'id': 12979, 'synset': 'mince.n.01', 'name': 'mince'}, {'id': 12980, 'synset': 'puree.n.01', 'name': 'puree'}, {'id': 12981, 'synset': 'barbecue.n.01', 'name': 'barbecue'}, {'id': 12982, 'synset': 'biryani.n.01', 'name': 'biryani'}, {'id': 12983, 'synset': 'escalope_de_veau_orloff.n.01', 'name': 'escalope_de_veau_Orloff'}, {'id': 12984, 'synset': 'saute.n.01', 'name': 'saute'}, {'id': 12985, 'synset': 'veal_parmesan.n.01', 'name': 'veal_parmesan'}, {'id': 12986, 'synset': 'veal_cordon_bleu.n.01', 'name': 'veal_cordon_bleu'}, {'id': 12987, 'synset': 'margarine.n.01', 'name': 'margarine'}, {'id': 12988, 'synset': 'mincemeat.n.01', 'name': 'mincemeat'}, {'id': 12989, 'synset': 'stuffing.n.01', 'name': 'stuffing'}, {'id': 12990, 'synset': 'turkey_stuffing.n.01', 'name': 'turkey_stuffing'}, {'id': 12991, 'synset': 'oyster_stuffing.n.01', 'name': 'oyster_stuffing'}, {'id': 12992, 'synset': 'forcemeat.n.01', 'name': 'forcemeat'}, {'id': 12993, 'synset': 'anadama_bread.n.01', 'name': 'anadama_bread'}, {'id': 12994, 'synset': 'bap.n.01', 'name': 'bap'}, {'id': 12995, 'synset': 'barmbrack.n.01', 'name': 'barmbrack'}, {'id': 12996, 'synset': 'breadstick.n.01', 'name': 'breadstick'}, {'id': 12997, 'synset': 'grissino.n.01', 'name': 'grissino'}, {'id': 12998, 'synset': 'brown_bread.n.02', 'name': 'brown_bread'}, {'id': 12999, 'synset': 'tea_bread.n.01', 'name': 'tea_bread'}, {'id': 13000, 'synset': 'caraway_seed_bread.n.01', 'name': 'caraway_seed_bread'}, {'id': 13001, 'synset': 'challah.n.01', 'name': 'challah'}, {'id': 13002, 'synset': 'cinnamon_bread.n.01', 'name': 'cinnamon_bread'}, {'id': 13003, 'synset': 'cracked-wheat_bread.n.01', 'name': 'cracked-wheat_bread'}, {'id': 13004, 'synset': 'dark_bread.n.01', 'name': 'dark_bread'}, {'id': 13005, 'synset': 'english_muffin.n.01', 'name': 'English_muffin'}, {'id': 13006, 'synset': 'flatbread.n.01', 'name': 'flatbread'}, {'id': 13007, 'synset': 'garlic_bread.n.01', 'name': 'garlic_bread'}, {'id': 13008, 'synset': 'gluten_bread.n.01', 'name': 'gluten_bread'}, {'id': 13009, 'synset': 'graham_bread.n.01', 'name': 'graham_bread'}, {'id': 13010, 'synset': 'host.n.09', 'name': 'Host'}, {'id': 13011, 'synset': 'flatbrod.n.01', 'name': 'flatbrod'}, {'id': 13012, 'synset': 'bannock.n.01', 'name': 'bannock'}, {'id': 13013, 'synset': 'chapatti.n.01', 'name': 'chapatti'}, {'id': 13014, 'synset': 'loaf_of_bread.n.01', 'name': 'loaf_of_bread'}, {'id': 13015, 'synset': 'french_loaf.n.01', 'name': 'French_loaf'}, {'id': 13016, 'synset': 'matzo.n.01', 'name': 'matzo'}, {'id': 13017, 'synset': 'nan.n.04', 'name': 'nan'}, {'id': 13018, 'synset': 'onion_bread.n.01', 'name': 'onion_bread'}, {'id': 13019, 'synset': 'raisin_bread.n.01', 'name': 'raisin_bread'}, {'id': 13020, 'synset': 'quick_bread.n.01', 'name': 'quick_bread'}, {'id': 13021, 'synset': 'banana_bread.n.01', 'name': 'banana_bread'}, {'id': 13022, 'synset': 'date_bread.n.01', 'name': 'date_bread'}, {'id': 13023, 'synset': 'date-nut_bread.n.01', 'name': 'date-nut_bread'}, {'id': 13024, 'synset': 'nut_bread.n.01', 'name': 'nut_bread'}, {'id': 13025, 'synset': 'oatcake.n.01', 'name': 'oatcake'}, {'id': 13026, 'synset': 'irish_soda_bread.n.01', 'name': 'Irish_soda_bread'}, {'id': 13027, 'synset': 'skillet_bread.n.01', 'name': 'skillet_bread'}, {'id': 13028, 'synset': 'rye_bread.n.01', 'name': 'rye_bread'}, {'id': 13029, 'synset': 'black_bread.n.01', 'name': 'black_bread'}, {'id': 13030, 'synset': 'jewish_rye_bread.n.01', 'name': 'Jewish_rye_bread'}, {'id': 13031, 'synset': 'limpa.n.01', 'name': 'limpa'}, {'id': 13032, 'synset': 'swedish_rye_bread.n.01', 'name': 'Swedish_rye_bread'}, {'id': 13033, 'synset': 'salt-rising_bread.n.01', 'name': 'salt-rising_bread'}, {'id': 13034, 'synset': 'simnel.n.01', 'name': 'simnel'}, {'id': 13035, 'synset': 'sour_bread.n.01', 'name': 'sour_bread'}, {'id': 13036, 'synset': 'wafer.n.03', 'name': 'wafer'}, {'id': 13037, 'synset': 'white_bread.n.01', 'name': 'white_bread'}, {'id': 13038, 'synset': 'french_bread.n.01', 'name': 'French_bread'}, {'id': 13039, 'synset': 'italian_bread.n.01', 'name': 'Italian_bread'}, {'id': 13040, 'synset': 'corn_cake.n.01', 'name': 'corn_cake'}, {'id': 13041, 'synset': 'skillet_corn_bread.n.01', 'name': 'skillet_corn_bread'}, {'id': 13042, 'synset': 'ashcake.n.01', 'name': 'ashcake'}, {'id': 13043, 'synset': 'hoecake.n.01', 'name': 'hoecake'}, {'id': 13044, 'synset': 'cornpone.n.01', 'name': 'cornpone'}, {'id': 13045, 'synset': 'corn_dab.n.01', 'name': 'corn_dab'}, {'id': 13046, 'synset': 'hush_puppy.n.01', 'name': 'hush_puppy'}, {'id': 13047, 'synset': 'johnnycake.n.01', 'name': 'johnnycake'}, {'id': 13048, 'synset': 'shawnee_cake.n.01', 'name': 'Shawnee_cake'}, {'id': 13049, 'synset': 'spoon_bread.n.01', 'name': 'spoon_bread'}, {'id': 13050, 'synset': 'cinnamon_toast.n.01', 'name': 'cinnamon_toast'}, {'id': 13051, 'synset': 'orange_toast.n.01', 'name': 'orange_toast'}, {'id': 13052, 'synset': 'melba_toast.n.01', 'name': 'Melba_toast'}, {'id': 13053, 'synset': 'zwieback.n.01', 'name': 'zwieback'}, {'id': 13054, 'synset': 'frankfurter_bun.n.01', 'name': 'frankfurter_bun'}, {'id': 13055, 'synset': 'hamburger_bun.n.01', 'name': 'hamburger_bun'}, {'id': 13056, 'synset': 'bran_muffin.n.01', 'name': 'bran_muffin'}, {'id': 13057, 'synset': 'corn_muffin.n.01', 'name': 'corn_muffin'}, {'id': 13058, 'synset': 'yorkshire_pudding.n.01', 'name': 'Yorkshire_pudding'}, {'id': 13059, 'synset': 'popover.n.01', 'name': 'popover'}, {'id': 13060, 'synset': 'scone.n.01', 'name': 'scone'}, {'id': 13061, 'synset': 'drop_scone.n.01', 'name': 'drop_scone'}, {'id': 13062, 'synset': 'cross_bun.n.01', 'name': 'cross_bun'}, {'id': 13063, 'synset': 'brioche.n.01', 'name': 'brioche'}, {'id': 13064, 'synset': 'hard_roll.n.01', 'name': 'hard_roll'}, {'id': 13065, 'synset': 'soft_roll.n.01', 'name': 'soft_roll'}, {'id': 13066, 'synset': 'kaiser_roll.n.01', 'name': 'kaiser_roll'}, {'id': 13067, 'synset': 'parker_house_roll.n.01', 'name': 'Parker_House_roll'}, {'id': 13068, 'synset': 'clover-leaf_roll.n.01', 'name': 'clover-leaf_roll'}, {'id': 13069, 'synset': 'onion_roll.n.01', 'name': 'onion_roll'}, {'id': 13070, 'synset': 'bialy.n.01', 'name': 'bialy'}, {'id': 13071, 'synset': 'sweet_roll.n.01', 'name': 'sweet_roll'}, {'id': 13072, 'synset': 'bear_claw.n.01', 'name': 'bear_claw'}, {'id': 13073, 'synset': 'cinnamon_roll.n.01', 'name': 'cinnamon_roll'}, {'id': 13074, 'synset': 'honey_bun.n.01', 'name': 'honey_bun'}, {'id': 13075, 'synset': 'pinwheel_roll.n.01', 'name': 'pinwheel_roll'}, {'id': 13076, 'synset': 'danish.n.02', 'name': 'danish'}, {'id': 13077, 'synset': 'onion_bagel.n.01', 'name': 'onion_bagel'}, {'id': 13078, 'synset': 'biscuit.n.01', 'name': 'biscuit'}, {'id': 13079, 'synset': 'rolled_biscuit.n.01', 'name': 'rolled_biscuit'}, {'id': 13080, 'synset': 'baking-powder_biscuit.n.01', 'name': 'baking-powder_biscuit'}, {'id': 13081, 'synset': 'buttermilk_biscuit.n.01', 'name': 'buttermilk_biscuit'}, {'id': 13082, 'synset': 'shortcake.n.01', 'name': 'shortcake'}, {'id': 13083, 'synset': 'hardtack.n.01', 'name': 'hardtack'}, {'id': 13084, 'synset': 'saltine.n.01', 'name': 'saltine'}, {'id': 13085, 'synset': 'soda_cracker.n.01', 'name': 'soda_cracker'}, {'id': 13086, 'synset': 'oyster_cracker.n.01', 'name': 'oyster_cracker'}, {'id': 13087, 'synset': 'water_biscuit.n.01', 'name': 'water_biscuit'}, {'id': 13088, 'synset': 'graham_cracker.n.01', 'name': 'graham_cracker'}, {'id': 13089, 'synset': 'soft_pretzel.n.01', 'name': 'soft_pretzel'}, {'id': 13090, 'synset': 'sandwich_plate.n.01', 'name': 'sandwich_plate'}, {'id': 13091, 'synset': 'butty.n.01', 'name': 'butty'}, {'id': 13092, 'synset': 'ham_sandwich.n.01', 'name': 'ham_sandwich'}, {'id': 13093, 'synset': 'chicken_sandwich.n.01', 'name': 'chicken_sandwich'}, {'id': 13094, 'synset': 'club_sandwich.n.01', 'name': 'club_sandwich'}, {'id': 13095, 'synset': 'open-face_sandwich.n.01', 'name': 'open-face_sandwich'}, {'id': 13096, 'synset': 'cheeseburger.n.01', 'name': 'cheeseburger'}, {'id': 13097, 'synset': 'tunaburger.n.01', 'name': 'tunaburger'}, {'id': 13098, 'synset': 'hotdog.n.02', 'name': 'hotdog'}, {'id': 13099, 'synset': 'sloppy_joe.n.01', 'name': 'Sloppy_Joe'}, {'id': 13100, 'synset': 'bomber.n.03', 'name': 'bomber'}, {'id': 13101, 'synset': 'gyro.n.01', 'name': 'gyro'}, {'id': 13102, 'synset': 'bacon-lettuce-tomato_sandwich.n.01', 'name': 'bacon-lettuce-tomato_sandwich'}, {'id': 13103, 'synset': 'reuben.n.02', 'name': 'Reuben'}, {'id': 13104, 'synset': 'western.n.02', 'name': 'western'}, {'id': 13105, 'synset': 'wrap.n.02', 'name': 'wrap'}, {'id': 13106, 'synset': 'spaghetti.n.01', 'name': 'spaghetti'}, {'id': 13107, 'synset': 'hasty_pudding.n.01', 'name': 'hasty_pudding'}, {'id': 13108, 'synset': 'gruel.n.01', 'name': 'gruel'}, {'id': 13109, 'synset': 'congee.n.01', 'name': 'congee'}, {'id': 13110, 'synset': 'skilly.n.01', 'name': 'skilly'}, {'id': 13111, 'synset': 'edible_fruit.n.01', 'name': 'edible_fruit'}, {'id': 13112, 'synset': 'vegetable.n.01', 'name': 'vegetable'}, {'id': 13113, 'synset': 'julienne.n.01', 'name': 'julienne'}, {'id': 13114, 'synset': 'raw_vegetable.n.01', 'name': 'raw_vegetable'}, {'id': 13115, 'synset': 'crudites.n.01', 'name': 'crudites'}, {'id': 13116, 'synset': 'celery_stick.n.01', 'name': 'celery_stick'}, {'id': 13117, 'synset': 'legume.n.03', 'name': 'legume'}, {'id': 13118, 'synset': 'pulse.n.04', 'name': 'pulse'}, {'id': 13119, 'synset': 'potherb.n.01', 'name': 'potherb'}, {'id': 13120, 'synset': 'greens.n.01', 'name': 'greens'}, {'id': 13121, 'synset': 'chop-suey_greens.n.02', 'name': 'chop-suey_greens'}, {'id': 13122, 'synset': 'solanaceous_vegetable.n.01', 'name': 'solanaceous_vegetable'}, {'id': 13123, 'synset': 'root_vegetable.n.01', 'name': 'root_vegetable'}, {'id': 13124, 'synset': 'baked_potato.n.01', 'name': 'baked_potato'}, {'id': 13125, 'synset': 'french_fries.n.01', 'name': 'french_fries'}, {'id': 13126, 'synset': 'home_fries.n.01', 'name': 'home_fries'}, {'id': 13127, 'synset': 'jacket_potato.n.01', 'name': 'jacket_potato'}, {'id': 13128, 'synset': 'potato_skin.n.01', 'name': 'potato_skin'}, {'id': 13129, 'synset': 'uruguay_potato.n.02', 'name': 'Uruguay_potato'}, {'id': 13130, 'synset': 'yam.n.04', 'name': 'yam'}, {'id': 13131, 'synset': 'yam.n.03', 'name': 'yam'}, {'id': 13132, 'synset': 'snack_food.n.01', 'name': 'snack_food'}, {'id': 13133, 'synset': 'corn_chip.n.01', 'name': 'corn_chip'}, {'id': 13134, 'synset': 'tortilla_chip.n.01', 'name': 'tortilla_chip'}, {'id': 13135, 'synset': 'nacho.n.01', 'name': 'nacho'}, {'id': 13136, 'synset': 'pieplant.n.01', 'name': 'pieplant'}, {'id': 13137, 'synset': 'cruciferous_vegetable.n.01', 'name': 'cruciferous_vegetable'}, {'id': 13138, 'synset': 'mustard.n.03', 'name': 'mustard'}, {'id': 13139, 'synset': 'cabbage.n.01', 'name': 'cabbage'}, {'id': 13140, 'synset': 'kale.n.03', 'name': 'kale'}, {'id': 13141, 'synset': 'collards.n.01', 'name': 'collards'}, {'id': 13142, 'synset': 'chinese_cabbage.n.02', 'name': 'Chinese_cabbage'}, {'id': 13143, 'synset': 'bok_choy.n.02', 'name': 'bok_choy'}, {'id': 13144, 'synset': 'head_cabbage.n.02', 'name': 'head_cabbage'}, {'id': 13145, 'synset': 'red_cabbage.n.02', 'name': 'red_cabbage'}, {'id': 13146, 'synset': 'savoy_cabbage.n.02', 'name': 'savoy_cabbage'}, {'id': 13147, 'synset': 'broccoli.n.02', 'name': 'broccoli'}, {'id': 13148, 'synset': 'broccoli_rabe.n.02', 'name': 'broccoli_rabe'}, {'id': 13149, 'synset': 'squash.n.02', 'name': 'squash'}, {'id': 13150, 'synset': 'summer_squash.n.02', 'name': 'summer_squash'}, {'id': 13151, 'synset': 'yellow_squash.n.02', 'name': 'yellow_squash'}, {'id': 13152, 'synset': 'crookneck.n.01', 'name': 'crookneck'}, {'id': 13153, 'synset': 'marrow.n.04', 'name': 'marrow'}, {'id': 13154, 'synset': 'cocozelle.n.02', 'name': 'cocozelle'}, {'id': 13155, 'synset': 'pattypan_squash.n.02', 'name': 'pattypan_squash'}, {'id': 13156, 'synset': 'spaghetti_squash.n.02', 'name': 'spaghetti_squash'}, {'id': 13157, 'synset': 'winter_squash.n.02', 'name': 'winter_squash'}, {'id': 13158, 'synset': 'acorn_squash.n.02', 'name': 'acorn_squash'}, {'id': 13159, 'synset': 'butternut_squash.n.02', 'name': 'butternut_squash'}, {'id': 13160, 'synset': 'hubbard_squash.n.02', 'name': 'hubbard_squash'}, {'id': 13161, 'synset': 'turban_squash.n.02', 'name': 'turban_squash'}, {'id': 13162, 'synset': 'buttercup_squash.n.02', 'name': 'buttercup_squash'}, {'id': 13163, 'synset': 'cushaw.n.02', 'name': 'cushaw'}, {'id': 13164, 'synset': 'winter_crookneck_squash.n.02', 'name': 'winter_crookneck_squash'}, {'id': 13165, 'synset': 'gherkin.n.02', 'name': 'gherkin'}, {'id': 13166, 'synset': 'artichoke_heart.n.01', 'name': 'artichoke_heart'}, {'id': 13167, 'synset': 'jerusalem_artichoke.n.03', 'name': 'Jerusalem_artichoke'}, {'id': 13168, 'synset': 'bamboo_shoot.n.01', 'name': 'bamboo_shoot'}, {'id': 13169, 'synset': 'sprout.n.02', 'name': 'sprout'}, {'id': 13170, 'synset': 'bean_sprout.n.01', 'name': 'bean_sprout'}, {'id': 13171, 'synset': 'alfalfa_sprout.n.01', 'name': 'alfalfa_sprout'}, {'id': 13172, 'synset': 'beet.n.02', 'name': 'beet'}, {'id': 13173, 'synset': 'beet_green.n.01', 'name': 'beet_green'}, {'id': 13174, 'synset': 'sugar_beet.n.02', 'name': 'sugar_beet'}, {'id': 13175, 'synset': 'mangel-wurzel.n.02', 'name': 'mangel-wurzel'}, {'id': 13176, 'synset': 'chard.n.02', 'name': 'chard'}, {'id': 13177, 'synset': 'pepper.n.04', 'name': 'pepper'}, {'id': 13178, 'synset': 'sweet_pepper.n.02', 'name': 'sweet_pepper'}, {'id': 13179, 'synset': 'green_pepper.n.01', 'name': 'green_pepper'}, {'id': 13180, 'synset': 'globe_pepper.n.01', 'name': 'globe_pepper'}, {'id': 13181, 'synset': 'pimento.n.02', 'name': 'pimento'}, {'id': 13182, 'synset': 'hot_pepper.n.02', 'name': 'hot_pepper'}, {'id': 13183, 'synset': 'jalapeno.n.02', 'name': 'jalapeno'}, {'id': 13184, 'synset': 'chipotle.n.01', 'name': 'chipotle'}, {'id': 13185, 'synset': 'cayenne.n.03', 'name': 'cayenne'}, {'id': 13186, 'synset': 'tabasco.n.03', 'name': 'tabasco'}, {'id': 13187, 'synset': 'onion.n.03', 'name': 'onion'}, {'id': 13188, 'synset': 'bermuda_onion.n.01', 'name': 'Bermuda_onion'}, {'id': 13189, 'synset': 'vidalia_onion.n.01', 'name': 'Vidalia_onion'}, {'id': 13190, 'synset': 'spanish_onion.n.01', 'name': 'Spanish_onion'}, {'id': 13191, 'synset': 'purple_onion.n.01', 'name': 'purple_onion'}, {'id': 13192, 'synset': 'leek.n.02', 'name': 'leek'}, {'id': 13193, 'synset': 'shallot.n.03', 'name': 'shallot'}, {'id': 13194, 'synset': 'salad_green.n.01', 'name': 'salad_green'}, {'id': 13195, 'synset': 'lettuce.n.03', 'name': 'lettuce'}, {'id': 13196, 'synset': 'butterhead_lettuce.n.01', 'name': 'butterhead_lettuce'}, {'id': 13197, 'synset': 'buttercrunch.n.01', 'name': 'buttercrunch'}, {'id': 13198, 'synset': 'bibb_lettuce.n.01', 'name': 'Bibb_lettuce'}, {'id': 13199, 'synset': 'boston_lettuce.n.01', 'name': 'Boston_lettuce'}, {'id': 13200, 'synset': 'crisphead_lettuce.n.01', 'name': 'crisphead_lettuce'}, {'id': 13201, 'synset': 'cos.n.02', 'name': 'cos'}, {'id': 13202, 'synset': 'leaf_lettuce.n.02', 'name': 'leaf_lettuce'}, {'id': 13203, 'synset': 'celtuce.n.02', 'name': 'celtuce'}, {'id': 13204, 'synset': 'bean.n.01', 'name': 'bean'}, {'id': 13205, 'synset': 'goa_bean.n.02', 'name': 'goa_bean'}, {'id': 13206, 'synset': 'lentil.n.01', 'name': 'lentil'}, {'id': 13207, 'synset': 'green_pea.n.01', 'name': 'green_pea'}, {'id': 13208, 'synset': 'marrowfat_pea.n.01', 'name': 'marrowfat_pea'}, {'id': 13209, 'synset': 'snow_pea.n.02', 'name': 'snow_pea'}, {'id': 13210, 'synset': 'sugar_snap_pea.n.02', 'name': 'sugar_snap_pea'}, {'id': 13211, 'synset': 'split-pea.n.01', 'name': 'split-pea'}, {'id': 13212, 'synset': 'chickpea.n.03', 'name': 'chickpea'}, {'id': 13213, 'synset': 'cajan_pea.n.02', 'name': 'cajan_pea'}, {'id': 13214, 'synset': 'field_pea.n.03', 'name': 'field_pea'}, {'id': 13215, 'synset': 'mushy_peas.n.01', 'name': 'mushy_peas'}, {'id': 13216, 'synset': 'black-eyed_pea.n.03', 'name': 'black-eyed_pea'}, {'id': 13217, 'synset': 'common_bean.n.02', 'name': 'common_bean'}, {'id': 13218, 'synset': 'kidney_bean.n.02', 'name': 'kidney_bean'}, {'id': 13219, 'synset': 'navy_bean.n.01', 'name': 'navy_bean'}, {'id': 13220, 'synset': 'pinto_bean.n.01', 'name': 'pinto_bean'}, {'id': 13221, 'synset': 'frijole.n.02', 'name': 'frijole'}, {'id': 13222, 'synset': 'black_bean.n.01', 'name': 'black_bean'}, {'id': 13223, 'synset': 'fresh_bean.n.01', 'name': 'fresh_bean'}, {'id': 13224, 'synset': 'flageolet.n.01', 'name': 'flageolet'}, {'id': 13225, 'synset': 'green_bean.n.01', 'name': 'green_bean'}, {'id': 13226, 'synset': 'snap_bean.n.01', 'name': 'snap_bean'}, {'id': 13227, 'synset': 'string_bean.n.01', 'name': 'string_bean'}, {'id': 13228, 'synset': 'kentucky_wonder.n.01', 'name': 'Kentucky_wonder'}, {'id': 13229, 'synset': 'scarlet_runner.n.03', 'name': 'scarlet_runner'}, {'id': 13230, 'synset': 'haricot_vert.n.01', 'name': 'haricot_vert'}, {'id': 13231, 'synset': 'wax_bean.n.02', 'name': 'wax_bean'}, {'id': 13232, 'synset': 'shell_bean.n.02', 'name': 'shell_bean'}, {'id': 13233, 'synset': 'lima_bean.n.03', 'name': 'lima_bean'}, {'id': 13234, 'synset': 'fordhooks.n.01', 'name': 'Fordhooks'}, {'id': 13235, 'synset': 'sieva_bean.n.02', 'name': 'sieva_bean'}, {'id': 13236, 'synset': 'fava_bean.n.02', 'name': 'fava_bean'}, {'id': 13237, 'synset': 'soy.n.04', 'name': 'soy'}, {'id': 13238, 'synset': 'green_soybean.n.01', 'name': 'green_soybean'}, {'id': 13239, 'synset': 'field_soybean.n.01', 'name': 'field_soybean'}, {'id': 13240, 'synset': 'cardoon.n.02', 'name': 'cardoon'}, {'id': 13241, 'synset': 'carrot.n.03', 'name': 'carrot'}, {'id': 13242, 'synset': 'carrot_stick.n.01', 'name': 'carrot_stick'}, {'id': 13243, 'synset': 'celery.n.02', 'name': 'celery'}, {'id': 13244, 'synset': 'pascal_celery.n.01', 'name': 'pascal_celery'}, {'id': 13245, 'synset': 'celeriac.n.02', 'name': 'celeriac'}, {'id': 13246, 'synset': 'chicory.n.04', 'name': 'chicory'}, {'id': 13247, 'synset': 'radicchio.n.01', 'name': 'radicchio'}, {'id': 13248, 'synset': 'coffee_substitute.n.01', 'name': 'coffee_substitute'}, {'id': 13249, 'synset': 'chicory.n.03', 'name': 'chicory'}, {'id': 13250, 'synset': 'postum.n.01', 'name': 'Postum'}, {'id': 13251, 'synset': 'chicory_escarole.n.01', 'name': 'chicory_escarole'}, {'id': 13252, 'synset': 'belgian_endive.n.01', 'name': 'Belgian_endive'}, {'id': 13253, 'synset': 'sweet_corn.n.02', 'name': 'sweet_corn'}, {'id': 13254, 'synset': 'hominy.n.01', 'name': 'hominy'}, {'id': 13255, 'synset': 'lye_hominy.n.01', 'name': 'lye_hominy'}, {'id': 13256, 'synset': 'pearl_hominy.n.01', 'name': 'pearl_hominy'}, {'id': 13257, 'synset': 'popcorn.n.02', 'name': 'popcorn'}, {'id': 13258, 'synset': 'cress.n.02', 'name': 'cress'}, {'id': 13259, 'synset': 'watercress.n.02', 'name': 'watercress'}, {'id': 13260, 'synset': 'garden_cress.n.01', 'name': 'garden_cress'}, {'id': 13261, 'synset': 'winter_cress.n.02', 'name': 'winter_cress'}, {'id': 13262, 'synset': 'dandelion_green.n.02', 'name': 'dandelion_green'}, {'id': 13263, 'synset': 'gumbo.n.03', 'name': 'gumbo'}, {'id': 13264, 'synset': 'kohlrabi.n.02', 'name': 'kohlrabi'}, {'id': 13265, 'synset': "lamb's-quarter.n.01", 'name': "lamb's-quarter"}, {'id': 13266, 'synset': 'wild_spinach.n.03', 'name': 'wild_spinach'}, {'id': 13267, 'synset': 'beefsteak_tomato.n.01', 'name': 'beefsteak_tomato'}, {'id': 13268, 'synset': 'cherry_tomato.n.02', 'name': 'cherry_tomato'}, {'id': 13269, 'synset': 'plum_tomato.n.02', 'name': 'plum_tomato'}, {'id': 13270, 'synset': 'tomatillo.n.03', 'name': 'tomatillo'}, {'id': 13271, 'synset': 'mushroom.n.05', 'name': 'mushroom'}, {'id': 13272, 'synset': 'stuffed_mushroom.n.01', 'name': 'stuffed_mushroom'}, {'id': 13273, 'synset': 'salsify.n.03', 'name': 'salsify'}, {'id': 13274, 'synset': 'oyster_plant.n.03', 'name': 'oyster_plant'}, {'id': 13275, 'synset': 'scorzonera.n.02', 'name': 'scorzonera'}, {'id': 13276, 'synset': 'parsnip.n.03', 'name': 'parsnip'}, {'id': 13277, 'synset': 'radish.n.01', 'name': 'radish'}, {'id': 13278, 'synset': 'turnip.n.02', 'name': 'turnip'}, {'id': 13279, 'synset': 'white_turnip.n.02', 'name': 'white_turnip'}, {'id': 13280, 'synset': 'rutabaga.n.01', 'name': 'rutabaga'}, {'id': 13281, 'synset': 'turnip_greens.n.01', 'name': 'turnip_greens'}, {'id': 13282, 'synset': 'sorrel.n.04', 'name': 'sorrel'}, {'id': 13283, 'synset': 'french_sorrel.n.02', 'name': 'French_sorrel'}, {'id': 13284, 'synset': 'spinach.n.02', 'name': 'spinach'}, {'id': 13285, 'synset': 'taro.n.03', 'name': 'taro'}, {'id': 13286, 'synset': 'truffle.n.02', 'name': 'truffle'}, {'id': 13287, 'synset': 'edible_nut.n.01', 'name': 'edible_nut'}, {'id': 13288, 'synset': 'bunya_bunya.n.02', 'name': 'bunya_bunya'}, {'id': 13289, 'synset': 'peanut.n.04', 'name': 'peanut'}, {'id': 13290, 'synset': 'freestone.n.01', 'name': 'freestone'}, {'id': 13291, 'synset': 'cling.n.01', 'name': 'cling'}, {'id': 13292, 'synset': 'windfall.n.01', 'name': 'windfall'}, {'id': 13293, 'synset': 'crab_apple.n.03', 'name': 'crab_apple'}, {'id': 13294, 'synset': 'eating_apple.n.01', 'name': 'eating_apple'}, {'id': 13295, 'synset': 'baldwin.n.03', 'name': 'Baldwin'}, {'id': 13296, 'synset': 'cortland.n.01', 'name': 'Cortland'}, {'id': 13297, 'synset': "cox's_orange_pippin.n.01", 'name': "Cox's_Orange_Pippin"}, {'id': 13298, 'synset': 'delicious.n.01', 'name': 'Delicious'}, {'id': 13299, 'synset': 'golden_delicious.n.01', 'name': 'Golden_Delicious'}, {'id': 13300, 'synset': 'red_delicious.n.01', 'name': 'Red_Delicious'}, {'id': 13301, 'synset': 'empire.n.05', 'name': 'Empire'}, {'id': 13302, 'synset': "grimes'_golden.n.01", 'name': "Grimes'_golden"}, {'id': 13303, 'synset': 'jonathan.n.01', 'name': 'Jonathan'}, {'id': 13304, 'synset': 'mcintosh.n.01', 'name': 'McIntosh'}, {'id': 13305, 'synset': 'macoun.n.01', 'name': 'Macoun'}, {'id': 13306, 'synset': 'northern_spy.n.01', 'name': 'Northern_Spy'}, {'id': 13307, 'synset': 'pearmain.n.01', 'name': 'Pearmain'}, {'id': 13308, 'synset': 'pippin.n.01', 'name': 'Pippin'}, {'id': 13309, 'synset': 'prima.n.01', 'name': 'Prima'}, {'id': 13310, 'synset': 'stayman.n.01', 'name': 'Stayman'}, {'id': 13311, 'synset': 'winesap.n.01', 'name': 'Winesap'}, {'id': 13312, 'synset': 'stayman_winesap.n.01', 'name': 'Stayman_Winesap'}, {'id': 13313, 'synset': 'cooking_apple.n.01', 'name': 'cooking_apple'}, {'id': 13314, 'synset': "bramley's_seedling.n.01", 'name': "Bramley's_Seedling"}, {'id': 13315, 'synset': 'granny_smith.n.01', 'name': 'Granny_Smith'}, {'id': 13316, 'synset': "lane's_prince_albert.n.01", 'name': "Lane's_Prince_Albert"}, {'id': 13317, 'synset': 'newtown_wonder.n.01', 'name': 'Newtown_Wonder'}, {'id': 13318, 'synset': 'rome_beauty.n.01', 'name': 'Rome_Beauty'}, {'id': 13319, 'synset': 'berry.n.01', 'name': 'berry'}, {'id': 13320, 'synset': 'bilberry.n.03', 'name': 'bilberry'}, {'id': 13321, 'synset': 'huckleberry.n.03', 'name': 'huckleberry'}, {'id': 13322, 'synset': 'wintergreen.n.03', 'name': 'wintergreen'}, {'id': 13323, 'synset': 'cranberry.n.02', 'name': 'cranberry'}, {'id': 13324, 'synset': 'lingonberry.n.02', 'name': 'lingonberry'}, {'id': 13325, 'synset': 'currant.n.01', 'name': 'currant'}, {'id': 13326, 'synset': 'gooseberry.n.02', 'name': 'gooseberry'}, {'id': 13327, 'synset': 'black_currant.n.02', 'name': 'black_currant'}, {'id': 13328, 'synset': 'red_currant.n.02', 'name': 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'bitter_orange.n.02', 'name': 'bitter_orange'}, {'id': 13345, 'synset': 'sweet_orange.n.01', 'name': 'sweet_orange'}, {'id': 13346, 'synset': 'jaffa_orange.n.01', 'name': 'Jaffa_orange'}, {'id': 13347, 'synset': 'navel_orange.n.01', 'name': 'navel_orange'}, {'id': 13348, 'synset': 'valencia_orange.n.01', 'name': 'Valencia_orange'}, {'id': 13349, 'synset': 'kumquat.n.02', 'name': 'kumquat'}, {'id': 13350, 'synset': 'key_lime.n.01', 'name': 'key_lime'}, {'id': 13351, 'synset': 'grapefruit.n.02', 'name': 'grapefruit'}, {'id': 13352, 'synset': 'pomelo.n.02', 'name': 'pomelo'}, {'id': 13353, 'synset': 'citrange.n.02', 'name': 'citrange'}, {'id': 13354, 'synset': 'citron.n.01', 'name': 'citron'}, {'id': 13355, 'synset': 'jordan_almond.n.02', 'name': 'Jordan_almond'}, {'id': 13356, 'synset': 'nectarine.n.02', 'name': 'nectarine'}, {'id': 13357, 'synset': 'pitahaya.n.02', 'name': 'pitahaya'}, {'id': 13358, 'synset': 'plum.n.02', 'name': 'plum'}, {'id': 13359, 'synset': 'damson.n.01', 'name': 'damson'}, {'id': 13360, 'synset': 'greengage.n.01', 'name': 'greengage'}, {'id': 13361, 'synset': 'beach_plum.n.02', 'name': 'beach_plum'}, {'id': 13362, 'synset': 'sloe.n.03', 'name': 'sloe'}, {'id': 13363, 'synset': 'victoria_plum.n.01', 'name': 'Victoria_plum'}, {'id': 13364, 'synset': 'dried_fruit.n.01', 'name': 'dried_fruit'}, {'id': 13365, 'synset': 'dried_apricot.n.01', 'name': 'dried_apricot'}, {'id': 13366, 'synset': 'raisin.n.01', 'name': 'raisin'}, {'id': 13367, 'synset': 'seedless_raisin.n.01', 'name': 'seedless_raisin'}, {'id': 13368, 'synset': 'seeded_raisin.n.01', 'name': 'seeded_raisin'}, {'id': 13369, 'synset': 'currant.n.03', 'name': 'currant'}, {'id': 13370, 'synset': 'anchovy_pear.n.02', 'name': 'anchovy_pear'}, {'id': 13371, 'synset': 'passion_fruit.n.01', 'name': 'passion_fruit'}, {'id': 13372, 'synset': 'granadilla.n.04', 'name': 'granadilla'}, {'id': 13373, 'synset': 'sweet_calabash.n.02', 'name': 'sweet_calabash'}, {'id': 13374, 'synset': 'bell_apple.n.01', 'name': 'bell_apple'}, {'id': 13375, 'synset': 'breadfruit.n.02', 'name': 'breadfruit'}, {'id': 13376, 'synset': 'jackfruit.n.02', 'name': 'jackfruit'}, {'id': 13377, 'synset': 'cacao_bean.n.01', 'name': 'cacao_bean'}, {'id': 13378, 'synset': 'cocoa.n.02', 'name': 'cocoa'}, {'id': 13379, 'synset': 'canistel.n.02', 'name': 'canistel'}, {'id': 13380, 'synset': 'melon_ball.n.01', 'name': 'melon_ball'}, {'id': 13381, 'synset': 'muskmelon.n.02', 'name': 'muskmelon'}, {'id': 13382, 'synset': 'winter_melon.n.02', 'name': 'winter_melon'}, {'id': 13383, 'synset': 'honeydew.n.01', 'name': 'honeydew'}, {'id': 13384, 'synset': 'persian_melon.n.02', 'name': 'Persian_melon'}, {'id': 13385, 'synset': 'net_melon.n.02', 'name': 'net_melon'}, {'id': 13386, 'synset': 'casaba.n.01', 'name': 'casaba'}, {'id': 13387, 'synset': 'sweet_cherry.n.02', 'name': 'sweet_cherry'}, {'id': 13388, 'synset': 'bing_cherry.n.01', 'name': 'bing_cherry'}, {'id': 13389, 'synset': 'heart_cherry.n.02', 'name': 'heart_cherry'}, {'id': 13390, 'synset': 'blackheart.n.02', 'name': 'blackheart'}, {'id': 13391, 'synset': 'capulin.n.02', 'name': 'capulin'}, {'id': 13392, 'synset': 'sour_cherry.n.03', 'name': 'sour_cherry'}, {'id': 13393, 'synset': 'amarelle.n.02', 'name': 'amarelle'}, {'id': 13394, 'synset': 'morello.n.02', 'name': 'morello'}, {'id': 13395, 'synset': 'cocoa_plum.n.02', 'name': 'cocoa_plum'}, {'id': 13396, 'synset': 'gherkin.n.01', 'name': 'gherkin'}, {'id': 13397, 'synset': 'fox_grape.n.02', 'name': 'fox_grape'}, {'id': 13398, 'synset': 'concord_grape.n.01', 'name': 'Concord_grape'}, {'id': 13399, 'synset': 'catawba.n.02', 'name': 'Catawba'}, {'id': 13400, 'synset': 'muscadine.n.02', 'name': 'muscadine'}, {'id': 13401, 'synset': 'scuppernong.n.01', 'name': 'scuppernong'}, {'id': 13402, 'synset': 'slipskin_grape.n.01', 'name': 'slipskin_grape'}, {'id': 13403, 'synset': 'vinifera_grape.n.02', 'name': 'vinifera_grape'}, {'id': 13404, 'synset': 'emperor.n.02', 'name': 'emperor'}, {'id': 13405, 'synset': 'muscat.n.04', 'name': 'muscat'}, {'id': 13406, 'synset': 'ribier.n.01', 'name': 'ribier'}, {'id': 13407, 'synset': 'sultana.n.01', 'name': 'sultana'}, {'id': 13408, 'synset': 'tokay.n.02', 'name': 'Tokay'}, {'id': 13409, 'synset': 'flame_tokay.n.01', 'name': 'flame_tokay'}, {'id': 13410, 'synset': 'thompson_seedless.n.01', 'name': 'Thompson_Seedless'}, {'id': 13411, 'synset': 'custard_apple.n.02', 'name': 'custard_apple'}, {'id': 13412, 'synset': 'cherimoya.n.02', 'name': 'cherimoya'}, {'id': 13413, 'synset': 'soursop.n.02', 'name': 'soursop'}, {'id': 13414, 'synset': 'sweetsop.n.02', 'name': 'sweetsop'}, {'id': 13415, 'synset': 'ilama.n.02', 'name': 'ilama'}, {'id': 13416, 'synset': 'pond_apple.n.02', 'name': 'pond_apple'}, {'id': 13417, 'synset': 'papaw.n.02', 'name': 'papaw'}, {'id': 13418, 'synset': 'kai_apple.n.01', 'name': 'kai_apple'}, {'id': 13419, 'synset': 'ketembilla.n.02', 'name': 'ketembilla'}, {'id': 13420, 'synset': 'ackee.n.01', 'name': 'ackee'}, {'id': 13421, 'synset': 'durian.n.02', 'name': 'durian'}, {'id': 13422, 'synset': 'feijoa.n.02', 'name': 'feijoa'}, {'id': 13423, 'synset': 'genip.n.02', 'name': 'genip'}, {'id': 13424, 'synset': 'genipap.n.01', 'name': 'genipap'}, {'id': 13425, 'synset': 'loquat.n.02', 'name': 'loquat'}, {'id': 13426, 'synset': 'mangosteen.n.02', 'name': 'mangosteen'}, {'id': 13427, 'synset': 'mango.n.02', 'name': 'mango'}, {'id': 13428, 'synset': 'sapodilla.n.02', 'name': 'sapodilla'}, {'id': 13429, 'synset': 'sapote.n.02', 'name': 'sapote'}, {'id': 13430, 'synset': 'tamarind.n.02', 'name': 'tamarind'}, {'id': 13431, 'synset': 'elderberry.n.02', 'name': 'elderberry'}, {'id': 13432, 'synset': 'guava.n.03', 'name': 'guava'}, {'id': 13433, 'synset': 'mombin.n.02', 'name': 'mombin'}, {'id': 13434, 'synset': 'hog_plum.n.04', 'name': 'hog_plum'}, {'id': 13435, 'synset': 'hog_plum.n.03', 'name': 'hog_plum'}, {'id': 13436, 'synset': 'jaboticaba.n.02', 'name': 'jaboticaba'}, {'id': 13437, 'synset': 'jujube.n.02', 'name': 'jujube'}, {'id': 13438, 'synset': 'litchi.n.02', 'name': 'litchi'}, {'id': 13439, 'synset': 'longanberry.n.02', 'name': 'longanberry'}, {'id': 13440, 'synset': 'mamey.n.02', 'name': 'mamey'}, {'id': 13441, 'synset': 'marang.n.02', 'name': 'marang'}, {'id': 13442, 'synset': 'medlar.n.04', 'name': 'medlar'}, {'id': 13443, 'synset': 'medlar.n.03', 'name': 'medlar'}, {'id': 13444, 'synset': 'mulberry.n.02', 'name': 'mulberry'}, {'id': 13445, 'synset': 'olive.n.04', 'name': 'olive'}, {'id': 13446, 'synset': 'black_olive.n.01', 'name': 'black_olive'}, {'id': 13447, 'synset': 'green_olive.n.01', 'name': 'green_olive'}, {'id': 13448, 'synset': 'bosc.n.01', 'name': 'bosc'}, {'id': 13449, 'synset': 'anjou.n.02', 'name': 'anjou'}, {'id': 13450, 'synset': 'bartlett.n.03', 'name': 'bartlett'}, {'id': 13451, 'synset': 'seckel.n.01', 'name': 'seckel'}, {'id': 13452, 'synset': 'plantain.n.03', 'name': 'plantain'}, {'id': 13453, 'synset': 'plumcot.n.02', 'name': 'plumcot'}, {'id': 13454, 'synset': 'pomegranate.n.02', 'name': 'pomegranate'}, {'id': 13455, 'synset': 'prickly_pear.n.02', 'name': 'prickly_pear'}, {'id': 13456, 'synset': 'barbados_gooseberry.n.02', 'name': 'Barbados_gooseberry'}, {'id': 13457, 'synset': 'quandong.n.04', 'name': 'quandong'}, {'id': 13458, 'synset': 'quandong_nut.n.01', 'name': 'quandong_nut'}, {'id': 13459, 'synset': 'quince.n.02', 'name': 'quince'}, {'id': 13460, 'synset': 'rambutan.n.02', 'name': 'rambutan'}, {'id': 13461, 'synset': 'pulasan.n.02', 'name': 'pulasan'}, {'id': 13462, 'synset': 'rose_apple.n.02', 'name': 'rose_apple'}, {'id': 13463, 'synset': 'sorb.n.01', 'name': 'sorb'}, {'id': 13464, 'synset': 'sour_gourd.n.02', 'name': 'sour_gourd'}, {'id': 13465, 'synset': 'edible_seed.n.01', 'name': 'edible_seed'}, {'id': 13466, 'synset': 'pumpkin_seed.n.01', 'name': 'pumpkin_seed'}, {'id': 13467, 'synset': 'betel_nut.n.01', 'name': 'betel_nut'}, {'id': 13468, 'synset': 'beechnut.n.01', 'name': 'beechnut'}, {'id': 13469, 'synset': 'walnut.n.01', 'name': 'walnut'}, {'id': 13470, 'synset': 'black_walnut.n.02', 'name': 'black_walnut'}, {'id': 13471, 'synset': 'english_walnut.n.02', 'name': 'English_walnut'}, {'id': 13472, 'synset': 'brazil_nut.n.02', 'name': 'brazil_nut'}, {'id': 13473, 'synset': 'butternut.n.02', 'name': 'butternut'}, {'id': 13474, 'synset': 'souari_nut.n.02', 'name': 'souari_nut'}, {'id': 13475, 'synset': 'cashew.n.02', 'name': 'cashew'}, {'id': 13476, 'synset': 'chestnut.n.03', 'name': 'chestnut'}, {'id': 13477, 'synset': 'chincapin.n.01', 'name': 'chincapin'}, {'id': 13478, 'synset': 'hazelnut.n.02', 'name': 'hazelnut'}, {'id': 13479, 'synset': 'coconut_milk.n.02', 'name': 'coconut_milk'}, {'id': 13480, 'synset': 'grugru_nut.n.01', 'name': 'grugru_nut'}, {'id': 13481, 'synset': 'hickory_nut.n.01', 'name': 'hickory_nut'}, {'id': 13482, 'synset': 'cola_extract.n.01', 'name': 'cola_extract'}, {'id': 13483, 'synset': 'macadamia_nut.n.02', 'name': 'macadamia_nut'}, {'id': 13484, 'synset': 'pecan.n.03', 'name': 'pecan'}, {'id': 13485, 'synset': 'pine_nut.n.01', 'name': 'pine_nut'}, {'id': 13486, 'synset': 'pistachio.n.02', 'name': 'pistachio'}, {'id': 13487, 'synset': 'sunflower_seed.n.01', 'name': 'sunflower_seed'}, {'id': 13488, 'synset': 'anchovy_paste.n.01', 'name': 'anchovy_paste'}, {'id': 13489, 'synset': 'rollmops.n.01', 'name': 'rollmops'}, {'id': 13490, 'synset': 'feed.n.01', 'name': 'feed'}, {'id': 13491, 'synset': 'cattle_cake.n.01', 'name': 'cattle_cake'}, {'id': 13492, 'synset': 'creep_feed.n.01', 'name': 'creep_feed'}, {'id': 13493, 'synset': 'fodder.n.02', 'name': 'fodder'}, {'id': 13494, 'synset': 'feed_grain.n.01', 'name': 'feed_grain'}, {'id': 13495, 'synset': 'eatage.n.01', 'name': 'eatage'}, {'id': 13496, 'synset': 'silage.n.01', 'name': 'silage'}, {'id': 13497, 'synset': 'oil_cake.n.01', 'name': 'oil_cake'}, {'id': 13498, 'synset': 'oil_meal.n.01', 'name': 'oil_meal'}, {'id': 13499, 'synset': 'alfalfa.n.02', 'name': 'alfalfa'}, {'id': 13500, 'synset': 'broad_bean.n.03', 'name': 'broad_bean'}, {'id': 13501, 'synset': 'hay.n.01', 'name': 'hay'}, {'id': 13502, 'synset': 'timothy.n.03', 'name': 'timothy'}, {'id': 13503, 'synset': 'stover.n.01', 'name': 'stover'}, {'id': 13504, 'synset': 'grain.n.02', 'name': 'grain'}, {'id': 13505, 'synset': 'grist.n.01', 'name': 'grist'}, {'id': 13506, 'synset': 'groats.n.01', 'name': 'groats'}, {'id': 13507, 'synset': 'millet.n.03', 'name': 'millet'}, {'id': 13508, 'synset': 'barley.n.01', 'name': 'barley'}, {'id': 13509, 'synset': 'pearl_barley.n.01', 'name': 'pearl_barley'}, {'id': 13510, 'synset': 'buckwheat.n.02', 'name': 'buckwheat'}, {'id': 13511, 'synset': 'bulgur.n.01', 'name': 'bulgur'}, {'id': 13512, 'synset': 'wheat.n.02', 'name': 'wheat'}, {'id': 13513, 'synset': 'cracked_wheat.n.01', 'name': 'cracked_wheat'}, {'id': 13514, 'synset': 'stodge.n.01', 'name': 'stodge'}, {'id': 13515, 'synset': 'wheat_germ.n.01', 'name': 'wheat_germ'}, {'id': 13516, 'synset': 'oat.n.02', 'name': 'oat'}, {'id': 13517, 'synset': 'rice.n.01', 'name': 'rice'}, {'id': 13518, 'synset': 'brown_rice.n.01', 'name': 'brown_rice'}, {'id': 13519, 'synset': 'white_rice.n.01', 'name': 'white_rice'}, {'id': 13520, 'synset': 'wild_rice.n.02', 'name': 'wild_rice'}, {'id': 13521, 'synset': 'paddy.n.03', 'name': 'paddy'}, {'id': 13522, 'synset': 'slop.n.01', 'name': 'slop'}, {'id': 13523, 'synset': 'mash.n.02', 'name': 'mash'}, {'id': 13524, 'synset': 'chicken_feed.n.01', 'name': 'chicken_feed'}, {'id': 13525, 'synset': 'cud.n.01', 'name': 'cud'}, {'id': 13526, 'synset': 'bird_feed.n.01', 'name': 'bird_feed'}, {'id': 13527, 'synset': 'petfood.n.01', 'name': 'petfood'}, {'id': 13528, 'synset': 'dog_food.n.01', 'name': 'dog_food'}, {'id': 13529, 'synset': 'cat_food.n.01', 'name': 'cat_food'}, {'id': 13530, 'synset': 'canary_seed.n.01', 'name': 'canary_seed'}, {'id': 13531, 'synset': 'tossed_salad.n.01', 'name': 'tossed_salad'}, {'id': 13532, 'synset': 'green_salad.n.01', 'name': 'green_salad'}, {'id': 13533, 'synset': 'caesar_salad.n.01', 'name': 'Caesar_salad'}, {'id': 13534, 'synset': 'salmagundi.n.02', 'name': 'salmagundi'}, {'id': 13535, 'synset': 'salad_nicoise.n.01', 'name': 'salad_nicoise'}, {'id': 13536, 'synset': 'combination_salad.n.01', 'name': 'combination_salad'}, {'id': 13537, 'synset': "chef's_salad.n.01", 'name': "chef's_salad"}, {'id': 13538, 'synset': 'potato_salad.n.01', 'name': 'potato_salad'}, {'id': 13539, 'synset': 'pasta_salad.n.01', 'name': 'pasta_salad'}, {'id': 13540, 'synset': 'macaroni_salad.n.01', 'name': 'macaroni_salad'}, {'id': 13541, 'synset': 'fruit_salad.n.01', 'name': 'fruit_salad'}, {'id': 13542, 'synset': 'waldorf_salad.n.01', 'name': 'Waldorf_salad'}, {'id': 13543, 'synset': 'crab_louis.n.01', 'name': 'crab_Louis'}, {'id': 13544, 'synset': 'herring_salad.n.01', 'name': 'herring_salad'}, {'id': 13545, 'synset': 'tuna_fish_salad.n.01', 'name': 'tuna_fish_salad'}, {'id': 13546, 'synset': 'chicken_salad.n.01', 'name': 'chicken_salad'}, {'id': 13547, 'synset': 'aspic.n.01', 'name': 'aspic'}, {'id': 13548, 'synset': 'molded_salad.n.01', 'name': 'molded_salad'}, {'id': 13549, 'synset': 'tabbouleh.n.01', 'name': 'tabbouleh'}, {'id': 13550, 'synset': 'ingredient.n.03', 'name': 'ingredient'}, {'id': 13551, 'synset': 'flavorer.n.01', 'name': 'flavorer'}, {'id': 13552, 'synset': 'bouillon_cube.n.01', 'name': 'bouillon_cube'}, {'id': 13553, 'synset': 'herb.n.02', 'name': 'herb'}, {'id': 13554, 'synset': 'fines_herbes.n.01', 'name': 'fines_herbes'}, {'id': 13555, 'synset': 'spice.n.02', 'name': 'spice'}, {'id': 13556, 'synset': 'spearmint_oil.n.01', 'name': 'spearmint_oil'}, {'id': 13557, 'synset': 'lemon_oil.n.01', 'name': 'lemon_oil'}, {'id': 13558, 'synset': 'wintergreen_oil.n.01', 'name': 'wintergreen_oil'}, {'id': 13559, 'synset': 'salt.n.02', 'name': 'salt'}, {'id': 13560, 'synset': 'celery_salt.n.01', 'name': 'celery_salt'}, {'id': 13561, 'synset': 'onion_salt.n.01', 'name': 'onion_salt'}, {'id': 13562, 'synset': 'seasoned_salt.n.01', 'name': 'seasoned_salt'}, {'id': 13563, 'synset': 'sour_salt.n.01', 'name': 'sour_salt'}, {'id': 13564, 'synset': 'five_spice_powder.n.01', 'name': 'five_spice_powder'}, {'id': 13565, 'synset': 'allspice.n.03', 'name': 'allspice'}, {'id': 13566, 'synset': 'cinnamon.n.03', 'name': 'cinnamon'}, {'id': 13567, 'synset': 'stick_cinnamon.n.01', 'name': 'stick_cinnamon'}, {'id': 13568, 'synset': 'clove.n.04', 'name': 'clove'}, {'id': 13569, 'synset': 'cumin.n.02', 'name': 'cumin'}, {'id': 13570, 'synset': 'fennel.n.04', 'name': 'fennel'}, {'id': 13571, 'synset': 'ginger.n.02', 'name': 'ginger'}, {'id': 13572, 'synset': 'mace.n.03', 'name': 'mace'}, {'id': 13573, 'synset': 'nutmeg.n.02', 'name': 'nutmeg'}, {'id': 13574, 'synset': 'black_pepper.n.02', 'name': 'black_pepper'}, {'id': 13575, 'synset': 'white_pepper.n.02', 'name': 'white_pepper'}, {'id': 13576, 'synset': 'sassafras.n.02', 'name': 'sassafras'}, {'id': 13577, 'synset': 'basil.n.03', 'name': 'basil'}, {'id': 13578, 'synset': 'bay_leaf.n.01', 'name': 'bay_leaf'}, {'id': 13579, 'synset': 'borage.n.02', 'name': 'borage'}, {'id': 13580, 'synset': 'hyssop.n.02', 'name': 'hyssop'}, {'id': 13581, 'synset': 'caraway.n.02', 'name': 'caraway'}, {'id': 13582, 'synset': 'chervil.n.02', 'name': 'chervil'}, {'id': 13583, 'synset': 'chives.n.02', 'name': 'chives'}, {'id': 13584, 'synset': 'comfrey.n.02', 'name': 'comfrey'}, {'id': 13585, 'synset': 'coriander.n.03', 'name': 'coriander'}, {'id': 13586, 'synset': 'coriander.n.02', 'name': 'coriander'}, {'id': 13587, 'synset': 'costmary.n.02', 'name': 'costmary'}, {'id': 13588, 'synset': 'fennel.n.03', 'name': 'fennel'}, {'id': 13589, 'synset': 'fennel.n.02', 'name': 'fennel'}, {'id': 13590, 'synset': 'fennel_seed.n.01', 'name': 'fennel_seed'}, {'id': 13591, 'synset': 'fenugreek.n.02', 'name': 'fenugreek'}, {'id': 13592, 'synset': 'clove.n.03', 'name': 'clove'}, {'id': 13593, 'synset': 'garlic_chive.n.02', 'name': 'garlic_chive'}, {'id': 13594, 'synset': 'lemon_balm.n.02', 'name': 'lemon_balm'}, {'id': 13595, 'synset': 'lovage.n.02', 'name': 'lovage'}, {'id': 13596, 'synset': 'marjoram.n.02', 'name': 'marjoram'}, {'id': 13597, 'synset': 'mint.n.04', 'name': 'mint'}, {'id': 13598, 'synset': 'mustard_seed.n.01', 'name': 'mustard_seed'}, {'id': 13599, 'synset': 'mustard.n.02', 'name': 'mustard'}, {'id': 13600, 'synset': 'chinese_mustard.n.02', 'name': 'Chinese_mustard'}, {'id': 13601, 'synset': 'nasturtium.n.03', 'name': 'nasturtium'}, {'id': 13602, 'synset': 'parsley.n.02', 'name': 'parsley'}, {'id': 13603, 'synset': 'salad_burnet.n.02', 'name': 'salad_burnet'}, {'id': 13604, 'synset': 'rosemary.n.02', 'name': 'rosemary'}, {'id': 13605, 'synset': 'rue.n.02', 'name': 'rue'}, {'id': 13606, 'synset': 'sage.n.02', 'name': 'sage'}, {'id': 13607, 'synset': 'clary_sage.n.02', 'name': 'clary_sage'}, {'id': 13608, 'synset': 'savory.n.03', 'name': 'savory'}, {'id': 13609, 'synset': 'summer_savory.n.02', 'name': 'summer_savory'}, {'id': 13610, 'synset': 'winter_savory.n.02', 'name': 'winter_savory'}, {'id': 13611, 'synset': 'sweet_woodruff.n.02', 'name': 'sweet_woodruff'}, {'id': 13612, 'synset': 'sweet_cicely.n.03', 'name': 'sweet_cicely'}, {'id': 13613, 'synset': 'tarragon.n.02', 'name': 'tarragon'}, {'id': 13614, 'synset': 'thyme.n.02', 'name': 'thyme'}, {'id': 13615, 'synset': 'turmeric.n.02', 'name': 'turmeric'}, {'id': 13616, 'synset': 'caper.n.02', 'name': 'caper'}, {'id': 13617, 'synset': 'catsup.n.01', 'name': 'catsup'}, {'id': 13618, 'synset': 'cardamom.n.02', 'name': 'cardamom'}, {'id': 13619, 'synset': 'chili_powder.n.01', 'name': 'chili_powder'}, {'id': 13620, 'synset': 'chili_sauce.n.01', 'name': 'chili_sauce'}, {'id': 13621, 'synset': 'chutney.n.01', 'name': 'chutney'}, {'id': 13622, 'synset': 'steak_sauce.n.01', 'name': 'steak_sauce'}, {'id': 13623, 'synset': 'taco_sauce.n.01', 'name': 'taco_sauce'}, {'id': 13624, 'synset': 'mint_sauce.n.01', 'name': 'mint_sauce'}, {'id': 13625, 'synset': 'cranberry_sauce.n.01', 'name': 'cranberry_sauce'}, {'id': 13626, 'synset': 'curry_powder.n.01', 'name': 'curry_powder'}, {'id': 13627, 'synset': 'curry.n.01', 'name': 'curry'}, {'id': 13628, 'synset': 'lamb_curry.n.01', 'name': 'lamb_curry'}, {'id': 13629, 'synset': 'duck_sauce.n.01', 'name': 'duck_sauce'}, {'id': 13630, 'synset': 'horseradish.n.03', 'name': 'horseradish'}, {'id': 13631, 'synset': 'marinade.n.01', 'name': 'marinade'}, {'id': 13632, 'synset': 'paprika.n.02', 'name': 'paprika'}, {'id': 13633, 'synset': 'spanish_paprika.n.01', 'name': 'Spanish_paprika'}, {'id': 13634, 'synset': 'dill_pickle.n.01', 'name': 'dill_pickle'}, {'id': 13635, 'synset': 'bread_and_butter_pickle.n.01', 'name': 'bread_and_butter_pickle'}, {'id': 13636, 'synset': 'pickle_relish.n.01', 'name': 'pickle_relish'}, {'id': 13637, 'synset': 'piccalilli.n.01', 'name': 'piccalilli'}, {'id': 13638, 'synset': 'sweet_pickle.n.01', 'name': 'sweet_pickle'}, {'id': 13639, 'synset': 'soy_sauce.n.01', 'name': 'soy_sauce'}, {'id': 13640, 'synset': 'tomato_paste.n.01', 'name': 'tomato_paste'}, {'id': 13641, 'synset': 'angelica.n.03', 'name': 'angelica'}, {'id': 13642, 'synset': 'angelica.n.02', 'name': 'angelica'}, {'id': 13643, 'synset': 'almond_extract.n.01', 'name': 'almond_extract'}, {'id': 13644, 'synset': 'anise.n.02', 'name': 'anise'}, {'id': 13645, 'synset': 'chinese_anise.n.02', 'name': 'Chinese_anise'}, {'id': 13646, 'synset': 'juniper_berries.n.01', 'name': 'juniper_berries'}, {'id': 13647, 'synset': 'saffron.n.02', 'name': 'saffron'}, {'id': 13648, 'synset': 'sesame_seed.n.01', 'name': 'sesame_seed'}, {'id': 13649, 'synset': 'caraway_seed.n.01', 'name': 'caraway_seed'}, {'id': 13650, 'synset': 'poppy_seed.n.01', 'name': 'poppy_seed'}, {'id': 13651, 'synset': 'dill.n.02', 'name': 'dill'}, {'id': 13652, 'synset': 'dill_seed.n.01', 'name': 'dill_seed'}, {'id': 13653, 'synset': 'celery_seed.n.01', 'name': 'celery_seed'}, {'id': 13654, 'synset': 'lemon_extract.n.01', 'name': 'lemon_extract'}, {'id': 13655, 'synset': 'monosodium_glutamate.n.01', 'name': 'monosodium_glutamate'}, {'id': 13656, 'synset': 'vanilla_bean.n.01', 'name': 'vanilla_bean'}, {'id': 13657, 'synset': 'cider_vinegar.n.01', 'name': 'cider_vinegar'}, {'id': 13658, 'synset': 'wine_vinegar.n.01', 'name': 'wine_vinegar'}, {'id': 13659, 'synset': 'sauce.n.01', 'name': 'sauce'}, {'id': 13660, 'synset': 'anchovy_sauce.n.01', 'name': 'anchovy_sauce'}, {'id': 13661, 'synset': 'hard_sauce.n.01', 'name': 'hard_sauce'}, {'id': 13662, 'synset': 'horseradish_sauce.n.01', 'name': 'horseradish_sauce'}, {'id': 13663, 'synset': 'bolognese_pasta_sauce.n.01', 'name': 'bolognese_pasta_sauce'}, {'id': 13664, 'synset': 'carbonara.n.01', 'name': 'carbonara'}, {'id': 13665, 'synset': 'tomato_sauce.n.01', 'name': 'tomato_sauce'}, {'id': 13666, 'synset': 'tartare_sauce.n.01', 'name': 'tartare_sauce'}, {'id': 13667, 'synset': 'wine_sauce.n.01', 'name': 'wine_sauce'}, {'id': 13668, 'synset': 'marchand_de_vin.n.01', 'name': 'marchand_de_vin'}, {'id': 13669, 'synset': 'bread_sauce.n.01', 'name': 'bread_sauce'}, {'id': 13670, 'synset': 'plum_sauce.n.01', 'name': 'plum_sauce'}, {'id': 13671, 'synset': 'peach_sauce.n.01', 'name': 'peach_sauce'}, {'id': 13672, 'synset': 'apricot_sauce.n.01', 'name': 'apricot_sauce'}, {'id': 13673, 'synset': 'pesto.n.01', 'name': 'pesto'}, {'id': 13674, 'synset': 'ravigote.n.01', 'name': 'ravigote'}, {'id': 13675, 'synset': 'remoulade_sauce.n.01', 'name': 'remoulade_sauce'}, {'id': 13676, 'synset': 'dressing.n.01', 'name': 'dressing'}, {'id': 13677, 'synset': 'sauce_louis.n.01', 'name': 'sauce_Louis'}, {'id': 13678, 'synset': 'bleu_cheese_dressing.n.01', 'name': 'bleu_cheese_dressing'}, {'id': 13679, 'synset': 'blue_cheese_dressing.n.01', 'name': 'blue_cheese_dressing'}, {'id': 13680, 'synset': 'french_dressing.n.01', 'name': 'French_dressing'}, {'id': 13681, 'synset': 'lorenzo_dressing.n.01', 'name': 'Lorenzo_dressing'}, {'id': 13682, 'synset': 'anchovy_dressing.n.01', 'name': 'anchovy_dressing'}, {'id': 13683, 'synset': 'italian_dressing.n.01', 'name': 'Italian_dressing'}, {'id': 13684, 'synset': 'half-and-half_dressing.n.01', 'name': 'half-and-half_dressing'}, {'id': 13685, 'synset': 'mayonnaise.n.01', 'name': 'mayonnaise'}, {'id': 13686, 'synset': 'green_mayonnaise.n.01', 'name': 'green_mayonnaise'}, {'id': 13687, 'synset': 'aioli.n.01', 'name': 'aioli'}, {'id': 13688, 'synset': 'russian_dressing.n.01', 'name': 'Russian_dressing'}, {'id': 13689, 'synset': 'salad_cream.n.01', 'name': 'salad_cream'}, {'id': 13690, 'synset': 'thousand_island_dressing.n.01', 'name': 'Thousand_Island_dressing'}, {'id': 13691, 'synset': 'barbecue_sauce.n.01', 'name': 'barbecue_sauce'}, {'id': 13692, 'synset': 'hollandaise.n.01', 'name': 'hollandaise'}, {'id': 13693, 'synset': 'bearnaise.n.01', 'name': 'bearnaise'}, {'id': 13694, 'synset': 'bercy.n.01', 'name': 'Bercy'}, {'id': 13695, 'synset': 'bordelaise.n.01', 'name': 'bordelaise'}, {'id': 13696, 'synset': 'bourguignon.n.01', 'name': 'bourguignon'}, {'id': 13697, 'synset': 'brown_sauce.n.02', 'name': 'brown_sauce'}, {'id': 13698, 'synset': 'espagnole.n.01', 'name': 'Espagnole'}, {'id': 13699, 'synset': 'chinese_brown_sauce.n.01', 'name': 'Chinese_brown_sauce'}, {'id': 13700, 'synset': 'blanc.n.01', 'name': 'blanc'}, {'id': 13701, 'synset': 'cheese_sauce.n.01', 'name': 'cheese_sauce'}, {'id': 13702, 'synset': 'chocolate_sauce.n.01', 'name': 'chocolate_sauce'}, {'id': 13703, 'synset': 'hot-fudge_sauce.n.01', 'name': 'hot-fudge_sauce'}, {'id': 13704, 'synset': 'cocktail_sauce.n.01', 'name': 'cocktail_sauce'}, {'id': 13705, 'synset': 'colbert.n.01', 'name': 'Colbert'}, {'id': 13706, 'synset': 'white_sauce.n.01', 'name': 'white_sauce'}, {'id': 13707, 'synset': 'cream_sauce.n.01', 'name': 'cream_sauce'}, {'id': 13708, 'synset': 'mornay_sauce.n.01', 'name': 'Mornay_sauce'}, {'id': 13709, 'synset': 'demiglace.n.01', 'name': 'demiglace'}, {'id': 13710, 'synset': 'gravy.n.02', 'name': 'gravy'}, {'id': 13711, 'synset': 'gravy.n.01', 'name': 'gravy'}, {'id': 13712, 'synset': 'spaghetti_sauce.n.01', 'name': 'spaghetti_sauce'}, {'id': 13713, 'synset': 'marinara.n.01', 'name': 'marinara'}, {'id': 13714, 'synset': 'mole.n.03', 'name': 'mole'}, {'id': 13715, 'synset': "hunter's_sauce.n.01", 'name': "hunter's_sauce"}, {'id': 13716, 'synset': 'mushroom_sauce.n.01', 'name': 'mushroom_sauce'}, {'id': 13717, 'synset': 'mustard_sauce.n.01', 'name': 'mustard_sauce'}, {'id': 13718, 'synset': 'nantua.n.01', 'name': 'Nantua'}, {'id': 13719, 'synset': 'hungarian_sauce.n.01', 'name': 'Hungarian_sauce'}, {'id': 13720, 'synset': 'pepper_sauce.n.01', 'name': 'pepper_sauce'}, {'id': 13721, 'synset': 'roux.n.01', 'name': 'roux'}, {'id': 13722, 'synset': 'smitane.n.01', 'name': 'Smitane'}, {'id': 13723, 'synset': 'soubise.n.01', 'name': 'Soubise'}, {'id': 13724, 'synset': 'lyonnaise_sauce.n.01', 'name': 'Lyonnaise_sauce'}, {'id': 13725, 'synset': 'veloute.n.01', 'name': 'veloute'}, {'id': 13726, 'synset': 'allemande.n.01', 'name': 'allemande'}, {'id': 13727, 'synset': 'caper_sauce.n.01', 'name': 'caper_sauce'}, {'id': 13728, 'synset': 'poulette.n.01', 'name': 'poulette'}, {'id': 13729, 'synset': 'curry_sauce.n.01', 'name': 'curry_sauce'}, {'id': 13730, 'synset': 'worcester_sauce.n.01', 'name': 'Worcester_sauce'}, {'id': 13731, 'synset': 'coconut_milk.n.01', 'name': 'coconut_milk'}, {'id': 13732, 'synset': 'egg_white.n.01', 'name': 'egg_white'}, {'id': 13733, 'synset': 'hard-boiled_egg.n.01', 'name': 'hard-boiled_egg'}, {'id': 13734, 'synset': 'easter_egg.n.02', 'name': 'Easter_egg'}, {'id': 13735, 'synset': 'easter_egg.n.01', 'name': 'Easter_egg'}, {'id': 13736, 'synset': 'chocolate_egg.n.01', 'name': 'chocolate_egg'}, {'id': 13737, 'synset': 'candy_egg.n.01', 'name': 'candy_egg'}, {'id': 13738, 'synset': 'poached_egg.n.01', 'name': 'poached_egg'}, {'id': 13739, 'synset': 'scrambled_eggs.n.01', 'name': 'scrambled_eggs'}, {'id': 13740, 'synset': 'deviled_egg.n.01', 'name': 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'name': "goats'_milk"}, {'id': 13756, 'synset': 'acidophilus_milk.n.01', 'name': 'acidophilus_milk'}, {'id': 13757, 'synset': 'raw_milk.n.01', 'name': 'raw_milk'}, {'id': 13758, 'synset': 'scalded_milk.n.01', 'name': 'scalded_milk'}, {'id': 13759, 'synset': 'homogenized_milk.n.01', 'name': 'homogenized_milk'}, {'id': 13760, 'synset': 'certified_milk.n.01', 'name': 'certified_milk'}, {'id': 13761, 'synset': 'powdered_milk.n.01', 'name': 'powdered_milk'}, {'id': 13762, 'synset': 'nonfat_dry_milk.n.01', 'name': 'nonfat_dry_milk'}, {'id': 13763, 'synset': 'evaporated_milk.n.01', 'name': 'evaporated_milk'}, {'id': 13764, 'synset': 'condensed_milk.n.01', 'name': 'condensed_milk'}, {'id': 13765, 'synset': 'skim_milk.n.01', 'name': 'skim_milk'}, {'id': 13766, 'synset': 'semi-skimmed_milk.n.01', 'name': 'semi-skimmed_milk'}, {'id': 13767, 'synset': 'whole_milk.n.01', 'name': 'whole_milk'}, {'id': 13768, 'synset': 'low-fat_milk.n.01', 'name': 'low-fat_milk'}, {'id': 13769, 'synset': 'buttermilk.n.01', 'name': 'buttermilk'}, {'id': 13770, 'synset': 'cream.n.02', 'name': 'cream'}, {'id': 13771, 'synset': 'clotted_cream.n.01', 'name': 'clotted_cream'}, {'id': 13772, 'synset': 'double_creme.n.01', 'name': 'double_creme'}, {'id': 13773, 'synset': 'half-and-half.n.01', 'name': 'half-and-half'}, {'id': 13774, 'synset': 'heavy_cream.n.01', 'name': 'heavy_cream'}, {'id': 13775, 'synset': 'light_cream.n.01', 'name': 'light_cream'}, {'id': 13776, 'synset': 'whipping_cream.n.01', 'name': 'whipping_cream'}, {'id': 13777, 'synset': 'clarified_butter.n.01', 'name': 'clarified_butter'}, {'id': 13778, 'synset': 'ghee.n.01', 'name': 'ghee'}, {'id': 13779, 'synset': 'brown_butter.n.01', 'name': 'brown_butter'}, {'id': 13780, 'synset': 'meuniere_butter.n.01', 'name': 'Meuniere_butter'}, {'id': 13781, 'synset': 'blueberry_yogurt.n.01', 'name': 'blueberry_yogurt'}, {'id': 13782, 'synset': 'raita.n.01', 'name': 'raita'}, {'id': 13783, 'synset': 'whey.n.02', 'name': 'whey'}, {'id': 13784, 'synset': 'curd.n.02', 'name': 'curd'}, {'id': 13785, 'synset': 'curd.n.01', 'name': 'curd'}, {'id': 13786, 'synset': 'clabber.n.01', 'name': 'clabber'}, {'id': 13787, 'synset': 'cheese.n.01', 'name': 'cheese'}, {'id': 13788, 'synset': 'paring.n.02', 'name': 'paring'}, {'id': 13789, 'synset': 'cream_cheese.n.01', 'name': 'cream_cheese'}, {'id': 13790, 'synset': 'double_cream.n.01', 'name': 'double_cream'}, {'id': 13791, 'synset': 'mascarpone.n.01', 'name': 'mascarpone'}, {'id': 13792, 'synset': 'triple_cream.n.01', 'name': 'triple_cream'}, {'id': 13793, 'synset': 'cottage_cheese.n.01', 'name': 'cottage_cheese'}, {'id': 13794, 'synset': 'process_cheese.n.01', 'name': 'process_cheese'}, {'id': 13795, 'synset': 'bleu.n.01', 'name': 'bleu'}, {'id': 13796, 'synset': 'stilton.n.01', 'name': 'Stilton'}, {'id': 13797, 'synset': 'roquefort.n.01', 'name': 'Roquefort'}, {'id': 13798, 'synset': 'gorgonzola.n.01', 'name': 'gorgonzola'}, {'id': 13799, 'synset': 'danish_blue.n.01', 'name': 'Danish_blue'}, {'id': 13800, 'synset': 'bavarian_blue.n.01', 'name': 'Bavarian_blue'}, {'id': 13801, 'synset': 'brie.n.01', 'name': 'Brie'}, {'id': 13802, 'synset': 'brick_cheese.n.01', 'name': 'brick_cheese'}, {'id': 13803, 'synset': 'camembert.n.01', 'name': 'Camembert'}, {'id': 13804, 'synset': 'cheddar.n.02', 'name': 'cheddar'}, {'id': 13805, 'synset': 'rat_cheese.n.01', 'name': 'rat_cheese'}, {'id': 13806, 'synset': 'cheshire_cheese.n.01', 'name': 'Cheshire_cheese'}, {'id': 13807, 'synset': 'double_gloucester.n.01', 'name': 'double_Gloucester'}, {'id': 13808, 'synset': 'edam.n.01', 'name': 'Edam'}, {'id': 13809, 'synset': 'goat_cheese.n.01', 'name': 'goat_cheese'}, {'id': 13810, 'synset': 'gouda.n.01', 'name': 'Gouda'}, {'id': 13811, 'synset': 'grated_cheese.n.01', 'name': 'grated_cheese'}, {'id': 13812, 'synset': 'hand_cheese.n.01', 'name': 'hand_cheese'}, {'id': 13813, 'synset': 'liederkranz.n.01', 'name': 'Liederkranz'}, {'id': 13814, 'synset': 'limburger.n.01', 'name': 'Limburger'}, {'id': 13815, 'synset': 'mozzarella.n.01', 'name': 'mozzarella'}, {'id': 13816, 'synset': 'muenster.n.01', 'name': 'Muenster'}, {'id': 13817, 'synset': 'parmesan.n.01', 'name': 'Parmesan'}, {'id': 13818, 'synset': 'quark_cheese.n.01', 'name': 'quark_cheese'}, {'id': 13819, 'synset': 'ricotta.n.01', 'name': 'ricotta'}, {'id': 13820, 'synset': 'swiss_cheese.n.01', 'name': 'Swiss_cheese'}, {'id': 13821, 'synset': 'emmenthal.n.01', 'name': 'Emmenthal'}, {'id': 13822, 'synset': 'gruyere.n.01', 'name': 'Gruyere'}, {'id': 13823, 'synset': 'sapsago.n.01', 'name': 'sapsago'}, {'id': 13824, 'synset': 'velveeta.n.01', 'name': 'Velveeta'}, {'id': 13825, 'synset': 'nut_butter.n.01', 'name': 'nut_butter'}, {'id': 13826, 'synset': 'marshmallow_fluff.n.01', 'name': 'marshmallow_fluff'}, {'id': 13827, 'synset': 'onion_butter.n.01', 'name': 'onion_butter'}, {'id': 13828, 'synset': 'pimento_butter.n.01', 'name': 'pimento_butter'}, {'id': 13829, 'synset': 'shrimp_butter.n.01', 'name': 'shrimp_butter'}, {'id': 13830, 'synset': 'lobster_butter.n.01', 'name': 'lobster_butter'}, {'id': 13831, 'synset': 'yak_butter.n.01', 'name': 'yak_butter'}, {'id': 13832, 'synset': 'spread.n.05', 'name': 'spread'}, {'id': 13833, 'synset': 'cheese_spread.n.01', 'name': 'cheese_spread'}, {'id': 13834, 'synset': 'anchovy_butter.n.01', 'name': 'anchovy_butter'}, {'id': 13835, 'synset': 'fishpaste.n.01', 'name': 'fishpaste'}, {'id': 13836, 'synset': 'garlic_butter.n.01', 'name': 'garlic_butter'}, {'id': 13837, 'synset': 'miso.n.01', 'name': 'miso'}, {'id': 13838, 'synset': 'wasabi.n.02', 'name': 'wasabi'}, {'id': 13839, 'synset': 'snail_butter.n.01', 'name': 'snail_butter'}, {'id': 13840, 'synset': 'pate.n.01', 'name': 'pate'}, {'id': 13841, 'synset': 'duck_pate.n.01', 'name': 'duck_pate'}, {'id': 13842, 'synset': 'foie_gras.n.01', 'name': 'foie_gras'}, {'id': 13843, 'synset': 'tapenade.n.01', 'name': 'tapenade'}, {'id': 13844, 'synset': 'tahini.n.01', 'name': 'tahini'}, {'id': 13845, 'synset': 'sweetening.n.01', 'name': 'sweetening'}, {'id': 13846, 'synset': 'aspartame.n.01', 'name': 'aspartame'}, {'id': 13847, 'synset': 'saccharin.n.01', 'name': 'saccharin'}, {'id': 13848, 'synset': 'sugar.n.01', 'name': 'sugar'}, {'id': 13849, 'synset': 'syrup.n.01', 'name': 'syrup'}, {'id': 13850, 'synset': 'sugar_syrup.n.01', 'name': 'sugar_syrup'}, {'id': 13851, 'synset': 'molasses.n.01', 'name': 'molasses'}, {'id': 13852, 'synset': 'sorghum.n.03', 'name': 'sorghum'}, {'id': 13853, 'synset': 'treacle.n.01', 'name': 'treacle'}, {'id': 13854, 'synset': 'grenadine.n.01', 'name': 'grenadine'}, {'id': 13855, 'synset': 'maple_syrup.n.01', 'name': 'maple_syrup'}, {'id': 13856, 'synset': 'corn_syrup.n.01', 'name': 'corn_syrup'}, {'id': 13857, 'synset': 'miraculous_food.n.01', 'name': 'miraculous_food'}, {'id': 13858, 'synset': 'dough.n.01', 'name': 'dough'}, {'id': 13859, 'synset': 'bread_dough.n.01', 'name': 'bread_dough'}, {'id': 13860, 'synset': 'pancake_batter.n.01', 'name': 'pancake_batter'}, {'id': 13861, 'synset': 'fritter_batter.n.01', 'name': 'fritter_batter'}, {'id': 13862, 'synset': 'coq_au_vin.n.01', 'name': 'coq_au_vin'}, {'id': 13863, 'synset': 'chicken_provencale.n.01', 'name': 'chicken_provencale'}, {'id': 13864, 'synset': 'chicken_and_rice.n.01', 'name': 'chicken_and_rice'}, {'id': 13865, 'synset': 'moo_goo_gai_pan.n.01', 'name': 'moo_goo_gai_pan'}, {'id': 13866, 'synset': 'arroz_con_pollo.n.01', 'name': 'arroz_con_pollo'}, {'id': 13867, 'synset': 'bacon_and_eggs.n.02', 'name': 'bacon_and_eggs'}, {'id': 13868, 'synset': 'barbecued_spareribs.n.01', 'name': 'barbecued_spareribs'}, {'id': 13869, 'synset': 'beef_bourguignonne.n.01', 'name': 'beef_Bourguignonne'}, {'id': 13870, 'synset': 'beef_wellington.n.01', 'name': 'beef_Wellington'}, {'id': 13871, 'synset': 'bitok.n.01', 'name': 'bitok'}, {'id': 13872, 'synset': 'boiled_dinner.n.01', 'name': 'boiled_dinner'}, {'id': 13873, 'synset': 'boston_baked_beans.n.01', 'name': 'Boston_baked_beans'}, {'id': 13874, 'synset': 'bubble_and_squeak.n.01', 'name': 'bubble_and_squeak'}, {'id': 13875, 'synset': 'pasta.n.01', 'name': 'pasta'}, {'id': 13876, 'synset': 'cannelloni.n.01', 'name': 'cannelloni'}, {'id': 13877, 'synset': 'carbonnade_flamande.n.01', 'name': 'carbonnade_flamande'}, {'id': 13878, 'synset': 'cheese_souffle.n.01', 'name': 'cheese_souffle'}, {'id': 13879, 'synset': 'chicken_marengo.n.01', 'name': 'chicken_Marengo'}, {'id': 13880, 'synset': 'chicken_cordon_bleu.n.01', 'name': 'chicken_cordon_bleu'}, {'id': 13881, 'synset': 'maryland_chicken.n.01', 'name': 'Maryland_chicken'}, {'id': 13882, 'synset': 'chicken_paprika.n.01', 'name': 'chicken_paprika'}, {'id': 13883, 'synset': 'chicken_tetrazzini.n.01', 'name': 'chicken_Tetrazzini'}, {'id': 13884, 'synset': 'tetrazzini.n.01', 'name': 'Tetrazzini'}, {'id': 13885, 'synset': 'chicken_kiev.n.01', 'name': 'chicken_Kiev'}, {'id': 13886, 'synset': 'chili.n.01', 'name': 'chili'}, {'id': 13887, 'synset': 'chili_dog.n.01', 'name': 'chili_dog'}, {'id': 13888, 'synset': 'chop_suey.n.01', 'name': 'chop_suey'}, {'id': 13889, 'synset': 'chow_mein.n.01', 'name': 'chow_mein'}, {'id': 13890, 'synset': 'codfish_ball.n.01', 'name': 'codfish_ball'}, {'id': 13891, 'synset': 'coquille.n.01', 'name': 'coquille'}, {'id': 13892, 'synset': 'coquilles_saint-jacques.n.01', 'name': 'coquilles_Saint-Jacques'}, {'id': 13893, 'synset': 'croquette.n.01', 'name': 'croquette'}, {'id': 13894, 'synset': 'cottage_pie.n.01', 'name': 'cottage_pie'}, {'id': 13895, 'synset': 'rissole.n.01', 'name': 'rissole'}, {'id': 13896, 'synset': 'dolmas.n.01', 'name': 'dolmas'}, {'id': 13897, 'synset': 'egg_foo_yong.n.01', 'name': 'egg_foo_yong'}, {'id': 13898, 'synset': 'eggs_benedict.n.01', 'name': 'eggs_Benedict'}, {'id': 13899, 'synset': 'enchilada.n.01', 'name': 'enchilada'}, {'id': 13900, 'synset': 'falafel.n.01', 'name': 'falafel'}, {'id': 13901, 'synset': 'fish_and_chips.n.01', 'name': 'fish_and_chips'}, {'id': 13902, 'synset': 'fondue.n.02', 'name': 'fondue'}, {'id': 13903, 'synset': 'cheese_fondue.n.01', 'name': 'cheese_fondue'}, {'id': 13904, 'synset': 'chocolate_fondue.n.01', 'name': 'chocolate_fondue'}, {'id': 13905, 'synset': 'fondue.n.01', 'name': 'fondue'}, {'id': 13906, 'synset': 'beef_fondue.n.01', 'name': 'beef_fondue'}, {'id': 13907, 'synset': 'fried_rice.n.01', 'name': 'fried_rice'}, {'id': 13908, 'synset': 'frittata.n.01', 'name': 'frittata'}, {'id': 13909, 'synset': 'frog_legs.n.01', 'name': 'frog_legs'}, {'id': 13910, 'synset': 'galantine.n.01', 'name': 'galantine'}, {'id': 13911, 'synset': 'gefilte_fish.n.01', 'name': 'gefilte_fish'}, {'id': 13912, 'synset': 'haggis.n.01', 'name': 'haggis'}, {'id': 13913, 'synset': 'ham_and_eggs.n.01', 'name': 'ham_and_eggs'}, {'id': 13914, 'synset': 'hash.n.01', 'name': 'hash'}, {'id': 13915, 'synset': 'corned_beef_hash.n.01', 'name': 'corned_beef_hash'}, {'id': 13916, 'synset': 'jambalaya.n.01', 'name': 'jambalaya'}, {'id': 13917, 'synset': 'kabob.n.01', 'name': 'kabob'}, {'id': 13918, 'synset': 'kedgeree.n.01', 'name': 'kedgeree'}, {'id': 13919, 'synset': 'souvlaki.n.01', 'name': 'souvlaki'}, {'id': 13920, 'synset': 'seafood_newburg.n.01', 'name': 'seafood_Newburg'}, {'id': 13921, 'synset': 'lobster_newburg.n.01', 'name': 'lobster_Newburg'}, {'id': 13922, 'synset': 'shrimp_newburg.n.01', 'name': 'shrimp_Newburg'}, {'id': 13923, 'synset': 'newburg_sauce.n.01', 'name': 'Newburg_sauce'}, {'id': 13924, 'synset': 'lobster_thermidor.n.01', 'name': 'lobster_thermidor'}, {'id': 13925, 'synset': 'lutefisk.n.01', 'name': 'lutefisk'}, {'id': 13926, 'synset': 'macaroni_and_cheese.n.01', 'name': 'macaroni_and_cheese'}, {'id': 13927, 'synset': 'macedoine.n.01', 'name': 'macedoine'}, {'id': 13928, 'synset': 'porcupine_ball.n.01', 'name': 'porcupine_ball'}, {'id': 13929, 'synset': 'swedish_meatball.n.01', 'name': 'Swedish_meatball'}, {'id': 13930, 'synset': 'meat_loaf.n.01', 'name': 'meat_loaf'}, {'id': 13931, 'synset': 'moussaka.n.01', 'name': 'moussaka'}, {'id': 13932, 'synset': 'osso_buco.n.01', 'name': 'osso_buco'}, {'id': 13933, 'synset': 'marrow.n.03', 'name': 'marrow'}, {'id': 13934, 'synset': 'pheasant_under_glass.n.01', 'name': 'pheasant_under_glass'}, {'id': 13935, 'synset': 'pigs_in_blankets.n.01', 'name': 'pigs_in_blankets'}, {'id': 13936, 'synset': 'pilaf.n.01', 'name': 'pilaf'}, {'id': 13937, 'synset': 'bulgur_pilaf.n.01', 'name': 'bulgur_pilaf'}, {'id': 13938, 'synset': 'sausage_pizza.n.01', 'name': 'sausage_pizza'}, {'id': 13939, 'synset': 'pepperoni_pizza.n.01', 'name': 'pepperoni_pizza'}, {'id': 13940, 'synset': 'cheese_pizza.n.01', 'name': 'cheese_pizza'}, {'id': 13941, 'synset': 'anchovy_pizza.n.01', 'name': 'anchovy_pizza'}, {'id': 13942, 'synset': 'sicilian_pizza.n.01', 'name': 'Sicilian_pizza'}, {'id': 13943, 'synset': 'poi.n.01', 'name': 'poi'}, {'id': 13944, 'synset': 'pork_and_beans.n.01', 'name': 'pork_and_beans'}, {'id': 13945, 'synset': 'porridge.n.01', 'name': 'porridge'}, {'id': 13946, 'synset': 'oatmeal.n.01', 'name': 'oatmeal'}, {'id': 13947, 'synset': 'loblolly.n.01', 'name': 'loblolly'}, {'id': 13948, 'synset': 'potpie.n.01', 'name': 'potpie'}, {'id': 13949, 'synset': 'rijsttaffel.n.01', 'name': 'rijsttaffel'}, {'id': 13950, 'synset': 'risotto.n.01', 'name': 'risotto'}, {'id': 13951, 'synset': 'roulade.n.01', 'name': 'roulade'}, {'id': 13952, 'synset': 'fish_loaf.n.01', 'name': 'fish_loaf'}, {'id': 13953, 'synset': 'salmon_loaf.n.01', 'name': 'salmon_loaf'}, {'id': 13954, 'synset': 'salisbury_steak.n.01', 'name': 'Salisbury_steak'}, {'id': 13955, 'synset': 'sauerbraten.n.01', 'name': 'sauerbraten'}, {'id': 13956, 'synset': 'sauerkraut.n.01', 'name': 'sauerkraut'}, {'id': 13957, 'synset': 'scallopine.n.01', 'name': 'scallopine'}, {'id': 13958, 'synset': 'veal_scallopini.n.01', 'name': 'veal_scallopini'}, {'id': 13959, 'synset': 'scampi.n.01', 'name': 'scampi'}, {'id': 13960, 'synset': 'scotch_egg.n.01', 'name': 'Scotch_egg'}, {'id': 13961, 'synset': 'scotch_woodcock.n.01', 'name': 'Scotch_woodcock'}, {'id': 13962, 'synset': 'scrapple.n.01', 'name': 'scrapple'}, {'id': 13963, 'synset': 'spaghetti_and_meatballs.n.01', 'name': 'spaghetti_and_meatballs'}, {'id': 13964, 'synset': 'spanish_rice.n.01', 'name': 'Spanish_rice'}, {'id': 13965, 'synset': 'steak_tartare.n.01', 'name': 'steak_tartare'}, {'id': 13966, 'synset': 'pepper_steak.n.02', 'name': 'pepper_steak'}, {'id': 13967, 'synset': 'steak_au_poivre.n.01', 'name': 'steak_au_poivre'}, {'id': 13968, 'synset': 'beef_stroganoff.n.01', 'name': 'beef_Stroganoff'}, {'id': 13969, 'synset': 'stuffed_cabbage.n.01', 'name': 'stuffed_cabbage'}, {'id': 13970, 'synset': 'kishke.n.01', 'name': 'kishke'}, {'id': 13971, 'synset': 'stuffed_peppers.n.01', 'name': 'stuffed_peppers'}, {'id': 13972, 'synset': 'stuffed_tomato.n.02', 'name': 'stuffed_tomato'}, {'id': 13973, 'synset': 'stuffed_tomato.n.01', 'name': 'stuffed_tomato'}, {'id': 13974, 'synset': 'succotash.n.01', 'name': 'succotash'}, {'id': 13975, 'synset': 'sukiyaki.n.01', 'name': 'sukiyaki'}, {'id': 13976, 'synset': 'sashimi.n.01', 'name': 'sashimi'}, {'id': 13977, 'synset': 'swiss_steak.n.01', 'name': 'Swiss_steak'}, {'id': 13978, 'synset': 'tamale.n.02', 'name': 'tamale'}, {'id': 13979, 'synset': 'tamale_pie.n.01', 'name': 'tamale_pie'}, {'id': 13980, 'synset': 'tempura.n.01', 'name': 'tempura'}, {'id': 13981, 'synset': 'teriyaki.n.01', 'name': 'teriyaki'}, {'id': 13982, 'synset': 'terrine.n.01', 'name': 'terrine'}, {'id': 13983, 'synset': 'welsh_rarebit.n.01', 'name': 'Welsh_rarebit'}, {'id': 13984, 'synset': 'schnitzel.n.01', 'name': 'schnitzel'}, {'id': 13985, 'synset': 'chicken_taco.n.01', 'name': 'chicken_taco'}, {'id': 13986, 'synset': 'beef_burrito.n.01', 'name': 'beef_burrito'}, {'id': 13987, 'synset': 'tostada.n.01', 'name': 'tostada'}, {'id': 13988, 'synset': 'bean_tostada.n.01', 'name': 'bean_tostada'}, {'id': 13989, 'synset': 'refried_beans.n.01', 'name': 'refried_beans'}, {'id': 13990, 'synset': 'beverage.n.01', 'name': 'beverage'}, {'id': 13991, 'synset': 'wish-wash.n.01', 'name': 'wish-wash'}, {'id': 13992, 'synset': 'concoction.n.01', 'name': 'concoction'}, {'id': 13993, 'synset': 'mix.n.01', 'name': 'mix'}, {'id': 13994, 'synset': 'filling.n.03', 'name': 'filling'}, {'id': 13995, 'synset': 'lekvar.n.01', 'name': 'lekvar'}, {'id': 13996, 'synset': 'potion.n.01', 'name': 'potion'}, {'id': 13997, 'synset': 'elixir.n.03', 'name': 'elixir'}, {'id': 13998, 'synset': 'elixir_of_life.n.01', 'name': 'elixir_of_life'}, {'id': 13999, 'synset': 'philter.n.01', 'name': 'philter'}, {'id': 14000, 'synset': 'proof_spirit.n.01', 'name': 'proof_spirit'}, {'id': 14001, 'synset': 'home_brew.n.01', 'name': 'home_brew'}, {'id': 14002, 'synset': 'hooch.n.01', 'name': 'hooch'}, {'id': 14003, 'synset': 'kava.n.01', 'name': 'kava'}, {'id': 14004, 'synset': 'aperitif.n.01', 'name': 'aperitif'}, {'id': 14005, 'synset': 'brew.n.01', 'name': 'brew'}, {'id': 14006, 'synset': 'beer.n.01', 'name': 'beer'}, {'id': 14007, 'synset': 'draft_beer.n.01', 'name': 'draft_beer'}, {'id': 14008, 'synset': 'suds.n.02', 'name': 'suds'}, {'id': 14009, 'synset': 'munich_beer.n.01', 'name': 'Munich_beer'}, {'id': 14010, 'synset': 'bock.n.01', 'name': 'bock'}, {'id': 14011, 'synset': 'lager.n.02', 'name': 'lager'}, {'id': 14012, 'synset': 'light_beer.n.01', 'name': 'light_beer'}, {'id': 14013, 'synset': 'oktoberfest.n.01', 'name': 'Oktoberfest'}, {'id': 14014, 'synset': 'pilsner.n.01', 'name': 'Pilsner'}, {'id': 14015, 'synset': 'shebeen.n.01', 'name': 'shebeen'}, {'id': 14016, 'synset': 'weissbier.n.01', 'name': 'Weissbier'}, {'id': 14017, 'synset': 'weizenbock.n.01', 'name': 'Weizenbock'}, {'id': 14018, 'synset': 'malt.n.03', 'name': 'malt'}, {'id': 14019, 'synset': 'wort.n.02', 'name': 'wort'}, {'id': 14020, 'synset': 'malt.n.02', 'name': 'malt'}, {'id': 14021, 'synset': 'ale.n.01', 'name': 'ale'}, {'id': 14022, 'synset': 'bitter.n.01', 'name': 'bitter'}, {'id': 14023, 'synset': 'burton.n.03', 'name': 'Burton'}, {'id': 14024, 'synset': 'pale_ale.n.01', 'name': 'pale_ale'}, {'id': 14025, 'synset': 'porter.n.07', 'name': 'porter'}, {'id': 14026, 'synset': 'stout.n.01', 'name': 'stout'}, {'id': 14027, 'synset': 'guinness.n.02', 'name': 'Guinness'}, {'id': 14028, 'synset': 'kvass.n.01', 'name': 'kvass'}, {'id': 14029, 'synset': 'mead.n.03', 'name': 'mead'}, {'id': 14030, 'synset': 'metheglin.n.01', 'name': 'metheglin'}, {'id': 14031, 'synset': 'hydromel.n.01', 'name': 'hydromel'}, {'id': 14032, 'synset': 'oenomel.n.01', 'name': 'oenomel'}, {'id': 14033, 'synset': 'near_beer.n.01', 'name': 'near_beer'}, {'id': 14034, 'synset': 'ginger_beer.n.01', 'name': 'ginger_beer'}, {'id': 14035, 'synset': 'sake.n.02', 'name': 'sake'}, {'id': 14036, 'synset': 'wine.n.01', 'name': 'wine'}, {'id': 14037, 'synset': 'vintage.n.01', 'name': 'vintage'}, {'id': 14038, 'synset': 'red_wine.n.01', 'name': 'red_wine'}, {'id': 14039, 'synset': 'white_wine.n.01', 'name': 'white_wine'}, {'id': 14040, 'synset': 'blush_wine.n.01', 'name': 'blush_wine'}, {'id': 14041, 'synset': 'altar_wine.n.01', 'name': 'altar_wine'}, {'id': 14042, 'synset': 'sparkling_wine.n.01', 'name': 'sparkling_wine'}, {'id': 14043, 'synset': 'champagne.n.01', 'name': 'champagne'}, {'id': 14044, 'synset': 'cold_duck.n.01', 'name': 'cold_duck'}, {'id': 14045, 'synset': 'burgundy.n.02', 'name': 'Burgundy'}, {'id': 14046, 'synset': 'beaujolais.n.01', 'name': 'Beaujolais'}, {'id': 14047, 'synset': 'medoc.n.01', 'name': 'Medoc'}, {'id': 14048, 'synset': 'canary_wine.n.01', 'name': 'Canary_wine'}, {'id': 14049, 'synset': 'chablis.n.02', 'name': 'Chablis'}, {'id': 14050, 'synset': 'montrachet.n.01', 'name': 'Montrachet'}, {'id': 14051, 'synset': 'chardonnay.n.02', 'name': 'Chardonnay'}, {'id': 14052, 'synset': 'pinot_noir.n.02', 'name': 'Pinot_noir'}, {'id': 14053, 'synset': 'pinot_blanc.n.02', 'name': 'Pinot_blanc'}, {'id': 14054, 'synset': 'bordeaux.n.02', 'name': 'Bordeaux'}, {'id': 14055, 'synset': 'claret.n.02', 'name': 'claret'}, {'id': 14056, 'synset': 'chianti.n.01', 'name': 'Chianti'}, {'id': 14057, 'synset': 'cabernet.n.01', 'name': 'Cabernet'}, {'id': 14058, 'synset': 'merlot.n.02', 'name': 'Merlot'}, {'id': 14059, 'synset': 'sauvignon_blanc.n.02', 'name': 'Sauvignon_blanc'}, {'id': 14060, 'synset': 'california_wine.n.01', 'name': 'California_wine'}, {'id': 14061, 'synset': 'cotes_de_provence.n.01', 'name': 'Cotes_de_Provence'}, {'id': 14062, 'synset': 'dessert_wine.n.01', 'name': 'dessert_wine'}, {'id': 14063, 'synset': 'dubonnet.n.01', 'name': 'Dubonnet'}, {'id': 14064, 'synset': 'jug_wine.n.01', 'name': 'jug_wine'}, {'id': 14065, 'synset': 'macon.n.02', 'name': 'macon'}, {'id': 14066, 'synset': 'moselle.n.01', 'name': 'Moselle'}, {'id': 14067, 'synset': 'muscadet.n.02', 'name': 'Muscadet'}, {'id': 14068, 'synset': 'plonk.n.01', 'name': 'plonk'}, {'id': 14069, 'synset': 'retsina.n.01', 'name': 'retsina'}, {'id': 14070, 'synset': 'rhine_wine.n.01', 'name': 'Rhine_wine'}, {'id': 14071, 'synset': 'riesling.n.02', 'name': 'Riesling'}, {'id': 14072, 'synset': 'liebfraumilch.n.01', 'name': 'liebfraumilch'}, {'id': 14073, 'synset': 'rhone_wine.n.01', 'name': 'Rhone_wine'}, {'id': 14074, 'synset': 'rioja.n.01', 'name': 'Rioja'}, {'id': 14075, 'synset': 'sack.n.04', 'name': 'sack'}, {'id': 14076, 'synset': 'saint_emilion.n.01', 'name': 'Saint_Emilion'}, {'id': 14077, 'synset': 'soave.n.01', 'name': 'Soave'}, {'id': 14078, 'synset': 'zinfandel.n.02', 'name': 'zinfandel'}, {'id': 14079, 'synset': 'sauterne.n.01', 'name': 'Sauterne'}, {'id': 14080, 'synset': 'straw_wine.n.01', 'name': 'straw_wine'}, {'id': 14081, 'synset': 'table_wine.n.01', 'name': 'table_wine'}, {'id': 14082, 'synset': 'tokay.n.01', 'name': 'Tokay'}, {'id': 14083, 'synset': 'vin_ordinaire.n.01', 'name': 'vin_ordinaire'}, {'id': 14084, 'synset': 'vermouth.n.01', 'name': 'vermouth'}, {'id': 14085, 'synset': 'sweet_vermouth.n.01', 'name': 'sweet_vermouth'}, {'id': 14086, 'synset': 'dry_vermouth.n.01', 'name': 'dry_vermouth'}, {'id': 14087, 'synset': 'chenin_blanc.n.02', 'name': 'Chenin_blanc'}, {'id': 14088, 'synset': 'verdicchio.n.02', 'name': 'Verdicchio'}, {'id': 14089, 'synset': 'vouvray.n.01', 'name': 'Vouvray'}, {'id': 14090, 'synset': 'yquem.n.01', 'name': 'Yquem'}, {'id': 14091, 'synset': 'generic.n.01', 'name': 'generic'}, {'id': 14092, 'synset': 'varietal.n.01', 'name': 'varietal'}, {'id': 14093, 'synset': 'fortified_wine.n.01', 'name': 'fortified_wine'}, {'id': 14094, 'synset': 'madeira.n.03', 'name': 'Madeira'}, {'id': 14095, 'synset': 'malmsey.n.01', 'name': 'malmsey'}, {'id': 14096, 'synset': 'port.n.02', 'name': 'port'}, {'id': 14097, 'synset': 'sherry.n.01', 'name': 'sherry'}, {'id': 14098, 'synset': 'marsala.n.01', 'name': 'Marsala'}, {'id': 14099, 'synset': 'muscat.n.03', 'name': 'muscat'}, {'id': 14100, 'synset': 'neutral_spirits.n.01', 'name': 'neutral_spirits'}, {'id': 14101, 'synset': 'aqua_vitae.n.01', 'name': 'aqua_vitae'}, {'id': 14102, 'synset': 'eau_de_vie.n.01', 'name': 'eau_de_vie'}, {'id': 14103, 'synset': 'moonshine.n.02', 'name': 'moonshine'}, {'id': 14104, 'synset': 'bathtub_gin.n.01', 'name': 'bathtub_gin'}, {'id': 14105, 'synset': 'aquavit.n.01', 'name': 'aquavit'}, {'id': 14106, 'synset': 'arrack.n.01', 'name': 'arrack'}, {'id': 14107, 'synset': 'bitters.n.01', 'name': 'bitters'}, {'id': 14108, 'synset': 'brandy.n.01', 'name': 'brandy'}, {'id': 14109, 'synset': 'applejack.n.01', 'name': 'applejack'}, {'id': 14110, 'synset': 'calvados.n.01', 'name': 'Calvados'}, {'id': 14111, 'synset': 'armagnac.n.01', 'name': 'Armagnac'}, {'id': 14112, 'synset': 'cognac.n.01', 'name': 'Cognac'}, {'id': 14113, 'synset': 'grappa.n.01', 'name': 'grappa'}, {'id': 14114, 'synset': 'kirsch.n.01', 'name': 'kirsch'}, {'id': 14115, 'synset': 'slivovitz.n.01', 'name': 'slivovitz'}, {'id': 14116, 'synset': 'gin.n.01', 'name': 'gin'}, {'id': 14117, 'synset': 'sloe_gin.n.01', 'name': 'sloe_gin'}, {'id': 14118, 'synset': 'geneva.n.02', 'name': 'geneva'}, {'id': 14119, 'synset': 'grog.n.01', 'name': 'grog'}, {'id': 14120, 'synset': 'ouzo.n.01', 'name': 'ouzo'}, {'id': 14121, 'synset': 'rum.n.01', 'name': 'rum'}, {'id': 14122, 'synset': 'demerara.n.04', 'name': 'demerara'}, {'id': 14123, 'synset': 'jamaica_rum.n.01', 'name': 'Jamaica_rum'}, {'id': 14124, 'synset': 'schnapps.n.01', 'name': 'schnapps'}, {'id': 14125, 'synset': 'pulque.n.01', 'name': 'pulque'}, {'id': 14126, 'synset': 'mescal.n.02', 'name': 'mescal'}, {'id': 14127, 'synset': 'whiskey.n.01', 'name': 'whiskey'}, {'id': 14128, 'synset': 'blended_whiskey.n.01', 'name': 'blended_whiskey'}, {'id': 14129, 'synset': 'bourbon.n.02', 'name': 'bourbon'}, {'id': 14130, 'synset': 'corn_whiskey.n.01', 'name': 'corn_whiskey'}, {'id': 14131, 'synset': 'firewater.n.01', 'name': 'firewater'}, {'id': 14132, 'synset': 'irish.n.02', 'name': 'Irish'}, {'id': 14133, 'synset': 'poteen.n.01', 'name': 'poteen'}, {'id': 14134, 'synset': 'rye.n.03', 'name': 'rye'}, {'id': 14135, 'synset': 'scotch.n.02', 'name': 'Scotch'}, {'id': 14136, 'synset': 'sour_mash.n.02', 'name': 'sour_mash'}, {'id': 14137, 'synset': 'liqueur.n.01', 'name': 'liqueur'}, {'id': 14138, 'synset': 'absinth.n.01', 'name': 'absinth'}, {'id': 14139, 'synset': 'amaretto.n.01', 'name': 'amaretto'}, {'id': 14140, 'synset': 'anisette.n.01', 'name': 'anisette'}, {'id': 14141, 'synset': 'benedictine.n.02', 'name': 'benedictine'}, {'id': 14142, 'synset': 'chartreuse.n.01', 'name': 'Chartreuse'}, {'id': 14143, 'synset': 'coffee_liqueur.n.01', 'name': 'coffee_liqueur'}, {'id': 14144, 'synset': 'creme_de_cacao.n.01', 'name': 'creme_de_cacao'}, {'id': 14145, 'synset': 'creme_de_menthe.n.01', 'name': 'creme_de_menthe'}, {'id': 14146, 'synset': 'creme_de_fraise.n.01', 'name': 'creme_de_fraise'}, {'id': 14147, 'synset': 'drambuie.n.01', 'name': 'Drambuie'}, {'id': 14148, 'synset': 'galliano.n.01', 'name': 'Galliano'}, {'id': 14149, 'synset': 'orange_liqueur.n.01', 'name': 'orange_liqueur'}, {'id': 14150, 'synset': 'curacao.n.02', 'name': 'curacao'}, {'id': 14151, 'synset': 'triple_sec.n.01', 'name': 'triple_sec'}, {'id': 14152, 'synset': 'grand_marnier.n.01', 'name': 'Grand_Marnier'}, {'id': 14153, 'synset': 'kummel.n.01', 'name': 'kummel'}, {'id': 14154, 'synset': 'maraschino.n.01', 'name': 'maraschino'}, {'id': 14155, 'synset': 'pastis.n.01', 'name': 'pastis'}, {'id': 14156, 'synset': 'pernod.n.01', 'name': 'Pernod'}, {'id': 14157, 'synset': 'pousse-cafe.n.01', 'name': 'pousse-cafe'}, {'id': 14158, 'synset': 'kahlua.n.01', 'name': 'Kahlua'}, {'id': 14159, 'synset': 'ratafia.n.01', 'name': 'ratafia'}, {'id': 14160, 'synset': 'sambuca.n.01', 'name': 'sambuca'}, {'id': 14161, 'synset': 'mixed_drink.n.01', 'name': 'mixed_drink'}, {'id': 14162, 'synset': 'cocktail.n.01', 'name': 'cocktail'}, {'id': 14163, 'synset': 'dom_pedro.n.01', 'name': 'Dom_Pedro'}, {'id': 14164, 'synset': 'highball.n.01', 'name': 'highball'}, {'id': 14165, 'synset': 'mixer.n.02', 'name': 'mixer'}, {'id': 14166, 'synset': 'bishop.n.02', 'name': 'bishop'}, {'id': 14167, 'synset': 'bloody_mary.n.02', 'name': 'Bloody_Mary'}, {'id': 14168, 'synset': 'virgin_mary.n.02', 'name': 'Virgin_Mary'}, {'id': 14169, 'synset': 'bullshot.n.01', 'name': 'bullshot'}, {'id': 14170, 'synset': 'cobbler.n.02', 'name': 'cobbler'}, {'id': 14171, 'synset': 'collins.n.02', 'name': 'collins'}, {'id': 14172, 'synset': 'cooler.n.02', 'name': 'cooler'}, {'id': 14173, 'synset': 'refresher.n.02', 'name': 'refresher'}, {'id': 14174, 'synset': 'daiquiri.n.01', 'name': 'daiquiri'}, {'id': 14175, 'synset': 'strawberry_daiquiri.n.01', 'name': 'strawberry_daiquiri'}, {'id': 14176, 'synset': 'nada_daiquiri.n.01', 'name': 'NADA_daiquiri'}, {'id': 14177, 'synset': 'spritzer.n.01', 'name': 'spritzer'}, {'id': 14178, 'synset': 'flip.n.02', 'name': 'flip'}, {'id': 14179, 'synset': 'gimlet.n.01', 'name': 'gimlet'}, {'id': 14180, 'synset': 'gin_and_tonic.n.01', 'name': 'gin_and_tonic'}, {'id': 14181, 'synset': 'grasshopper.n.02', 'name': 'grasshopper'}, {'id': 14182, 'synset': 'harvey_wallbanger.n.01', 'name': 'Harvey_Wallbanger'}, {'id': 14183, 'synset': 'julep.n.01', 'name': 'julep'}, {'id': 14184, 'synset': 'manhattan.n.02', 'name': 'manhattan'}, {'id': 14185, 'synset': 'rob_roy.n.02', 'name': 'Rob_Roy'}, {'id': 14186, 'synset': 'margarita.n.01', 'name': 'margarita'}, {'id': 14187, 'synset': 'gin_and_it.n.01', 'name': 'gin_and_it'}, {'id': 14188, 'synset': 'vodka_martini.n.01', 'name': 'vodka_martini'}, {'id': 14189, 'synset': 'old_fashioned.n.01', 'name': 'old_fashioned'}, {'id': 14190, 'synset': 'pink_lady.n.01', 'name': 'pink_lady'}, {'id': 14191, 'synset': 'sazerac.n.01', 'name': 'Sazerac'}, {'id': 14192, 'synset': 'screwdriver.n.02', 'name': 'screwdriver'}, {'id': 14193, 'synset': 'sidecar.n.01', 'name': 'sidecar'}, {'id': 14194, 'synset': 'scotch_and_soda.n.01', 'name': 'Scotch_and_soda'}, {'id': 14195, 'synset': 'sling.n.01', 'name': 'sling'}, {'id': 14196, 'synset': 'brandy_sling.n.01', 'name': 'brandy_sling'}, {'id': 14197, 'synset': 'gin_sling.n.01', 'name': 'gin_sling'}, {'id': 14198, 'synset': 'rum_sling.n.01', 'name': 'rum_sling'}, {'id': 14199, 'synset': 'sour.n.01', 'name': 'sour'}, {'id': 14200, 'synset': 'whiskey_sour.n.01', 'name': 'whiskey_sour'}, {'id': 14201, 'synset': 'stinger.n.01', 'name': 'stinger'}, {'id': 14202, 'synset': 'swizzle.n.01', 'name': 'swizzle'}, {'id': 14203, 'synset': 'hot_toddy.n.01', 'name': 'hot_toddy'}, {'id': 14204, 'synset': 'zombie.n.05', 'name': 'zombie'}, {'id': 14205, 'synset': 'fizz.n.01', 'name': 'fizz'}, {'id': 14206, 'synset': 'irish_coffee.n.01', 'name': 'Irish_coffee'}, {'id': 14207, 'synset': 'cafe_au_lait.n.01', 'name': 'cafe_au_lait'}, {'id': 14208, 'synset': 'cafe_noir.n.01', 'name': 'cafe_noir'}, {'id': 14209, 'synset': 'decaffeinated_coffee.n.01', 'name': 'decaffeinated_coffee'}, {'id': 14210, 'synset': 'drip_coffee.n.01', 'name': 'drip_coffee'}, {'id': 14211, 'synset': 'espresso.n.01', 'name': 'espresso'}, {'id': 14212, 'synset': 'caffe_latte.n.01', 'name': 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'name': 'nectar'}, {'id': 14229, 'synset': 'apple_juice.n.01', 'name': 'apple_juice'}, {'id': 14230, 'synset': 'cranberry_juice.n.01', 'name': 'cranberry_juice'}, {'id': 14231, 'synset': 'grape_juice.n.01', 'name': 'grape_juice'}, {'id': 14232, 'synset': 'must.n.02', 'name': 'must'}, {'id': 14233, 'synset': 'grapefruit_juice.n.01', 'name': 'grapefruit_juice'}, {'id': 14234, 'synset': 'frozen_orange_juice.n.01', 'name': 'frozen_orange_juice'}, {'id': 14235, 'synset': 'pineapple_juice.n.01', 'name': 'pineapple_juice'}, {'id': 14236, 'synset': 'lemon_juice.n.01', 'name': 'lemon_juice'}, {'id': 14237, 'synset': 'lime_juice.n.01', 'name': 'lime_juice'}, {'id': 14238, 'synset': 'papaya_juice.n.01', 'name': 'papaya_juice'}, {'id': 14239, 'synset': 'tomato_juice.n.01', 'name': 'tomato_juice'}, {'id': 14240, 'synset': 'carrot_juice.n.01', 'name': 'carrot_juice'}, {'id': 14241, 'synset': 'v-8_juice.n.01', 'name': 'V-8_juice'}, {'id': 14242, 'synset': 'koumiss.n.01', 'name': 'koumiss'}, {'id': 14243, 'synset': 'fruit_drink.n.01', 'name': 'fruit_drink'}, {'id': 14244, 'synset': 'limeade.n.01', 'name': 'limeade'}, {'id': 14245, 'synset': 'orangeade.n.01', 'name': 'orangeade'}, {'id': 14246, 'synset': 'malted_milk.n.02', 'name': 'malted_milk'}, {'id': 14247, 'synset': 'mate.n.09', 'name': 'mate'}, {'id': 14248, 'synset': 'mulled_wine.n.01', 'name': 'mulled_wine'}, {'id': 14249, 'synset': 'negus.n.01', 'name': 'negus'}, {'id': 14250, 'synset': 'soft_drink.n.01', 'name': 'soft_drink'}, {'id': 14251, 'synset': 'birch_beer.n.01', 'name': 'birch_beer'}, {'id': 14252, 'synset': 'bitter_lemon.n.01', 'name': 'bitter_lemon'}, {'id': 14253, 'synset': 'cola.n.02', 'name': 'cola'}, {'id': 14254, 'synset': 'cream_soda.n.01', 'name': 'cream_soda'}, {'id': 14255, 'synset': 'egg_cream.n.01', 'name': 'egg_cream'}, {'id': 14256, 'synset': 'ginger_ale.n.01', 'name': 'ginger_ale'}, {'id': 14257, 'synset': 'orange_soda.n.01', 'name': 'orange_soda'}, {'id': 14258, 'synset': 'phosphate.n.02', 'name': 'phosphate'}, {'id': 14259, 'synset': 'coca_cola.n.01', 'name': 'Coca_Cola'}, {'id': 14260, 'synset': 'pepsi.n.01', 'name': 'Pepsi'}, {'id': 14261, 'synset': 'sarsaparilla.n.02', 'name': 'sarsaparilla'}, {'id': 14262, 'synset': 'tonic.n.01', 'name': 'tonic'}, {'id': 14263, 'synset': 'coffee_bean.n.01', 'name': 'coffee_bean'}, {'id': 14264, 'synset': 'coffee.n.01', 'name': 'coffee'}, {'id': 14265, 'synset': 'cafe_royale.n.01', 'name': 'cafe_royale'}, {'id': 14266, 'synset': 'fruit_punch.n.01', 'name': 'fruit_punch'}, {'id': 14267, 'synset': 'milk_punch.n.01', 'name': 'milk_punch'}, {'id': 14268, 'synset': 'mimosa.n.03', 'name': 'mimosa'}, {'id': 14269, 'synset': 'pina_colada.n.01', 'name': 'pina_colada'}, {'id': 14270, 'synset': 'punch.n.02', 'name': 'punch'}, {'id': 14271, 'synset': 'cup.n.06', 'name': 'cup'}, {'id': 14272, 'synset': 'champagne_cup.n.01', 'name': 'champagne_cup'}, {'id': 14273, 'synset': 'claret_cup.n.01', 'name': 'claret_cup'}, {'id': 14274, 'synset': 'wassail.n.01', 'name': 'wassail'}, {'id': 14275, 'synset': "planter's_punch.n.01", 'name': "planter's_punch"}, {'id': 14276, 'synset': 'white_russian.n.02', 'name': 'White_Russian'}, {'id': 14277, 'synset': 'fish_house_punch.n.01', 'name': 'fish_house_punch'}, {'id': 14278, 'synset': 'may_wine.n.01', 'name': 'May_wine'}, {'id': 14279, 'synset': 'eggnog.n.01', 'name': 'eggnog'}, {'id': 14280, 'synset': 'cassiri.n.01', 'name': 'cassiri'}, {'id': 14281, 'synset': 'spruce_beer.n.01', 'name': 'spruce_beer'}, {'id': 14282, 'synset': 'rickey.n.01', 'name': 'rickey'}, {'id': 14283, 'synset': 'gin_rickey.n.01', 'name': 'gin_rickey'}, {'id': 14284, 'synset': 'tea.n.05', 'name': 'tea'}, {'id': 14285, 'synset': 'tea.n.01', 'name': 'tea'}, {'id': 14286, 'synset': 'tea-like_drink.n.01', 'name': 'tea-like_drink'}, {'id': 14287, 'synset': 'cambric_tea.n.01', 'name': 'cambric_tea'}, {'id': 14288, 'synset': 'cuppa.n.01', 'name': 'cuppa'}, {'id': 14289, 'synset': 'herb_tea.n.01', 'name': 'herb_tea'}, {'id': 14290, 'synset': 'tisane.n.01', 'name': 'tisane'}, {'id': 14291, 'synset': 'camomile_tea.n.01', 'name': 'camomile_tea'}, {'id': 14292, 'synset': 'ice_tea.n.01', 'name': 'ice_tea'}, {'id': 14293, 'synset': 'sun_tea.n.01', 'name': 'sun_tea'}, {'id': 14294, 'synset': 'black_tea.n.01', 'name': 'black_tea'}, {'id': 14295, 'synset': 'congou.n.01', 'name': 'congou'}, {'id': 14296, 'synset': 'darjeeling.n.01', 'name': 'Darjeeling'}, {'id': 14297, 'synset': 'orange_pekoe.n.01', 'name': 'orange_pekoe'}, {'id': 14298, 'synset': 'souchong.n.01', 'name': 'souchong'}, {'id': 14299, 'synset': 'green_tea.n.01', 'name': 'green_tea'}, {'id': 14300, 'synset': 'hyson.n.01', 'name': 'hyson'}, {'id': 14301, 'synset': 'oolong.n.01', 'name': 'oolong'}, {'id': 14302, 'synset': 'water.n.06', 'name': 'water'}, {'id': 14303, 'synset': 'bottled_water.n.01', 'name': 'bottled_water'}, {'id': 14304, 'synset': 'branch_water.n.01', 'name': 'branch_water'}, {'id': 14305, 'synset': 'spring_water.n.02', 'name': 'spring_water'}, {'id': 14306, 'synset': 'sugar_water.n.01', 'name': 'sugar_water'}, {'id': 14307, 'synset': 'drinking_water.n.01', 'name': 'drinking_water'}, {'id': 14308, 'synset': 'ice_water.n.01', 'name': 'ice_water'}, {'id': 14309, 'synset': 'soda_water.n.01', 'name': 'soda_water'}, {'id': 14310, 'synset': 'mineral_water.n.01', 'name': 'mineral_water'}, {'id': 14311, 'synset': 'seltzer.n.01', 'name': 'seltzer'}, {'id': 14312, 'synset': 'vichy_water.n.01', 'name': 'Vichy_water'}, {'id': 14313, 'synset': 'perishable.n.01', 'name': 'perishable'}, {'id': 14314, 'synset': 'couscous.n.01', 'name': 'couscous'}, {'id': 14315, 'synset': 'ramekin.n.01', 'name': 'ramekin'}, {'id': 14316, 'synset': 'multivitamin.n.01', 'name': 'multivitamin'}, {'id': 14317, 'synset': 'vitamin_pill.n.01', 'name': 'vitamin_pill'}, {'id': 14318, 'synset': 'soul_food.n.01', 'name': 'soul_food'}, {'id': 14319, 'synset': 'mold.n.06', 'name': 'mold'}, {'id': 14320, 'synset': 'people.n.01', 'name': 'people'}, {'id': 14321, 'synset': 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{'id': 14383, 'synset': 'grassland.n.01', 'name': 'grassland'}, {'id': 14384, 'synset': 'mecca.n.02', 'name': 'mecca'}, {'id': 14385, 'synset': "observer's_meridian.n.01", 'name': "observer's_meridian"}, {'id': 14386, 'synset': 'prime_meridian.n.01', 'name': 'prime_meridian'}, {'id': 14387, 'synset': 'nombril.n.01', 'name': 'nombril'}, {'id': 14388, 'synset': 'no-parking_zone.n.01', 'name': 'no-parking_zone'}, {'id': 14389, 'synset': 'outdoors.n.01', 'name': 'outdoors'}, {'id': 14390, 'synset': 'fairground.n.01', 'name': 'fairground'}, {'id': 14391, 'synset': 'pasture.n.01', 'name': 'pasture'}, {'id': 14392, 'synset': 'perihelion.n.01', 'name': 'perihelion'}, {'id': 14393, 'synset': 'periselene.n.01', 'name': 'periselene'}, {'id': 14394, 'synset': 'locus_of_infection.n.01', 'name': 'locus_of_infection'}, {'id': 14395, 'synset': 'kasbah.n.01', 'name': 'kasbah'}, {'id': 14396, 'synset': 'waterfront.n.01', 'name': 'waterfront'}, {'id': 14397, 'synset': 'resort.n.01', 'name': 'resort'}, {'id': 14398, 'synset': 'resort_area.n.01', 'name': 'resort_area'}, {'id': 14399, 'synset': 'rough.n.01', 'name': 'rough'}, {'id': 14400, 'synset': 'ashram.n.02', 'name': 'ashram'}, {'id': 14401, 'synset': 'harborage.n.01', 'name': 'harborage'}, {'id': 14402, 'synset': 'scrubland.n.01', 'name': 'scrubland'}, {'id': 14403, 'synset': 'weald.n.01', 'name': 'weald'}, {'id': 14404, 'synset': 'wold.n.01', 'name': 'wold'}, {'id': 14405, 'synset': 'schoolyard.n.01', 'name': 'schoolyard'}, {'id': 14406, 'synset': 'showplace.n.01', 'name': 'showplace'}, {'id': 14407, 'synset': 'bedside.n.01', 'name': 'bedside'}, {'id': 14408, 'synset': 'sideline.n.01', 'name': 'sideline'}, {'id': 14409, 'synset': 'ski_resort.n.01', 'name': 'ski_resort'}, {'id': 14410, 'synset': 'soil_horizon.n.01', 'name': 'soil_horizon'}, {'id': 14411, 'synset': 'geological_horizon.n.01', 'name': 'geological_horizon'}, {'id': 14412, 'synset': 'coal_seam.n.01', 'name': 'coal_seam'}, {'id': 14413, 'synset': 'coalface.n.01', 'name': 'coalface'}, {'id': 14414, 'synset': 'field.n.14', 'name': 'field'}, {'id': 14415, 'synset': 'oilfield.n.01', 'name': 'oilfield'}, {'id': 14416, 'synset': 'temperate_zone.n.01', 'name': 'Temperate_Zone'}, {'id': 14417, 'synset': 'terreplein.n.01', 'name': 'terreplein'}, {'id': 14418, 'synset': 'three-mile_limit.n.01', 'name': 'three-mile_limit'}, {'id': 14419, 'synset': 'desktop.n.01', 'name': 'desktop'}, {'id': 14420, 'synset': 'top.n.01', 'name': 'top'}, {'id': 14421, 'synset': 'kampong.n.01', 'name': 'kampong'}, {'id': 14422, 'synset': 'subtropics.n.01', 'name': 'subtropics'}, {'id': 14423, 'synset': 'barrio.n.02', 'name': 'barrio'}, {'id': 14424, 'synset': 'veld.n.01', 'name': 'veld'}, {'id': 14425, 'synset': 'vertex.n.02', 'name': 'vertex'}, {'id': 14426, 'synset': 'waterline.n.01', 'name': 'waterline'}, {'id': 14427, 'synset': 'high-water_mark.n.01', 'name': 'high-water_mark'}, {'id': 14428, 'synset': 'low-water_mark.n.02', 'name': 'low-water_mark'}, {'id': 14429, 'synset': 'continental_divide.n.01', 'name': 'continental_divide'}, {'id': 14430, 'synset': 'zodiac.n.01', 'name': 'zodiac'}, {'id': 14431, 'synset': 'aegean_island.n.01', 'name': 'Aegean_island'}, {'id': 14432, 'synset': 'sultanate.n.01', 'name': 'sultanate'}, {'id': 14433, 'synset': 'swiss_canton.n.01', 'name': 'Swiss_canton'}, {'id': 14434, 'synset': 'abyssal_zone.n.01', 'name': 'abyssal_zone'}, {'id': 14435, 'synset': 'aerie.n.01', 'name': 'aerie'}, {'id': 14436, 'synset': 'air_bubble.n.01', 'name': 'air_bubble'}, {'id': 14437, 'synset': 'alluvial_flat.n.01', 'name': 'alluvial_flat'}, {'id': 14438, 'synset': 'alp.n.01', 'name': 'alp'}, {'id': 14439, 'synset': 'alpine_glacier.n.01', 'name': 'Alpine_glacier'}, {'id': 14440, 'synset': 'anthill.n.01', 'name': 'anthill'}, {'id': 14441, 'synset': 'aquifer.n.01', 'name': 'aquifer'}, {'id': 14442, 'synset': 'archipelago.n.01', 'name': 'archipelago'}, {'id': 14443, 'synset': 'arete.n.01', 'name': 'arete'}, {'id': 14444, 'synset': 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'synset': 'bladder_stone.n.01', 'name': 'bladder_stone'}, {'id': 14462, 'synset': 'bluff.n.01', 'name': 'bluff'}, {'id': 14463, 'synset': 'borrow_pit.n.01', 'name': 'borrow_pit'}, {'id': 14464, 'synset': 'brae.n.01', 'name': 'brae'}, {'id': 14465, 'synset': 'bubble.n.01', 'name': 'bubble'}, {'id': 14466, 'synset': 'burrow.n.01', 'name': 'burrow'}, {'id': 14467, 'synset': 'butte.n.01', 'name': 'butte'}, {'id': 14468, 'synset': 'caldera.n.01', 'name': 'caldera'}, {'id': 14469, 'synset': 'canyon.n.01', 'name': 'canyon'}, {'id': 14470, 'synset': 'canyonside.n.01', 'name': 'canyonside'}, {'id': 14471, 'synset': 'cave.n.01', 'name': 'cave'}, {'id': 14472, 'synset': 'cavern.n.02', 'name': 'cavern'}, {'id': 14473, 'synset': 'chasm.n.01', 'name': 'chasm'}, {'id': 14474, 'synset': 'cirque.n.01', 'name': 'cirque'}, {'id': 14475, 'synset': 'cliff.n.01', 'name': 'cliff'}, {'id': 14476, 'synset': 'cloud.n.02', 'name': 'cloud'}, {'id': 14477, 'synset': 'coast.n.02', 'name': 'coast'}, {'id': 14478, 'synset': 'coastland.n.01', 'name': 'coastland'}, {'id': 14479, 'synset': 'col.n.01', 'name': 'col'}, {'id': 14480, 'synset': 'collector.n.03', 'name': 'collector'}, {'id': 14481, 'synset': 'comet.n.01', 'name': 'comet'}, {'id': 14482, 'synset': 'continental_glacier.n.01', 'name': 'continental_glacier'}, {'id': 14483, 'synset': 'coral_reef.n.01', 'name': 'coral_reef'}, {'id': 14484, 'synset': 'cove.n.02', 'name': 'cove'}, {'id': 14485, 'synset': 'crag.n.01', 'name': 'crag'}, {'id': 14486, 'synset': 'crater.n.03', 'name': 'crater'}, {'id': 14487, 'synset': 'cultivated_land.n.01', 'name': 'cultivated_land'}, {'id': 14488, 'synset': 'dale.n.01', 'name': 'dale'}, {'id': 14489, 'synset': 'defile.n.01', 'name': 'defile'}, {'id': 14490, 'synset': 'delta.n.01', 'name': 'delta'}, {'id': 14491, 'synset': 'descent.n.05', 'name': 'descent'}, {'id': 14492, 'synset': 'diapir.n.01', 'name': 'diapir'}, {'id': 14493, 'synset': 'divot.n.02', 'name': 'divot'}, {'id': 14494, 'synset': 'divot.n.01', 'name': 'divot'}, {'id': 14495, 'synset': 'down.n.04', 'name': 'down'}, {'id': 14496, 'synset': 'downhill.n.01', 'name': 'downhill'}, {'id': 14497, 'synset': 'draw.n.01', 'name': 'draw'}, {'id': 14498, 'synset': 'drey.n.01', 'name': 'drey'}, {'id': 14499, 'synset': 'drumlin.n.01', 'name': 'drumlin'}, {'id': 14500, 'synset': 'dune.n.01', 'name': 'dune'}, {'id': 14501, 'synset': 'escarpment.n.01', 'name': 'escarpment'}, {'id': 14502, 'synset': 'esker.n.01', 'name': 'esker'}, {'id': 14503, 'synset': 'fireball.n.03', 'name': 'fireball'}, {'id': 14504, 'synset': 'flare_star.n.01', 'name': 'flare_star'}, {'id': 14505, 'synset': 'floor.n.04', 'name': 'floor'}, {'id': 14506, 'synset': 'fomite.n.01', 'name': 'fomite'}, {'id': 14507, 'synset': 'foothill.n.01', 'name': 'foothill'}, {'id': 14508, 'synset': 'footwall.n.01', 'name': 'footwall'}, {'id': 14509, 'synset': 'foreland.n.02', 'name': 'foreland'}, {'id': 14510, 'synset': 'foreshore.n.01', 'name': 'foreshore'}, {'id': 14511, 'synset': 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{'id': 14528, 'synset': 'hot_spring.n.01', 'name': 'hot_spring'}, {'id': 14529, 'synset': 'iceberg.n.01', 'name': 'iceberg'}, {'id': 14530, 'synset': 'icecap.n.01', 'name': 'icecap'}, {'id': 14531, 'synset': 'ice_field.n.01', 'name': 'ice_field'}, {'id': 14532, 'synset': 'ice_floe.n.01', 'name': 'ice_floe'}, {'id': 14533, 'synset': 'ice_mass.n.01', 'name': 'ice_mass'}, {'id': 14534, 'synset': 'inclined_fault.n.01', 'name': 'inclined_fault'}, {'id': 14535, 'synset': 'ion.n.01', 'name': 'ion'}, {'id': 14536, 'synset': 'isthmus.n.01', 'name': 'isthmus'}, {'id': 14537, 'synset': 'kidney_stone.n.01', 'name': 'kidney_stone'}, {'id': 14538, 'synset': 'knoll.n.01', 'name': 'knoll'}, {'id': 14539, 'synset': 'kopje.n.01', 'name': 'kopje'}, {'id': 14540, 'synset': 'kuiper_belt.n.01', 'name': 'Kuiper_belt'}, {'id': 14541, 'synset': 'lake_bed.n.01', 'name': 'lake_bed'}, {'id': 14542, 'synset': 'lakefront.n.01', 'name': 'lakefront'}, {'id': 14543, 'synset': 'lakeside.n.01', 'name': 'lakeside'}, {'id': 14544, 'synset': 'landfall.n.01', 'name': 'landfall'}, {'id': 14545, 'synset': 'landfill.n.01', 'name': 'landfill'}, {'id': 14546, 'synset': 'lather.n.04', 'name': 'lather'}, {'id': 14547, 'synset': 'leak.n.01', 'name': 'leak'}, {'id': 14548, 'synset': 'ledge.n.01', 'name': 'ledge'}, {'id': 14549, 'synset': 'lepton.n.02', 'name': 'lepton'}, {'id': 14550, 'synset': 'lithosphere.n.01', 'name': 'lithosphere'}, {'id': 14551, 'synset': 'lowland.n.01', 'name': 'lowland'}, {'id': 14552, 'synset': 'lunar_crater.n.01', 'name': 'lunar_crater'}, {'id': 14553, 'synset': 'maar.n.01', 'name': 'maar'}, {'id': 14554, 'synset': 'massif.n.01', 'name': 'massif'}, {'id': 14555, 'synset': 'meander.n.01', 'name': 'meander'}, {'id': 14556, 'synset': 'mesa.n.01', 'name': 'mesa'}, {'id': 14557, 'synset': 'meteorite.n.01', 'name': 'meteorite'}, {'id': 14558, 'synset': 'microfossil.n.01', 'name': 'microfossil'}, {'id': 14559, 'synset': 'midstream.n.01', 'name': 'midstream'}, {'id': 14560, 'synset': 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'name': 'Athenian'}, {'id': 14883, 'synset': 'laconian.n.01', 'name': 'Laconian'}, {'id': 14884, 'synset': 'guyanese.n.01', 'name': 'Guyanese'}, {'id': 14885, 'synset': 'haitian.n.01', 'name': 'Haitian'}, {'id': 14886, 'synset': 'malay.n.01', 'name': 'Malay'}, {'id': 14887, 'synset': 'moro.n.01', 'name': 'Moro'}, {'id': 14888, 'synset': 'netherlander.n.01', 'name': 'Netherlander'}, {'id': 14889, 'synset': 'icelander.n.01', 'name': 'Icelander'}, {'id': 14890, 'synset': 'iraqi.n.01', 'name': 'Iraqi'}, {'id': 14891, 'synset': 'irishman.n.01', 'name': 'Irishman'}, {'id': 14892, 'synset': 'irishwoman.n.01', 'name': 'Irishwoman'}, {'id': 14893, 'synset': 'dubliner.n.01', 'name': 'Dubliner'}, {'id': 14894, 'synset': 'italian.n.01', 'name': 'Italian'}, {'id': 14895, 'synset': 'roman.n.01', 'name': 'Roman'}, {'id': 14896, 'synset': 'sabine.n.02', 'name': 'Sabine'}, {'id': 14897, 'synset': 'japanese.n.01', 'name': 'Japanese'}, {'id': 14898, 'synset': 'jordanian.n.01', 'name': 'Jordanian'}, {'id': 14899, 'synset': 'korean.n.01', 'name': 'Korean'}, {'id': 14900, 'synset': 'kenyan.n.01', 'name': 'Kenyan'}, {'id': 14901, 'synset': 'lao.n.01', 'name': 'Lao'}, {'id': 14902, 'synset': 'lapp.n.01', 'name': 'Lapp'}, {'id': 14903, 'synset': 'latin_american.n.01', 'name': 'Latin_American'}, {'id': 14904, 'synset': 'lebanese.n.01', 'name': 'Lebanese'}, {'id': 14905, 'synset': 'levantine.n.01', 'name': 'Levantine'}, {'id': 14906, 'synset': 'liberian.n.01', 'name': 'Liberian'}, {'id': 14907, 'synset': 'luxemburger.n.01', 'name': 'Luxemburger'}, {'id': 14908, 'synset': 'macedonian.n.01', 'name': 'Macedonian'}, {'id': 14909, 'synset': 'sabahan.n.01', 'name': 'Sabahan'}, {'id': 14910, 'synset': 'mexican.n.01', 'name': 'Mexican'}, {'id': 14911, 'synset': 'chicano.n.01', 'name': 'Chicano'}, {'id': 14912, 'synset': 'mexican-american.n.01', 'name': 'Mexican-American'}, {'id': 14913, 'synset': 'namibian.n.01', 'name': 'Namibian'}, {'id': 14914, 'synset': 'nauruan.n.01', 'name': 'Nauruan'}, {'id': 14915, 'synset': 'gurkha.n.02', 'name': 'Gurkha'}, {'id': 14916, 'synset': 'new_zealander.n.01', 'name': 'New_Zealander'}, {'id': 14917, 'synset': 'nicaraguan.n.01', 'name': 'Nicaraguan'}, {'id': 14918, 'synset': 'nigerian.n.01', 'name': 'Nigerian'}, {'id': 14919, 'synset': 'hausa.n.01', 'name': 'Hausa'}, {'id': 14920, 'synset': 'north_american.n.01', 'name': 'North_American'}, {'id': 14921, 'synset': 'nova_scotian.n.01', 'name': 'Nova_Scotian'}, {'id': 14922, 'synset': 'omani.n.01', 'name': 'Omani'}, {'id': 14923, 'synset': 'pakistani.n.01', 'name': 'Pakistani'}, {'id': 14924, 'synset': 'brahui.n.01', 'name': 'Brahui'}, {'id': 14925, 'synset': 'south_american_indian.n.01', 'name': 'South_American_Indian'}, {'id': 14926, 'synset': 'carib.n.01', 'name': 'Carib'}, {'id': 14927, 'synset': 'filipino.n.01', 'name': 'Filipino'}, {'id': 14928, 'synset': 'polynesian.n.01', 'name': 'Polynesian'}, {'id': 14929, 'synset': 'qatari.n.01', 'name': 'Qatari'}, {'id': 14930, 'synset': 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{'id': 14946, 'synset': 'turki.n.01', 'name': 'Turki'}, {'id': 14947, 'synset': 'chuvash.n.01', 'name': 'Chuvash'}, {'id': 14948, 'synset': 'turkoman.n.01', 'name': 'Turkoman'}, {'id': 14949, 'synset': 'uzbek.n.01', 'name': 'Uzbek'}, {'id': 14950, 'synset': 'ugandan.n.01', 'name': 'Ugandan'}, {'id': 14951, 'synset': 'ukranian.n.01', 'name': 'Ukranian'}, {'id': 14952, 'synset': 'yakut.n.01', 'name': 'Yakut'}, {'id': 14953, 'synset': 'tungus.n.01', 'name': 'Tungus'}, {'id': 14954, 'synset': 'igbo.n.01', 'name': 'Igbo'}, {'id': 14955, 'synset': 'american.n.03', 'name': 'American'}, {'id': 14956, 'synset': 'anglo-american.n.01', 'name': 'Anglo-American'}, {'id': 14957, 'synset': 'alaska_native.n.01', 'name': 'Alaska_Native'}, {'id': 14958, 'synset': 'arkansan.n.01', 'name': 'Arkansan'}, {'id': 14959, 'synset': 'carolinian.n.01', 'name': 'Carolinian'}, {'id': 14960, 'synset': 'coloradan.n.01', 'name': 'Coloradan'}, {'id': 14961, 'synset': 'connecticuter.n.01', 'name': 'Connecticuter'}, {'id': 14962, 'synset': 'delawarean.n.01', 'name': 'Delawarean'}, {'id': 14963, 'synset': 'floridian.n.01', 'name': 'Floridian'}, {'id': 14964, 'synset': 'german_american.n.01', 'name': 'German_American'}, {'id': 14965, 'synset': 'illinoisan.n.01', 'name': 'Illinoisan'}, {'id': 14966, 'synset': 'mainer.n.01', 'name': 'Mainer'}, {'id': 14967, 'synset': 'marylander.n.01', 'name': 'Marylander'}, {'id': 14968, 'synset': 'minnesotan.n.01', 'name': 'Minnesotan'}, {'id': 14969, 'synset': 'nebraskan.n.01', 'name': 'Nebraskan'}, {'id': 14970, 'synset': 'new_hampshirite.n.01', 'name': 'New_Hampshirite'}, {'id': 14971, 'synset': 'new_jerseyan.n.01', 'name': 'New_Jerseyan'}, {'id': 14972, 'synset': 'new_yorker.n.01', 'name': 'New_Yorker'}, {'id': 14973, 'synset': 'north_carolinian.n.01', 'name': 'North_Carolinian'}, {'id': 14974, 'synset': 'oregonian.n.01', 'name': 'Oregonian'}, {'id': 14975, 'synset': 'pennsylvanian.n.02', 'name': 'Pennsylvanian'}, {'id': 14976, 'synset': 'texan.n.01', 'name': 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15085, 'synset': 'anarchist.n.01', 'name': 'anarchist'}, {'id': 15086, 'synset': 'anathema.n.01', 'name': 'anathema'}, {'id': 15087, 'synset': 'ancestor.n.01', 'name': 'ancestor'}, {'id': 15088, 'synset': 'anchor.n.03', 'name': 'anchor'}, {'id': 15089, 'synset': 'ancient.n.02', 'name': 'ancient'}, {'id': 15090, 'synset': 'anecdotist.n.01', 'name': 'anecdotist'}, {'id': 15091, 'synset': 'angler.n.02', 'name': 'angler'}, {'id': 15092, 'synset': 'animator.n.02', 'name': 'animator'}, {'id': 15093, 'synset': 'animist.n.01', 'name': 'animist'}, {'id': 15094, 'synset': 'annotator.n.01', 'name': 'annotator'}, {'id': 15095, 'synset': 'announcer.n.02', 'name': 'announcer'}, {'id': 15096, 'synset': 'announcer.n.01', 'name': 'announcer'}, {'id': 15097, 'synset': 'anti.n.01', 'name': 'anti'}, {'id': 15098, 'synset': 'anti-american.n.01', 'name': 'anti-American'}, {'id': 15099, 'synset': 'anti-semite.n.01', 'name': 'anti-Semite'}, {'id': 15100, 'synset': 'anzac.n.01', 'name': 'Anzac'}, {'id': 15101, 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16770, 'synset': 'protozoologist.n.01', 'name': 'protozoologist'}, {'id': 16771, 'synset': 'provost_marshal.n.01', 'name': 'provost_marshal'}, {'id': 16772, 'synset': 'pruner.n.01', 'name': 'pruner'}, {'id': 16773, 'synset': 'psalmist.n.01', 'name': 'psalmist'}, {'id': 16774, 'synset': 'psephologist.n.01', 'name': 'psephologist'}, {'id': 16775, 'synset': 'psychiatrist.n.01', 'name': 'psychiatrist'}, {'id': 16776, 'synset': 'psychic.n.01', 'name': 'psychic'}, {'id': 16777, 'synset': 'psycholinguist.n.01', 'name': 'psycholinguist'}, {'id': 16778, 'synset': 'psychophysicist.n.01', 'name': 'psychophysicist'}, {'id': 16779, 'synset': 'publican.n.01', 'name': 'publican'}, {'id': 16780, 'synset': 'pudge.n.01', 'name': 'pudge'}, {'id': 16781, 'synset': 'puerpera.n.01', 'name': 'puerpera'}, {'id': 16782, 'synset': 'punching_bag.n.01', 'name': 'punching_bag'}, {'id': 16783, 'synset': 'punter.n.02', 'name': 'punter'}, {'id': 16784, 'synset': 'punter.n.01', 'name': 'punter'}, {'id': 16785, 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'name': 'quarterback'}, {'id': 16802, 'synset': 'quartermaster.n.01', 'name': 'quartermaster'}, {'id': 16803, 'synset': 'quartermaster_general.n.01', 'name': 'quartermaster_general'}, {'id': 16804, 'synset': 'quebecois.n.01', 'name': 'Quebecois'}, {'id': 16805, 'synset': 'queen.n.02', 'name': 'queen'}, {'id': 16806, 'synset': 'queen_of_england.n.01', 'name': 'Queen_of_England'}, {'id': 16807, 'synset': 'queen.n.03', 'name': 'queen'}, {'id': 16808, 'synset': 'queen.n.04', 'name': 'queen'}, {'id': 16809, 'synset': 'queen_consort.n.01', 'name': 'queen_consort'}, {'id': 16810, 'synset': 'queen_mother.n.01', 'name': 'queen_mother'}, {'id': 16811, 'synset': "queen's_counsel.n.01", 'name': "Queen's_Counsel"}, {'id': 16812, 'synset': 'question_master.n.01', 'name': 'question_master'}, {'id': 16813, 'synset': 'quick_study.n.01', 'name': 'quick_study'}, {'id': 16814, 'synset': 'quietist.n.01', 'name': 'quietist'}, {'id': 16815, 'synset': 'quitter.n.01', 'name': 'quitter'}, {'id': 16816, 'synset': 'rabbi.n.01', 'name': 'rabbi'}, {'id': 16817, 'synset': 'racist.n.01', 'name': 'racist'}, {'id': 16818, 'synset': 'radiobiologist.n.01', 'name': 'radiobiologist'}, {'id': 16819, 'synset': 'radiologic_technologist.n.01', 'name': 'radiologic_technologist'}, {'id': 16820, 'synset': 'radiologist.n.01', 'name': 'radiologist'}, {'id': 16821, 'synset': 'rainmaker.n.02', 'name': 'rainmaker'}, {'id': 16822, 'synset': 'raiser.n.01', 'name': 'raiser'}, {'id': 16823, 'synset': 'raja.n.01', 'name': 'raja'}, {'id': 16824, 'synset': 'rake.n.01', 'name': 'rake'}, {'id': 16825, 'synset': 'ramrod.n.02', 'name': 'ramrod'}, {'id': 16826, 'synset': 'ranch_hand.n.01', 'name': 'ranch_hand'}, {'id': 16827, 'synset': 'ranker.n.01', 'name': 'ranker'}, {'id': 16828, 'synset': 'ranter.n.01', 'name': 'ranter'}, {'id': 16829, 'synset': 'rape_suspect.n.01', 'name': 'rape_suspect'}, {'id': 16830, 'synset': 'rapper.n.01', 'name': 'rapper'}, {'id': 16831, 'synset': 'rapporteur.n.01', 'name': 'rapporteur'}, {'id': 16832, 'synset': 'rare_bird.n.01', 'name': 'rare_bird'}, {'id': 16833, 'synset': 'ratepayer.n.01', 'name': 'ratepayer'}, {'id': 16834, 'synset': 'raw_recruit.n.01', 'name': 'raw_recruit'}, {'id': 16835, 'synset': 'reader.n.01', 'name': 'reader'}, {'id': 16836, 'synset': 'reading_teacher.n.01', 'name': 'reading_teacher'}, {'id': 16837, 'synset': 'realist.n.01', 'name': 'realist'}, {'id': 16838, 'synset': 'real_estate_broker.n.01', 'name': 'real_estate_broker'}, {'id': 16839, 'synset': 'rear_admiral.n.01', 'name': 'rear_admiral'}, {'id': 16840, 'synset': 'receiver.n.05', 'name': 'receiver'}, {'id': 16841, 'synset': 'reciter.n.01', 'name': 'reciter'}, {'id': 16842, 'synset': 'recruit.n.02', 'name': 'recruit'}, {'id': 16843, 'synset': 'recruit.n.01', 'name': 'recruit'}, {'id': 16844, 'synset': 'recruiter.n.01', 'name': 'recruiter'}, {'id': 16845, 'synset': 'recruiting-sergeant.n.01', 'name': 'recruiting-sergeant'}, {'id': 16846, 'synset': 'redcap.n.01', 'name': 'redcap'}, {'id': 16847, 'synset': 'redhead.n.01', 'name': 'redhead'}, {'id': 16848, 'synset': 'redneck.n.01', 'name': 'redneck'}, {'id': 16849, 'synset': 'reeler.n.02', 'name': 'reeler'}, {'id': 16850, 'synset': 'reenactor.n.01', 'name': 'reenactor'}, {'id': 16851, 'synset': 'referral.n.01', 'name': 'referral'}, {'id': 16852, 'synset': 'referee.n.01', 'name': 'referee'}, {'id': 16853, 'synset': 'refiner.n.01', 'name': 'refiner'}, {'id': 16854, 'synset': 'reform_jew.n.01', 'name': 'Reform_Jew'}, {'id': 16855, 'synset': 'registered_nurse.n.01', 'name': 'registered_nurse'}, {'id': 16856, 'synset': 'registrar.n.01', 'name': 'registrar'}, {'id': 16857, 'synset': 'regius_professor.n.01', 'name': 'Regius_professor'}, {'id': 16858, 'synset': 'reliever.n.02', 'name': 'reliever'}, {'id': 16859, 'synset': 'anchorite.n.01', 'name': 'anchorite'}, {'id': 16860, 'synset': 'religious_leader.n.01', 'name': 'religious_leader'}, {'id': 16861, 'synset': 'remover.n.02', 'name': 'remover'}, {'id': 16862, 'synset': 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16939, 'synset': 'schlemiel.n.01', 'name': 'schlemiel'}, {'id': 16940, 'synset': 'schlockmeister.n.01', 'name': 'schlockmeister'}, {'id': 16941, 'synset': 'scholar.n.01', 'name': 'scholar'}, {'id': 16942, 'synset': 'scholiast.n.01', 'name': 'scholiast'}, {'id': 16943, 'synset': 'schoolchild.n.01', 'name': 'schoolchild'}, {'id': 16944, 'synset': 'schoolfriend.n.01', 'name': 'schoolfriend'}, {'id': 16945, 'synset': 'schoolman.n.01', 'name': 'Schoolman'}, {'id': 16946, 'synset': 'schoolmaster.n.02', 'name': 'schoolmaster'}, {'id': 16947, 'synset': 'schoolmate.n.01', 'name': 'schoolmate'}, {'id': 16948, 'synset': 'scientist.n.01', 'name': 'scientist'}, {'id': 16949, 'synset': 'scion.n.01', 'name': 'scion'}, {'id': 16950, 'synset': 'scoffer.n.02', 'name': 'scoffer'}, {'id': 16951, 'synset': 'scofflaw.n.01', 'name': 'scofflaw'}, {'id': 16952, 'synset': 'scorekeeper.n.01', 'name': 'scorekeeper'}, {'id': 16953, 'synset': 'scorer.n.02', 'name': 'scorer'}, {'id': 16954, 'synset': 'scourer.n.02', 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'synset': 'yakuza.n.01', 'name': 'yakuza'}, {'id': 17497, 'synset': 'yard_bird.n.01', 'name': 'yard_bird'}, {'id': 17498, 'synset': 'yardie.n.01', 'name': 'yardie'}, {'id': 17499, 'synset': 'yardman.n.01', 'name': 'yardman'}, {'id': 17500, 'synset': 'yardmaster.n.01', 'name': 'yardmaster'}, {'id': 17501, 'synset': 'yenta.n.02', 'name': 'yenta'}, {'id': 17502, 'synset': 'yogi.n.02', 'name': 'yogi'}, {'id': 17503, 'synset': 'young_buck.n.01', 'name': 'young_buck'}, {'id': 17504, 'synset': 'young_turk.n.02', 'name': 'young_Turk'}, {'id': 17505, 'synset': 'young_turk.n.01', 'name': 'Young_Turk'}, {'id': 17506, 'synset': 'zionist.n.01', 'name': 'Zionist'}, {'id': 17507, 'synset': 'zoo_keeper.n.01', 'name': 'zoo_keeper'}, {'id': 17508, 'synset': 'genet.n.01', 'name': 'Genet'}, {'id': 17509, 'synset': 'kennan.n.01', 'name': 'Kennan'}, {'id': 17510, 'synset': 'munro.n.01', 'name': 'Munro'}, {'id': 17511, 'synset': 'popper.n.01', 'name': 'Popper'}, {'id': 17512, 'synset': 'stoker.n.01', 'name': 'Stoker'}, {'id': 17513, 'synset': 'townes.n.01', 'name': 'Townes'}, {'id': 17514, 'synset': 'dust_storm.n.01', 'name': 'dust_storm'}, {'id': 17515, 'synset': 'parhelion.n.01', 'name': 'parhelion'}, {'id': 17516, 'synset': 'snow.n.01', 'name': 'snow'}, {'id': 17517, 'synset': 'facula.n.01', 'name': 'facula'}, {'id': 17518, 'synset': 'wave.n.08', 'name': 'wave'}, {'id': 17519, 'synset': 'microflora.n.01', 'name': 'microflora'}, {'id': 17520, 'synset': 'wilding.n.01', 'name': 'wilding'}, {'id': 17521, 'synset': 'semi-climber.n.01', 'name': 'semi-climber'}, {'id': 17522, 'synset': 'volva.n.01', 'name': 'volva'}, {'id': 17523, 'synset': 'basidiocarp.n.01', 'name': 'basidiocarp'}, {'id': 17524, 'synset': 'domatium.n.01', 'name': 'domatium'}, {'id': 17525, 'synset': 'apomict.n.01', 'name': 'apomict'}, {'id': 17526, 'synset': 'aquatic.n.01', 'name': 'aquatic'}, {'id': 17527, 'synset': 'bryophyte.n.01', 'name': 'bryophyte'}, {'id': 17528, 'synset': 'acrocarp.n.01', 'name': 'acrocarp'}, {'id': 17529, 'synset': 'sphagnum.n.01', 'name': 'sphagnum'}, {'id': 17530, 'synset': 'liverwort.n.01', 'name': 'liverwort'}, {'id': 17531, 'synset': 'hepatica.n.02', 'name': 'hepatica'}, {'id': 17532, 'synset': 'pecopteris.n.01', 'name': 'pecopteris'}, {'id': 17533, 'synset': 'pteridophyte.n.01', 'name': 'pteridophyte'}, {'id': 17534, 'synset': 'fern.n.01', 'name': 'fern'}, {'id': 17535, 'synset': 'fern_ally.n.01', 'name': 'fern_ally'}, {'id': 17536, 'synset': 'spore.n.01', 'name': 'spore'}, {'id': 17537, 'synset': 'carpospore.n.01', 'name': 'carpospore'}, {'id': 17538, 'synset': 'chlamydospore.n.01', 'name': 'chlamydospore'}, {'id': 17539, 'synset': 'conidium.n.01', 'name': 'conidium'}, {'id': 17540, 'synset': 'oospore.n.01', 'name': 'oospore'}, {'id': 17541, 'synset': 'tetraspore.n.01', 'name': 'tetraspore'}, {'id': 17542, 'synset': 'zoospore.n.01', 'name': 'zoospore'}, {'id': 17543, 'synset': 'cryptogam.n.01', 'name': 'cryptogam'}, {'id': 17544, 'synset': 'spermatophyte.n.01', 'name': 'spermatophyte'}, {'id': 17545, 'synset': 'seedling.n.01', 'name': 'seedling'}, {'id': 17546, 'synset': 'annual.n.01', 'name': 'annual'}, {'id': 17547, 'synset': 'biennial.n.01', 'name': 'biennial'}, {'id': 17548, 'synset': 'perennial.n.01', 'name': 'perennial'}, {'id': 17549, 'synset': 'hygrophyte.n.01', 'name': 'hygrophyte'}, {'id': 17550, 'synset': 'gymnosperm.n.01', 'name': 'gymnosperm'}, {'id': 17551, 'synset': 'gnetum.n.01', 'name': 'gnetum'}, {'id': 17552, 'synset': 'catha_edulis.n.01', 'name': 'Catha_edulis'}, {'id': 17553, 'synset': 'ephedra.n.01', 'name': 'ephedra'}, {'id': 17554, 'synset': 'mahuang.n.01', 'name': 'mahuang'}, {'id': 17555, 'synset': 'welwitschia.n.01', 'name': 'welwitschia'}, {'id': 17556, 'synset': 'cycad.n.01', 'name': 'cycad'}, {'id': 17557, 'synset': 'sago_palm.n.02', 'name': 'sago_palm'}, {'id': 17558, 'synset': 'false_sago.n.01', 'name': 'false_sago'}, {'id': 17559, 'synset': 'zamia.n.01', 'name': 'zamia'}, {'id': 17560, 'synset': 'coontie.n.01', 'name': 'coontie'}, {'id': 17561, 'synset': 'ceratozamia.n.01', 'name': 'ceratozamia'}, {'id': 17562, 'synset': 'dioon.n.01', 'name': 'dioon'}, {'id': 17563, 'synset': 'encephalartos.n.01', 'name': 'encephalartos'}, {'id': 17564, 'synset': 'kaffir_bread.n.01', 'name': 'kaffir_bread'}, {'id': 17565, 'synset': 'macrozamia.n.01', 'name': 'macrozamia'}, {'id': 17566, 'synset': 'burrawong.n.01', 'name': 'burrawong'}, {'id': 17567, 'synset': 'pine.n.01', 'name': 'pine'}, {'id': 17568, 'synset': 'pinon.n.01', 'name': 'pinon'}, {'id': 17569, 'synset': 'nut_pine.n.01', 'name': 'nut_pine'}, {'id': 17570, 'synset': 'pinon_pine.n.01', 'name': 'pinon_pine'}, {'id': 17571, 'synset': 'rocky_mountain_pinon.n.01', 'name': 'Rocky_mountain_pinon'}, {'id': 17572, 'synset': 'single-leaf.n.01', 'name': 'single-leaf'}, {'id': 17573, 'synset': 'bishop_pine.n.01', 'name': 'bishop_pine'}, {'id': 17574, 'synset': 'california_single-leaf_pinyon.n.01', 'name': 'California_single-leaf_pinyon'}, {'id': 17575, 'synset': "parry's_pinyon.n.01", 'name': "Parry's_pinyon"}, {'id': 17576, 'synset': 'spruce_pine.n.04', 'name': 'spruce_pine'}, {'id': 17577, 'synset': 'black_pine.n.05', 'name': 'black_pine'}, {'id': 17578, 'synset': 'pitch_pine.n.02', 'name': 'pitch_pine'}, {'id': 17579, 'synset': 'pond_pine.n.01', 'name': 'pond_pine'}, {'id': 17580, 'synset': 'stone_pine.n.01', 'name': 'stone_pine'}, {'id': 17581, 'synset': 'swiss_pine.n.01', 'name': 'Swiss_pine'}, {'id': 17582, 'synset': 'cembra_nut.n.01', 'name': 'cembra_nut'}, {'id': 17583, 'synset': 'swiss_mountain_pine.n.01', 'name': 'Swiss_mountain_pine'}, {'id': 17584, 'synset': 'ancient_pine.n.01', 'name': 'ancient_pine'}, {'id': 17585, 'synset': 'white_pine.n.01', 'name': 'white_pine'}, {'id': 17586, 'synset': 'american_white_pine.n.01', 'name': 'American_white_pine'}, {'id': 17587, 'synset': 'western_white_pine.n.01', 'name': 'western_white_pine'}, {'id': 17588, 'synset': 'southwestern_white_pine.n.01', 'name': 'southwestern_white_pine'}, {'id': 17589, 'synset': 'limber_pine.n.01', 'name': 'limber_pine'}, {'id': 17590, 'synset': 'whitebark_pine.n.01', 'name': 'whitebark_pine'}, {'id': 17591, 'synset': 'yellow_pine.n.01', 'name': 'yellow_pine'}, {'id': 17592, 'synset': 'ponderosa.n.01', 'name': 'ponderosa'}, {'id': 17593, 'synset': 'jeffrey_pine.n.01', 'name': 'Jeffrey_pine'}, {'id': 17594, 'synset': 'shore_pine.n.01', 'name': 'shore_pine'}, {'id': 17595, 'synset': 'sierra_lodgepole_pine.n.01', 'name': 'Sierra_lodgepole_pine'}, {'id': 17596, 'synset': 'loblolly_pine.n.01', 'name': 'loblolly_pine'}, {'id': 17597, 'synset': 'jack_pine.n.01', 'name': 'jack_pine'}, {'id': 17598, 'synset': 'swamp_pine.n.01', 'name': 'swamp_pine'}, {'id': 17599, 'synset': 'longleaf_pine.n.01', 'name': 'longleaf_pine'}, {'id': 17600, 'synset': 'shortleaf_pine.n.01', 'name': 'shortleaf_pine'}, {'id': 17601, 'synset': 'red_pine.n.02', 'name': 'red_pine'}, {'id': 17602, 'synset': 'scotch_pine.n.01', 'name': 'Scotch_pine'}, {'id': 17603, 'synset': 'scrub_pine.n.01', 'name': 'scrub_pine'}, {'id': 17604, 'synset': 'monterey_pine.n.01', 'name': 'Monterey_pine'}, {'id': 17605, 'synset': 'bristlecone_pine.n.01', 'name': 'bristlecone_pine'}, {'id': 17606, 'synset': 'table-mountain_pine.n.01', 'name': 'table-mountain_pine'}, {'id': 17607, 'synset': 'knobcone_pine.n.01', 'name': 'knobcone_pine'}, {'id': 17608, 'synset': 'japanese_red_pine.n.01', 'name': 'Japanese_red_pine'}, {'id': 17609, 'synset': 'japanese_black_pine.n.01', 'name': 'Japanese_black_pine'}, {'id': 17610, 'synset': 'torrey_pine.n.01', 'name': 'Torrey_pine'}, {'id': 17611, 'synset': 'larch.n.02', 'name': 'larch'}, {'id': 17612, 'synset': 'american_larch.n.01', 'name': 'American_larch'}, {'id': 17613, 'synset': 'western_larch.n.01', 'name': 'western_larch'}, {'id': 17614, 'synset': 'subalpine_larch.n.01', 'name': 'subalpine_larch'}, {'id': 17615, 'synset': 'european_larch.n.01', 'name': 'European_larch'}, {'id': 17616, 'synset': 'siberian_larch.n.01', 'name': 'Siberian_larch'}, {'id': 17617, 'synset': 'golden_larch.n.01', 'name': 'golden_larch'}, {'id': 17618, 'synset': 'fir.n.02', 'name': 'fir'}, {'id': 17619, 'synset': 'silver_fir.n.01', 'name': 'silver_fir'}, {'id': 17620, 'synset': 'amabilis_fir.n.01', 'name': 'amabilis_fir'}, {'id': 17621, 'synset': 'european_silver_fir.n.01', 'name': 'European_silver_fir'}, {'id': 17622, 'synset': 'white_fir.n.01', 'name': 'white_fir'}, {'id': 17623, 'synset': 'balsam_fir.n.01', 'name': 'balsam_fir'}, {'id': 17624, 'synset': 'fraser_fir.n.01', 'name': 'Fraser_fir'}, {'id': 17625, 'synset': 'lowland_fir.n.01', 'name': 'lowland_fir'}, {'id': 17626, 'synset': 'alpine_fir.n.01', 'name': 'Alpine_fir'}, {'id': 17627, 'synset': 'santa_lucia_fir.n.01', 'name': 'Santa_Lucia_fir'}, {'id': 17628, 'synset': 'cedar.n.03', 'name': 'cedar'}, {'id': 17629, 'synset': 'cedar_of_lebanon.n.01', 'name': 'cedar_of_Lebanon'}, {'id': 17630, 'synset': 'deodar.n.01', 'name': 'deodar'}, {'id': 17631, 'synset': 'atlas_cedar.n.01', 'name': 'Atlas_cedar'}, {'id': 17632, 'synset': 'spruce.n.02', 'name': 'spruce'}, {'id': 17633, 'synset': 'norway_spruce.n.01', 'name': 'Norway_spruce'}, {'id': 17634, 'synset': 'weeping_spruce.n.01', 'name': 'weeping_spruce'}, {'id': 17635, 'synset': 'engelmann_spruce.n.01', 'name': 'Engelmann_spruce'}, {'id': 17636, 'synset': 'white_spruce.n.01', 'name': 'white_spruce'}, {'id': 17637, 'synset': 'black_spruce.n.01', 'name': 'black_spruce'}, {'id': 17638, 'synset': 'siberian_spruce.n.01', 'name': 'Siberian_spruce'}, {'id': 17639, 'synset': 'sitka_spruce.n.01', 'name': 'Sitka_spruce'}, {'id': 17640, 'synset': 'oriental_spruce.n.01', 'name': 'oriental_spruce'}, {'id': 17641, 'synset': 'colorado_spruce.n.01', 'name': 'Colorado_spruce'}, {'id': 17642, 'synset': 'red_spruce.n.01', 'name': 'red_spruce'}, {'id': 17643, 'synset': 'hemlock.n.04', 'name': 'hemlock'}, {'id': 17644, 'synset': 'eastern_hemlock.n.01', 'name': 'eastern_hemlock'}, {'id': 17645, 'synset': 'carolina_hemlock.n.01', 'name': 'Carolina_hemlock'}, {'id': 17646, 'synset': 'mountain_hemlock.n.01', 'name': 'mountain_hemlock'}, {'id': 17647, 'synset': 'western_hemlock.n.01', 'name': 'western_hemlock'}, {'id': 17648, 'synset': 'douglas_fir.n.02', 'name': 'douglas_fir'}, {'id': 17649, 'synset': 'green_douglas_fir.n.01', 'name': 'green_douglas_fir'}, {'id': 17650, 'synset': 'big-cone_spruce.n.01', 'name': 'big-cone_spruce'}, {'id': 17651, 'synset': 'cathaya.n.01', 'name': 'Cathaya'}, {'id': 17652, 'synset': 'cedar.n.01', 'name': 'cedar'}, {'id': 17653, 'synset': 'cypress.n.02', 'name': 'cypress'}, {'id': 17654, 'synset': 'gowen_cypress.n.01', 'name': 'gowen_cypress'}, {'id': 17655, 'synset': 'pygmy_cypress.n.01', 'name': 'pygmy_cypress'}, {'id': 17656, 'synset': 'santa_cruz_cypress.n.01', 'name': 'Santa_Cruz_cypress'}, {'id': 17657, 'synset': 'arizona_cypress.n.01', 'name': 'Arizona_cypress'}, {'id': 17658, 'synset': 'guadalupe_cypress.n.01', 'name': 'Guadalupe_cypress'}, {'id': 17659, 'synset': 'monterey_cypress.n.01', 'name': 'Monterey_cypress'}, {'id': 17660, 'synset': 'mexican_cypress.n.01', 'name': 'Mexican_cypress'}, {'id': 17661, 'synset': 'italian_cypress.n.01', 'name': 'Italian_cypress'}, {'id': 17662, 'synset': 'king_william_pine.n.01', 'name': 'King_William_pine'}, {'id': 17663, 'synset': 'chilean_cedar.n.01', 'name': 'Chilean_cedar'}, {'id': 17664, 'synset': 'incense_cedar.n.02', 'name': 'incense_cedar'}, {'id': 17665, 'synset': 'southern_white_cedar.n.01', 'name': 'southern_white_cedar'}, {'id': 17666, 'synset': 'oregon_cedar.n.01', 'name': 'Oregon_cedar'}, {'id': 17667, 'synset': 'yellow_cypress.n.01', 'name': 'yellow_cypress'}, {'id': 17668, 'synset': 'japanese_cedar.n.01', 'name': 'Japanese_cedar'}, {'id': 17669, 'synset': 'juniper_berry.n.01', 'name': 'juniper_berry'}, {'id': 17670, 'synset': 'incense_cedar.n.01', 'name': 'incense_cedar'}, {'id': 17671, 'synset': 'kawaka.n.01', 'name': 'kawaka'}, {'id': 17672, 'synset': 'pahautea.n.01', 'name': 'pahautea'}, {'id': 17673, 'synset': 'metasequoia.n.01', 'name': 'metasequoia'}, {'id': 17674, 'synset': 'arborvitae.n.01', 'name': 'arborvitae'}, {'id': 17675, 'synset': 'western_red_cedar.n.01', 'name': 'western_red_cedar'}, {'id': 17676, 'synset': 'american_arborvitae.n.01', 'name': 'American_arborvitae'}, {'id': 17677, 'synset': 'oriental_arborvitae.n.01', 'name': 'Oriental_arborvitae'}, {'id': 17678, 'synset': 'hiba_arborvitae.n.01', 'name': 'hiba_arborvitae'}, {'id': 17679, 'synset': 'keteleeria.n.01', 'name': 'keteleeria'}, {'id': 17680, 'synset': 'wollemi_pine.n.01', 'name': 'Wollemi_pine'}, {'id': 17681, 'synset': 'araucaria.n.01', 'name': 'araucaria'}, {'id': 17682, 'synset': 'monkey_puzzle.n.01', 'name': 'monkey_puzzle'}, {'id': 17683, 'synset': 'norfolk_island_pine.n.01', 'name': 'norfolk_island_pine'}, {'id': 17684, 'synset': 'new_caledonian_pine.n.01', 'name': 'new_caledonian_pine'}, {'id': 17685, 'synset': 'bunya_bunya.n.01', 'name': 'bunya_bunya'}, {'id': 17686, 'synset': 'hoop_pine.n.01', 'name': 'hoop_pine'}, {'id': 17687, 'synset': 'kauri_pine.n.01', 'name': 'kauri_pine'}, {'id': 17688, 'synset': 'kauri.n.02', 'name': 'kauri'}, {'id': 17689, 'synset': 'amboina_pine.n.01', 'name': 'amboina_pine'}, {'id': 17690, 'synset': 'dundathu_pine.n.01', 'name': 'dundathu_pine'}, {'id': 17691, 'synset': 'red_kauri.n.01', 'name': 'red_kauri'}, {'id': 17692, 'synset': 'plum-yew.n.01', 'name': 'plum-yew'}, {'id': 17693, 'synset': 'california_nutmeg.n.01', 'name': 'California_nutmeg'}, {'id': 17694, 'synset': 'stinking_cedar.n.01', 'name': 'stinking_cedar'}, {'id': 17695, 'synset': 'celery_pine.n.01', 'name': 'celery_pine'}, {'id': 17696, 'synset': 'celery_top_pine.n.01', 'name': 'celery_top_pine'}, {'id': 17697, 'synset': 'tanekaha.n.01', 'name': 'tanekaha'}, {'id': 17698, 'synset': 'alpine_celery_pine.n.01', 'name': 'Alpine_celery_pine'}, {'id': 17699, 'synset': 'yellowwood.n.02', 'name': 'yellowwood'}, {'id': 17700, 'synset': 'gymnospermous_yellowwood.n.01', 'name': 'gymnospermous_yellowwood'}, {'id': 17701, 'synset': 'podocarp.n.01', 'name': 'podocarp'}, {'id': 17702, 'synset': 'yacca.n.01', 'name': 'yacca'}, {'id': 17703, 'synset': 'brown_pine.n.01', 'name': 'brown_pine'}, {'id': 17704, 'synset': 'cape_yellowwood.n.01', 'name': 'cape_yellowwood'}, {'id': 17705, 'synset': 'south-african_yellowwood.n.01', 'name': 'South-African_yellowwood'}, {'id': 17706, 'synset': 'alpine_totara.n.01', 'name': 'alpine_totara'}, {'id': 17707, 'synset': 'totara.n.01', 'name': 'totara'}, {'id': 17708, 'synset': 'common_yellowwood.n.01', 'name': 'common_yellowwood'}, {'id': 17709, 'synset': 'kahikatea.n.01', 'name': 'kahikatea'}, {'id': 17710, 'synset': 'rimu.n.01', 'name': 'rimu'}, {'id': 17711, 'synset': 'tarwood.n.02', 'name': 'tarwood'}, {'id': 17712, 'synset': 'common_sickle_pine.n.01', 'name': 'common_sickle_pine'}, {'id': 17713, 'synset': 'yellow-leaf_sickle_pine.n.01', 'name': 'yellow-leaf_sickle_pine'}, {'id': 17714, 'synset': 'tarwood.n.01', 'name': 'tarwood'}, {'id': 17715, 'synset': 'westland_pine.n.01', 'name': 'westland_pine'}, {'id': 17716, 'synset': 'huon_pine.n.01', 'name': 'huon_pine'}, {'id': 17717, 'synset': 'chilean_rimu.n.01', 'name': 'Chilean_rimu'}, {'id': 17718, 'synset': 'mountain_rimu.n.01', 'name': 'mountain_rimu'}, {'id': 17719, 'synset': 'nagi.n.01', 'name': 'nagi'}, {'id': 17720, 'synset': 'miro.n.01', 'name': 'miro'}, {'id': 17721, 'synset': 'matai.n.01', 'name': 'matai'}, {'id': 17722, 'synset': 'plum-fruited_yew.n.01', 'name': 'plum-fruited_yew'}, {'id': 17723, 'synset': 'prince_albert_yew.n.01', 'name': 'Prince_Albert_yew'}, {'id': 17724, 'synset': 'sundacarpus_amara.n.01', 'name': 'Sundacarpus_amara'}, {'id': 17725, 'synset': 'japanese_umbrella_pine.n.01', 'name': 'Japanese_umbrella_pine'}, {'id': 17726, 'synset': 'yew.n.02', 'name': 'yew'}, {'id': 17727, 'synset': 'old_world_yew.n.01', 'name': 'Old_World_yew'}, {'id': 17728, 'synset': 'pacific_yew.n.01', 'name': 'Pacific_yew'}, {'id': 17729, 'synset': 'japanese_yew.n.01', 'name': 'Japanese_yew'}, {'id': 17730, 'synset': 'florida_yew.n.01', 'name': 'Florida_yew'}, {'id': 17731, 'synset': 'new_caledonian_yew.n.01', 'name': 'New_Caledonian_yew'}, {'id': 17732, 'synset': 'white-berry_yew.n.01', 'name': 'white-berry_yew'}, {'id': 17733, 'synset': 'ginkgo.n.01', 'name': 'ginkgo'}, {'id': 17734, 'synset': 'angiosperm.n.01', 'name': 'angiosperm'}, {'id': 17735, 'synset': 'dicot.n.01', 'name': 'dicot'}, {'id': 17736, 'synset': 'monocot.n.01', 'name': 'monocot'}, {'id': 17737, 'synset': 'floret.n.01', 'name': 'floret'}, {'id': 17738, 'synset': 'flower.n.01', 'name': 'flower'}, {'id': 17739, 'synset': 'bloomer.n.01', 'name': 'bloomer'}, {'id': 17740, 'synset': 'wildflower.n.01', 'name': 'wildflower'}, {'id': 17741, 'synset': 'apetalous_flower.n.01', 'name': 'apetalous_flower'}, {'id': 17742, 'synset': 'inflorescence.n.02', 'name': 'inflorescence'}, {'id': 17743, 'synset': 'rosebud.n.01', 'name': 'rosebud'}, {'id': 17744, 'synset': 'gynostegium.n.01', 'name': 'gynostegium'}, {'id': 17745, 'synset': 'pollinium.n.01', 'name': 'pollinium'}, {'id': 17746, 'synset': 'pistil.n.01', 'name': 'pistil'}, {'id': 17747, 'synset': 'gynobase.n.01', 'name': 'gynobase'}, {'id': 17748, 'synset': 'gynophore.n.01', 'name': 'gynophore'}, {'id': 17749, 'synset': 'stylopodium.n.01', 'name': 'stylopodium'}, {'id': 17750, 'synset': 'carpophore.n.01', 'name': 'carpophore'}, {'id': 17751, 'synset': 'cornstalk.n.01', 'name': 'cornstalk'}, {'id': 17752, 'synset': 'petiolule.n.01', 'name': 'petiolule'}, {'id': 17753, 'synset': 'mericarp.n.01', 'name': 'mericarp'}, {'id': 17754, 'synset': 'micropyle.n.01', 'name': 'micropyle'}, {'id': 17755, 'synset': 'germ_tube.n.01', 'name': 'germ_tube'}, {'id': 17756, 'synset': 'pollen_tube.n.01', 'name': 'pollen_tube'}, {'id': 17757, 'synset': 'gemma.n.01', 'name': 'gemma'}, {'id': 17758, 'synset': 'galbulus.n.01', 'name': 'galbulus'}, {'id': 17759, 'synset': 'nectary.n.01', 'name': 'nectary'}, {'id': 17760, 'synset': 'pericarp.n.01', 'name': 'pericarp'}, {'id': 17761, 'synset': 'epicarp.n.01', 'name': 'epicarp'}, {'id': 17762, 'synset': 'mesocarp.n.01', 'name': 'mesocarp'}, {'id': 17763, 'synset': 'pip.n.03', 'name': 'pip'}, {'id': 17764, 'synset': 'silique.n.01', 'name': 'silique'}, {'id': 17765, 'synset': 'cataphyll.n.01', 'name': 'cataphyll'}, {'id': 17766, 'synset': 'perisperm.n.01', 'name': 'perisperm'}, {'id': 17767, 'synset': 'monocarp.n.01', 'name': 'monocarp'}, {'id': 17768, 'synset': 'sporophyte.n.01', 'name': 'sporophyte'}, {'id': 17769, 'synset': 'gametophyte.n.01', 'name': 'gametophyte'}, {'id': 17770, 'synset': 'megasporangium.n.01', 'name': 'megasporangium'}, {'id': 17771, 'synset': 'microspore.n.01', 'name': 'microspore'}, {'id': 17772, 'synset': 'microsporangium.n.01', 'name': 'microsporangium'}, {'id': 17773, 'synset': 'microsporophyll.n.01', 'name': 'microsporophyll'}, {'id': 17774, 'synset': 'archespore.n.01', 'name': 'archespore'}, {'id': 17775, 'synset': 'bonduc_nut.n.01', 'name': 'bonduc_nut'}, {'id': 17776, 'synset': "job's_tears.n.01", 'name': "Job's_tears"}, {'id': 17777, 'synset': 'oilseed.n.01', 'name': 'oilseed'}, {'id': 17778, 'synset': 'castor_bean.n.01', 'name': 'castor_bean'}, {'id': 17779, 'synset': 'cottonseed.n.01', 'name': 'cottonseed'}, {'id': 17780, 'synset': 'candlenut.n.02', 'name': 'candlenut'}, {'id': 17781, 'synset': 'peach_pit.n.01', 'name': 'peach_pit'}, {'id': 17782, 'synset': 'hypanthium.n.01', 'name': 'hypanthium'}, {'id': 17783, 'synset': 'petal.n.01', 'name': 'petal'}, {'id': 17784, 'synset': 'corolla.n.01', 'name': 'corolla'}, {'id': 17785, 'synset': 'lip.n.02', 'name': 'lip'}, {'id': 17786, 'synset': 'perianth.n.01', 'name': 'perianth'}, {'id': 17787, 'synset': 'thistledown.n.01', 'name': 'thistledown'}, {'id': 17788, 'synset': 'custard_apple.n.01', 'name': 'custard_apple'}, {'id': 17789, 'synset': 'cherimoya.n.01', 'name': 'cherimoya'}, {'id': 17790, 'synset': 'ilama.n.01', 'name': 'ilama'}, {'id': 17791, 'synset': 'soursop.n.01', 'name': 'soursop'}, {'id': 17792, 'synset': "bullock's_heart.n.01", 'name': "bullock's_heart"}, {'id': 17793, 'synset': 'sweetsop.n.01', 'name': 'sweetsop'}, {'id': 17794, 'synset': 'pond_apple.n.01', 'name': 'pond_apple'}, {'id': 17795, 'synset': 'pawpaw.n.02', 'name': 'pawpaw'}, {'id': 17796, 'synset': 'ilang-ilang.n.02', 'name': 'ilang-ilang'}, {'id': 17797, 'synset': 'lancewood.n.02', 'name': 'lancewood'}, {'id': 17798, 'synset': 'guinea_pepper.n.02', 'name': 'Guinea_pepper'}, {'id': 17799, 'synset': 'barberry.n.01', 'name': 'barberry'}, {'id': 17800, 'synset': 'american_barberry.n.01', 'name': 'American_barberry'}, {'id': 17801, 'synset': 'common_barberry.n.01', 'name': 'common_barberry'}, {'id': 17802, 'synset': 'japanese_barberry.n.01', 'name': 'Japanese_barberry'}, {'id': 17803, 'synset': 'oregon_grape.n.02', 'name': 'Oregon_grape'}, {'id': 17804, 'synset': 'oregon_grape.n.01', 'name': 'Oregon_grape'}, {'id': 17805, 'synset': 'mayapple.n.01', 'name': 'mayapple'}, {'id': 17806, 'synset': 'may_apple.n.01', 'name': 'May_apple'}, {'id': 17807, 'synset': 'allspice.n.02', 'name': 'allspice'}, {'id': 17808, 'synset': 'carolina_allspice.n.01', 'name': 'Carolina_allspice'}, {'id': 17809, 'synset': 'spicebush.n.02', 'name': 'spicebush'}, {'id': 17810, 'synset': 'katsura_tree.n.01', 'name': 'katsura_tree'}, {'id': 17811, 'synset': 'laurel.n.01', 'name': 'laurel'}, {'id': 17812, 'synset': 'true_laurel.n.01', 'name': 'true_laurel'}, {'id': 17813, 'synset': 'camphor_tree.n.01', 'name': 'camphor_tree'}, {'id': 17814, 'synset': 'cinnamon.n.02', 'name': 'cinnamon'}, {'id': 17815, 'synset': 'cassia.n.03', 'name': 'cassia'}, {'id': 17816, 'synset': 'cassia_bark.n.01', 'name': 'cassia_bark'}, {'id': 17817, 'synset': 'saigon_cinnamon.n.01', 'name': 'Saigon_cinnamon'}, {'id': 17818, 'synset': 'cinnamon_bark.n.01', 'name': 'cinnamon_bark'}, {'id': 17819, 'synset': 'spicebush.n.01', 'name': 'spicebush'}, {'id': 17820, 'synset': 'avocado.n.02', 'name': 'avocado'}, {'id': 17821, 'synset': 'laurel-tree.n.01', 'name': 'laurel-tree'}, {'id': 17822, 'synset': 'sassafras.n.01', 'name': 'sassafras'}, {'id': 17823, 'synset': 'california_laurel.n.01', 'name': 'California_laurel'}, {'id': 17824, 'synset': 'anise_tree.n.01', 'name': 'anise_tree'}, {'id': 17825, 'synset': 'purple_anise.n.01', 'name': 'purple_anise'}, {'id': 17826, 'synset': 'star_anise.n.02', 'name': 'star_anise'}, {'id': 17827, 'synset': 'star_anise.n.01', 'name': 'star_anise'}, {'id': 17828, 'synset': 'magnolia.n.02', 'name': 'magnolia'}, {'id': 17829, 'synset': 'southern_magnolia.n.01', 'name': 'southern_magnolia'}, {'id': 17830, 'synset': 'umbrella_tree.n.02', 'name': 'umbrella_tree'}, {'id': 17831, 'synset': 'earleaved_umbrella_tree.n.01', 'name': 'earleaved_umbrella_tree'}, {'id': 17832, 'synset': 'cucumber_tree.n.01', 'name': 'cucumber_tree'}, {'id': 17833, 'synset': 'large-leaved_magnolia.n.01', 'name': 'large-leaved_magnolia'}, {'id': 17834, 'synset': 'saucer_magnolia.n.01', 'name': 'saucer_magnolia'}, {'id': 17835, 'synset': 'star_magnolia.n.01', 'name': 'star_magnolia'}, {'id': 17836, 'synset': 'sweet_bay.n.01', 'name': 'sweet_bay'}, {'id': 17837, 'synset': 'manglietia.n.01', 'name': 'manglietia'}, {'id': 17838, 'synset': 'tulip_tree.n.01', 'name': 'tulip_tree'}, {'id': 17839, 'synset': 'moonseed.n.01', 'name': 'moonseed'}, {'id': 17840, 'synset': 'common_moonseed.n.01', 'name': 'common_moonseed'}, {'id': 17841, 'synset': 'carolina_moonseed.n.01', 'name': 'Carolina_moonseed'}, {'id': 17842, 'synset': 'nutmeg.n.01', 'name': 'nutmeg'}, {'id': 17843, 'synset': 'water_nymph.n.02', 'name': 'water_nymph'}, {'id': 17844, 'synset': 'european_white_lily.n.01', 'name': 'European_white_lily'}, {'id': 17845, 'synset': 'southern_spatterdock.n.01', 'name': 'southern_spatterdock'}, {'id': 17846, 'synset': 'lotus.n.01', 'name': 'lotus'}, {'id': 17847, 'synset': 'water_chinquapin.n.01', 'name': 'water_chinquapin'}, {'id': 17848, 'synset': 'water-shield.n.02', 'name': 'water-shield'}, {'id': 17849, 'synset': 'water-shield.n.01', 'name': 'water-shield'}, {'id': 17850, 'synset': 'peony.n.01', 'name': 'peony'}, {'id': 17851, 'synset': 'buttercup.n.01', 'name': 'buttercup'}, {'id': 17852, 'synset': 'meadow_buttercup.n.01', 'name': 'meadow_buttercup'}, {'id': 17853, 'synset': 'water_crowfoot.n.01', 'name': 'water_crowfoot'}, {'id': 17854, 'synset': 'lesser_celandine.n.01', 'name': 'lesser_celandine'}, {'id': 17855, 'synset': 'lesser_spearwort.n.01', 'name': 'lesser_spearwort'}, {'id': 17856, 'synset': 'greater_spearwort.n.01', 'name': 'greater_spearwort'}, {'id': 17857, 'synset': 'western_buttercup.n.01', 'name': 'western_buttercup'}, {'id': 17858, 'synset': 'creeping_buttercup.n.01', 'name': 'creeping_buttercup'}, {'id': 17859, 'synset': 'cursed_crowfoot.n.01', 'name': 'cursed_crowfoot'}, {'id': 17860, 'synset': 'aconite.n.01', 'name': 'aconite'}, {'id': 17861, 'synset': 'monkshood.n.01', 'name': 'monkshood'}, {'id': 17862, 'synset': 'wolfsbane.n.01', 'name': 'wolfsbane'}, {'id': 17863, 'synset': 'baneberry.n.02', 'name': 'baneberry'}, {'id': 17864, 'synset': 'baneberry.n.01', 'name': 'baneberry'}, {'id': 17865, 'synset': 'red_baneberry.n.01', 'name': 'red_baneberry'}, {'id': 17866, 'synset': "pheasant's-eye.n.01", 'name': "pheasant's-eye"}, {'id': 17867, 'synset': 'anemone.n.01', 'name': 'anemone'}, {'id': 17868, 'synset': 'alpine_anemone.n.01', 'name': 'Alpine_anemone'}, {'id': 17869, 'synset': 'canada_anemone.n.01', 'name': 'Canada_anemone'}, {'id': 17870, 'synset': 'thimbleweed.n.01', 'name': 'thimbleweed'}, {'id': 17871, 'synset': 'wood_anemone.n.02', 'name': 'wood_anemone'}, {'id': 17872, 'synset': 'wood_anemone.n.01', 'name': 'wood_anemone'}, {'id': 17873, 'synset': 'longheaded_thimbleweed.n.01', 'name': 'longheaded_thimbleweed'}, {'id': 17874, 'synset': 'snowdrop_anemone.n.01', 'name': 'snowdrop_anemone'}, {'id': 17875, 'synset': 'virginia_thimbleweed.n.01', 'name': 'Virginia_thimbleweed'}, {'id': 17876, 'synset': 'rue_anemone.n.01', 'name': 'rue_anemone'}, {'id': 17877, 'synset': 'columbine.n.01', 'name': 'columbine'}, {'id': 17878, 'synset': 'meeting_house.n.01', 'name': 'meeting_house'}, {'id': 17879, 'synset': 'blue_columbine.n.01', 'name': 'blue_columbine'}, {'id': 17880, 'synset': "granny's_bonnets.n.01", 'name': "granny's_bonnets"}, {'id': 17881, 'synset': 'marsh_marigold.n.01', 'name': 'marsh_marigold'}, {'id': 17882, 'synset': 'american_bugbane.n.01', 'name': 'American_bugbane'}, {'id': 17883, 'synset': 'black_cohosh.n.01', 'name': 'black_cohosh'}, {'id': 17884, 'synset': 'fetid_bugbane.n.01', 'name': 'fetid_bugbane'}, {'id': 17885, 'synset': 'clematis.n.01', 'name': 'clematis'}, {'id': 17886, 'synset': 'pine_hyacinth.n.01', 'name': 'pine_hyacinth'}, {'id': 17887, 'synset': 'blue_jasmine.n.01', 'name': 'blue_jasmine'}, {'id': 17888, 'synset': 'golden_clematis.n.01', 'name': 'golden_clematis'}, {'id': 17889, 'synset': 'scarlet_clematis.n.01', 'name': 'scarlet_clematis'}, {'id': 17890, 'synset': 'leather_flower.n.02', 'name': 'leather_flower'}, {'id': 17891, 'synset': 'leather_flower.n.01', 'name': 'leather_flower'}, {'id': 17892, 'synset': "virgin's_bower.n.01", 'name': "virgin's_bower"}, {'id': 17893, 'synset': 'purple_clematis.n.01', 'name': 'purple_clematis'}, {'id': 17894, 'synset': 'goldthread.n.01', 'name': 'goldthread'}, {'id': 17895, 'synset': 'rocket_larkspur.n.01', 'name': 'rocket_larkspur'}, {'id': 17896, 'synset': 'delphinium.n.01', 'name': 'delphinium'}, {'id': 17897, 'synset': 'larkspur.n.01', 'name': 'larkspur'}, {'id': 17898, 'synset': 'winter_aconite.n.01', 'name': 'winter_aconite'}, {'id': 17899, 'synset': 'lenten_rose.n.01', 'name': 'lenten_rose'}, {'id': 17900, 'synset': 'green_hellebore.n.01', 'name': 'green_hellebore'}, {'id': 17901, 'synset': 'hepatica.n.01', 'name': 'hepatica'}, {'id': 17902, 'synset': 'goldenseal.n.01', 'name': 'goldenseal'}, {'id': 17903, 'synset': 'false_rue_anemone.n.01', 'name': 'false_rue_anemone'}, {'id': 17904, 'synset': 'giant_buttercup.n.01', 'name': 'giant_buttercup'}, {'id': 17905, 'synset': 'nigella.n.01', 'name': 'nigella'}, {'id': 17906, 'synset': 'love-in-a-mist.n.03', 'name': 'love-in-a-mist'}, {'id': 17907, 'synset': 'fennel_flower.n.01', 'name': 'fennel_flower'}, {'id': 17908, 'synset': 'black_caraway.n.01', 'name': 'black_caraway'}, {'id': 17909, 'synset': 'pasqueflower.n.01', 'name': 'pasqueflower'}, {'id': 17910, 'synset': 'meadow_rue.n.01', 'name': 'meadow_rue'}, {'id': 17911, 'synset': 'false_bugbane.n.01', 'name': 'false_bugbane'}, {'id': 17912, 'synset': 'globeflower.n.01', 'name': 'globeflower'}, {'id': 17913, 'synset': "winter's_bark.n.02", 'name': "winter's_bark"}, {'id': 17914, 'synset': 'pepper_shrub.n.01', 'name': 'pepper_shrub'}, {'id': 17915, 'synset': 'sweet_gale.n.01', 'name': 'sweet_gale'}, {'id': 17916, 'synset': 'wax_myrtle.n.01', 'name': 'wax_myrtle'}, {'id': 17917, 'synset': 'bay_myrtle.n.01', 'name': 'bay_myrtle'}, {'id': 17918, 'synset': 'bayberry.n.02', 'name': 'bayberry'}, {'id': 17919, 'synset': 'sweet_fern.n.02', 'name': 'sweet_fern'}, {'id': 17920, 'synset': 'corkwood.n.01', 'name': 'corkwood'}, {'id': 17921, 'synset': 'jointed_rush.n.01', 'name': 'jointed_rush'}, {'id': 17922, 'synset': 'toad_rush.n.01', 'name': 'toad_rush'}, {'id': 17923, 'synset': 'slender_rush.n.01', 'name': 'slender_rush'}, {'id': 17924, 'synset': 'zebrawood.n.02', 'name': 'zebrawood'}, {'id': 17925, 'synset': 'connarus_guianensis.n.01', 'name': 'Connarus_guianensis'}, {'id': 17926, 'synset': 'legume.n.01', 'name': 'legume'}, {'id': 17927, 'synset': 'peanut.n.01', 'name': 'peanut'}, {'id': 17928, 'synset': 'granadilla_tree.n.01', 'name': 'granadilla_tree'}, {'id': 17929, 'synset': 'arariba.n.01', 'name': 'arariba'}, {'id': 17930, 'synset': 'tonka_bean.n.01', 'name': 'tonka_bean'}, {'id': 17931, 'synset': 'courbaril.n.01', 'name': 'courbaril'}, {'id': 17932, 'synset': 'melilotus.n.01', 'name': 'melilotus'}, {'id': 17933, 'synset': 'darling_pea.n.01', 'name': 'darling_pea'}, {'id': 17934, 'synset': 'smooth_darling_pea.n.01', 'name': 'smooth_darling_pea'}, {'id': 17935, 'synset': 'clover.n.01', 'name': 'clover'}, {'id': 17936, 'synset': 'alpine_clover.n.01', 'name': 'alpine_clover'}, {'id': 17937, 'synset': 'hop_clover.n.02', 'name': 'hop_clover'}, {'id': 17938, 'synset': 'crimson_clover.n.01', 'name': 'crimson_clover'}, {'id': 17939, 'synset': 'red_clover.n.01', 'name': 'red_clover'}, {'id': 17940, 'synset': 'buffalo_clover.n.02', 'name': 'buffalo_clover'}, {'id': 17941, 'synset': 'white_clover.n.01', 'name': 'white_clover'}, {'id': 17942, 'synset': 'mimosa.n.02', 'name': 'mimosa'}, {'id': 17943, 'synset': 'acacia.n.01', 'name': 'acacia'}, {'id': 17944, 'synset': 'shittah.n.01', 'name': 'shittah'}, {'id': 17945, 'synset': 'wattle.n.03', 'name': 'wattle'}, {'id': 17946, 'synset': 'black_wattle.n.01', 'name': 'black_wattle'}, {'id': 17947, 'synset': 'gidgee.n.01', 'name': 'gidgee'}, {'id': 17948, 'synset': 'catechu.n.02', 'name': 'catechu'}, {'id': 17949, 'synset': 'silver_wattle.n.01', 'name': 'silver_wattle'}, {'id': 17950, 'synset': 'huisache.n.01', 'name': 'huisache'}, {'id': 17951, 'synset': 'lightwood.n.01', 'name': 'lightwood'}, {'id': 17952, 'synset': 'golden_wattle.n.01', 'name': 'golden_wattle'}, {'id': 17953, 'synset': 'fever_tree.n.04', 'name': 'fever_tree'}, {'id': 17954, 'synset': 'coralwood.n.01', 'name': 'coralwood'}, {'id': 17955, 'synset': 'albizzia.n.01', 'name': 'albizzia'}, {'id': 17956, 'synset': 'silk_tree.n.01', 'name': 'silk_tree'}, {'id': 17957, 'synset': 'siris.n.01', 'name': 'siris'}, {'id': 17958, 'synset': 'rain_tree.n.01', 'name': 'rain_tree'}, {'id': 17959, 'synset': 'calliandra.n.01', 'name': 'calliandra'}, {'id': 17960, 'synset': 'conacaste.n.01', 'name': 'conacaste'}, {'id': 17961, 'synset': 'inga.n.01', 'name': 'inga'}, {'id': 17962, 'synset': 'ice-cream_bean.n.01', 'name': 'ice-cream_bean'}, {'id': 17963, 'synset': 'guama.n.01', 'name': 'guama'}, {'id': 17964, 'synset': 'lead_tree.n.01', 'name': 'lead_tree'}, {'id': 17965, 'synset': 'wild_tamarind.n.02', 'name': 'wild_tamarind'}, {'id': 17966, 'synset': 'sabicu.n.02', 'name': 'sabicu'}, {'id': 17967, 'synset': 'nitta_tree.n.01', 'name': 'nitta_tree'}, {'id': 17968, 'synset': 'parkia_javanica.n.01', 'name': 'Parkia_javanica'}, {'id': 17969, 'synset': 'manila_tamarind.n.01', 'name': 'manila_tamarind'}, {'id': 17970, 'synset': "cat's-claw.n.01", 'name': "cat's-claw"}, {'id': 17971, 'synset': 'honey_mesquite.n.01', 'name': 'honey_mesquite'}, {'id': 17972, 'synset': 'algarroba.n.03', 'name': 'algarroba'}, {'id': 17973, 'synset': 'screw_bean.n.02', 'name': 'screw_bean'}, {'id': 17974, 'synset': 'screw_bean.n.01', 'name': 'screw_bean'}, {'id': 17975, 'synset': 'dogbane.n.01', 'name': 'dogbane'}, {'id': 17976, 'synset': 'indian_hemp.n.03', 'name': 'Indian_hemp'}, {'id': 17977, 'synset': "bushman's_poison.n.01", 'name': "bushman's_poison"}, {'id': 17978, 'synset': 'impala_lily.n.01', 'name': 'impala_lily'}, {'id': 17979, 'synset': 'allamanda.n.01', 'name': 'allamanda'}, {'id': 17980, 'synset': 'common_allamanda.n.01', 'name': 'common_allamanda'}, {'id': 17981, 'synset': 'dita.n.01', 'name': 'dita'}, {'id': 17982, 'synset': 'nepal_trumpet_flower.n.01', 'name': 'Nepal_trumpet_flower'}, {'id': 17983, 'synset': 'carissa.n.01', 'name': 'carissa'}, {'id': 17984, 'synset': 'hedge_thorn.n.01', 'name': 'hedge_thorn'}, {'id': 17985, 'synset': 'natal_plum.n.01', 'name': 'natal_plum'}, {'id': 17986, 'synset': 'periwinkle.n.02', 'name': 'periwinkle'}, {'id': 17987, 'synset': 'ivory_tree.n.01', 'name': 'ivory_tree'}, {'id': 17988, 'synset': 'white_dipladenia.n.01', 'name': 'white_dipladenia'}, {'id': 17989, 'synset': 'chilean_jasmine.n.01', 'name': 'Chilean_jasmine'}, {'id': 17990, 'synset': 'oleander.n.01', 'name': 'oleander'}, {'id': 17991, 'synset': 'frangipani.n.01', 'name': 'frangipani'}, {'id': 17992, 'synset': 'west_indian_jasmine.n.01', 'name': 'West_Indian_jasmine'}, {'id': 17993, 'synset': 'rauwolfia.n.02', 'name': 'rauwolfia'}, {'id': 17994, 'synset': 'snakewood.n.01', 'name': 'snakewood'}, {'id': 17995, 'synset': 'strophanthus_kombe.n.01', 'name': 'Strophanthus_kombe'}, {'id': 17996, 'synset': 'yellow_oleander.n.01', 'name': 'yellow_oleander'}, {'id': 17997, 'synset': 'myrtle.n.01', 'name': 'myrtle'}, {'id': 17998, 'synset': 'large_periwinkle.n.01', 'name': 'large_periwinkle'}, {'id': 17999, 'synset': 'arum.n.02', 'name': 'arum'}, {'id': 18000, 'synset': 'cuckoopint.n.01', 'name': 'cuckoopint'}, {'id': 18001, 'synset': 'black_calla.n.01', 'name': 'black_calla'}, {'id': 18002, 'synset': 'calamus.n.02', 'name': 'calamus'}, {'id': 18003, 'synset': 'alocasia.n.01', 'name': 'alocasia'}, {'id': 18004, 'synset': 'giant_taro.n.01', 'name': 'giant_taro'}, {'id': 18005, 'synset': 'amorphophallus.n.01', 'name': 'amorphophallus'}, {'id': 18006, 'synset': 'pungapung.n.01', 'name': 'pungapung'}, {'id': 18007, 'synset': "devil's_tongue.n.01", 'name': "devil's_tongue"}, {'id': 18008, 'synset': 'anthurium.n.01', 'name': 'anthurium'}, {'id': 18009, 'synset': 'flamingo_flower.n.01', 'name': 'flamingo_flower'}, {'id': 18010, 'synset': 'jack-in-the-pulpit.n.01', 'name': 'jack-in-the-pulpit'}, {'id': 18011, 'synset': "friar's-cowl.n.01", 'name': "friar's-cowl"}, {'id': 18012, 'synset': 'caladium.n.01', 'name': 'caladium'}, {'id': 18013, 'synset': 'caladium_bicolor.n.01', 'name': 'Caladium_bicolor'}, {'id': 18014, 'synset': 'wild_calla.n.01', 'name': 'wild_calla'}, {'id': 18015, 'synset': 'taro.n.02', 'name': 'taro'}, {'id': 18016, 'synset': 'taro.n.01', 'name': 'taro'}, {'id': 18017, 'synset': 'cryptocoryne.n.01', 'name': 'cryptocoryne'}, {'id': 18018, 'synset': 'dracontium.n.01', 'name': 'dracontium'}, {'id': 18019, 'synset': 'golden_pothos.n.01', 'name': 'golden_pothos'}, {'id': 18020, 'synset': 'skunk_cabbage.n.02', 'name': 'skunk_cabbage'}, {'id': 18021, 'synset': 'monstera.n.01', 'name': 'monstera'}, {'id': 18022, 'synset': 'ceriman.n.01', 'name': 'ceriman'}, {'id': 18023, 'synset': 'nephthytis.n.01', 'name': 'nephthytis'}, {'id': 18024, 'synset': 'nephthytis_afzelii.n.01', 'name': 'Nephthytis_afzelii'}, {'id': 18025, 'synset': 'arrow_arum.n.01', 'name': 'arrow_arum'}, {'id': 18026, 'synset': 'green_arrow_arum.n.01', 'name': 'green_arrow_arum'}, {'id': 18027, 'synset': 'philodendron.n.01', 'name': 'philodendron'}, {'id': 18028, 'synset': 'pistia.n.01', 'name': 'pistia'}, {'id': 18029, 'synset': 'pothos.n.01', 'name': 'pothos'}, {'id': 18030, 'synset': 'spathiphyllum.n.01', 'name': 'spathiphyllum'}, {'id': 18031, 'synset': 'skunk_cabbage.n.01', 'name': 'skunk_cabbage'}, {'id': 18032, 'synset': 'yautia.n.01', 'name': 'yautia'}, {'id': 18033, 'synset': 'calla_lily.n.01', 'name': 'calla_lily'}, {'id': 18034, 'synset': 'pink_calla.n.01', 'name': 'pink_calla'}, {'id': 18035, 'synset': 'golden_calla.n.01', 'name': 'golden_calla'}, {'id': 18036, 'synset': 'duckweed.n.01', 'name': 'duckweed'}, {'id': 18037, 'synset': 'common_duckweed.n.01', 'name': 'common_duckweed'}, {'id': 18038, 'synset': 'star-duckweed.n.01', 'name': 'star-duckweed'}, {'id': 18039, 'synset': 'great_duckweed.n.01', 'name': 'great_duckweed'}, {'id': 18040, 'synset': 'watermeal.n.01', 'name': 'watermeal'}, {'id': 18041, 'synset': 'common_wolffia.n.01', 'name': 'common_wolffia'}, {'id': 18042, 'synset': 'aralia.n.01', 'name': 'aralia'}, {'id': 18043, 'synset': 'american_angelica_tree.n.01', 'name': 'American_angelica_tree'}, {'id': 18044, 'synset': 'american_spikenard.n.01', 'name': 'American_spikenard'}, {'id': 18045, 'synset': 'bristly_sarsaparilla.n.01', 'name': 'bristly_sarsaparilla'}, {'id': 18046, 'synset': 'japanese_angelica_tree.n.01', 'name': 'Japanese_angelica_tree'}, {'id': 18047, 'synset': 'chinese_angelica.n.01', 'name': 'Chinese_angelica'}, {'id': 18048, 'synset': 'ivy.n.01', 'name': 'ivy'}, {'id': 18049, 'synset': 'puka.n.02', 'name': 'puka'}, {'id': 18050, 'synset': 'ginseng.n.02', 'name': 'ginseng'}, {'id': 18051, 'synset': 'ginseng.n.01', 'name': 'ginseng'}, {'id': 18052, 'synset': 'umbrella_tree.n.01', 'name': 'umbrella_tree'}, {'id': 18053, 'synset': 'birthwort.n.01', 'name': 'birthwort'}, {'id': 18054, 'synset': "dutchman's-pipe.n.01", 'name': "Dutchman's-pipe"}, {'id': 18055, 'synset': 'virginia_snakeroot.n.01', 'name': 'Virginia_snakeroot'}, {'id': 18056, 'synset': 'canada_ginger.n.01', 'name': 'Canada_ginger'}, {'id': 18057, 'synset': 'heartleaf.n.02', 'name': 'heartleaf'}, {'id': 18058, 'synset': 'heartleaf.n.01', 'name': 'heartleaf'}, {'id': 18059, 'synset': 'asarabacca.n.01', 'name': 'asarabacca'}, {'id': 18060, 'synset': 'caryophyllaceous_plant.n.01', 'name': 'caryophyllaceous_plant'}, {'id': 18061, 'synset': 'corn_cockle.n.01', 'name': 'corn_cockle'}, {'id': 18062, 'synset': 'sandwort.n.03', 'name': 'sandwort'}, {'id': 18063, 'synset': 'mountain_sandwort.n.01', 'name': 'mountain_sandwort'}, {'id': 18064, 'synset': 'pine-barren_sandwort.n.01', 'name': 'pine-barren_sandwort'}, {'id': 18065, 'synset': 'seabeach_sandwort.n.01', 'name': 'seabeach_sandwort'}, {'id': 18066, 'synset': 'rock_sandwort.n.01', 'name': 'rock_sandwort'}, {'id': 18067, 'synset': 'thyme-leaved_sandwort.n.01', 'name': 'thyme-leaved_sandwort'}, {'id': 18068, 'synset': 'mouse-ear_chickweed.n.01', 'name': 'mouse-ear_chickweed'}, {'id': 18069, 'synset': 'snow-in-summer.n.02', 'name': 'snow-in-summer'}, {'id': 18070, 'synset': 'alpine_mouse-ear.n.01', 'name': 'Alpine_mouse-ear'}, {'id': 18071, 'synset': 'pink.n.02', 'name': 'pink'}, {'id': 18072, 'synset': 'sweet_william.n.01', 'name': 'sweet_William'}, {'id': 18073, 'synset': 'china_pink.n.01', 'name': 'china_pink'}, {'id': 18074, 'synset': 'japanese_pink.n.01', 'name': 'Japanese_pink'}, {'id': 18075, 'synset': 'maiden_pink.n.01', 'name': 'maiden_pink'}, {'id': 18076, 'synset': 'cheddar_pink.n.01', 'name': 'cheddar_pink'}, {'id': 18077, 'synset': 'button_pink.n.01', 'name': 'button_pink'}, {'id': 18078, 'synset': 'cottage_pink.n.01', 'name': 'cottage_pink'}, {'id': 18079, 'synset': 'fringed_pink.n.02', 'name': 'fringed_pink'}, {'id': 18080, 'synset': 'drypis.n.01', 'name': 'drypis'}, {'id': 18081, 'synset': "baby's_breath.n.01", 'name': "baby's_breath"}, {'id': 18082, 'synset': 'coral_necklace.n.01', 'name': 'coral_necklace'}, {'id': 18083, 'synset': 'lychnis.n.01', 'name': 'lychnis'}, {'id': 18084, 'synset': 'ragged_robin.n.01', 'name': 'ragged_robin'}, {'id': 18085, 'synset': 'scarlet_lychnis.n.01', 'name': 'scarlet_lychnis'}, {'id': 18086, 'synset': 'mullein_pink.n.01', 'name': 'mullein_pink'}, {'id': 18087, 'synset': 'sandwort.n.02', 'name': 'sandwort'}, {'id': 18088, 'synset': 'sandwort.n.01', 'name': 'sandwort'}, {'id': 18089, 'synset': 'soapwort.n.01', 'name': 'soapwort'}, {'id': 18090, 'synset': 'knawel.n.01', 'name': 'knawel'}, {'id': 18091, 'synset': 'silene.n.01', 'name': 'silene'}, {'id': 18092, 'synset': 'moss_campion.n.01', 'name': 'moss_campion'}, {'id': 18093, 'synset': 'wild_pink.n.02', 'name': 'wild_pink'}, {'id': 18094, 'synset': 'red_campion.n.01', 'name': 'red_campion'}, {'id': 18095, 'synset': 'white_campion.n.01', 'name': 'white_campion'}, {'id': 18096, 'synset': 'fire_pink.n.01', 'name': 'fire_pink'}, {'id': 18097, 'synset': 'bladder_campion.n.01', 'name': 'bladder_campion'}, {'id': 18098, 'synset': 'corn_spurry.n.01', 'name': 'corn_spurry'}, {'id': 18099, 'synset': 'sand_spurry.n.01', 'name': 'sand_spurry'}, {'id': 18100, 'synset': 'chickweed.n.01', 'name': 'chickweed'}, {'id': 18101, 'synset': 'common_chickweed.n.01', 'name': 'common_chickweed'}, {'id': 18102, 'synset': 'cowherb.n.01', 'name': 'cowherb'}, {'id': 18103, 'synset': 'hottentot_fig.n.01', 'name': 'Hottentot_fig'}, {'id': 18104, 'synset': 'livingstone_daisy.n.01', 'name': 'livingstone_daisy'}, {'id': 18105, 'synset': 'fig_marigold.n.01', 'name': 'fig_marigold'}, {'id': 18106, 'synset': 'ice_plant.n.01', 'name': 'ice_plant'}, {'id': 18107, 'synset': 'new_zealand_spinach.n.01', 'name': 'New_Zealand_spinach'}, {'id': 18108, 'synset': 'amaranth.n.02', 'name': 'amaranth'}, {'id': 18109, 'synset': 'amaranth.n.01', 'name': 'amaranth'}, {'id': 18110, 'synset': 'tumbleweed.n.04', 'name': 'tumbleweed'}, {'id': 18111, 'synset': "prince's-feather.n.02", 'name': "prince's-feather"}, {'id': 18112, 'synset': 'pigweed.n.02', 'name': 'pigweed'}, {'id': 18113, 'synset': 'thorny_amaranth.n.01', 'name': 'thorny_amaranth'}, {'id': 18114, 'synset': 'alligator_weed.n.01', 'name': 'alligator_weed'}, {'id': 18115, 'synset': 'cockscomb.n.01', 'name': 'cockscomb'}, {'id': 18116, 'synset': 'cottonweed.n.02', 'name': 'cottonweed'}, {'id': 18117, 'synset': 'globe_amaranth.n.01', 'name': 'globe_amaranth'}, {'id': 18118, 'synset': 'bloodleaf.n.01', 'name': 'bloodleaf'}, {'id': 18119, 'synset': 'saltwort.n.02', 'name': 'saltwort'}, {'id': 18120, 'synset': "lamb's-quarters.n.01", 'name': "lamb's-quarters"}, {'id': 18121, 'synset': 'good-king-henry.n.01', 'name': 'good-king-henry'}, {'id': 18122, 'synset': 'jerusalem_oak.n.01', 'name': 'Jerusalem_oak'}, {'id': 18123, 'synset': 'oak-leaved_goosefoot.n.01', 'name': 'oak-leaved_goosefoot'}, {'id': 18124, 'synset': 'sowbane.n.01', 'name': 'sowbane'}, {'id': 18125, 'synset': 'nettle-leaved_goosefoot.n.01', 'name': 'nettle-leaved_goosefoot'}, {'id': 18126, 'synset': 'red_goosefoot.n.01', 'name': 'red_goosefoot'}, {'id': 18127, 'synset': 'stinking_goosefoot.n.01', 'name': 'stinking_goosefoot'}, {'id': 18128, 'synset': 'orach.n.01', 'name': 'orach'}, {'id': 18129, 'synset': 'saltbush.n.01', 'name': 'saltbush'}, {'id': 18130, 'synset': 'garden_orache.n.01', 'name': 'garden_orache'}, {'id': 18131, 'synset': 'desert_holly.n.01', 'name': 'desert_holly'}, {'id': 18132, 'synset': 'quail_bush.n.01', 'name': 'quail_bush'}, {'id': 18133, 'synset': 'beet.n.01', 'name': 'beet'}, {'id': 18134, 'synset': 'beetroot.n.01', 'name': 'beetroot'}, {'id': 18135, 'synset': 'chard.n.01', 'name': 'chard'}, {'id': 18136, 'synset': 'mangel-wurzel.n.01', 'name': 'mangel-wurzel'}, {'id': 18137, 'synset': 'winged_pigweed.n.01', 'name': 'winged_pigweed'}, {'id': 18138, 'synset': 'halogeton.n.01', 'name': 'halogeton'}, {'id': 18139, 'synset': 'glasswort.n.02', 'name': 'glasswort'}, {'id': 18140, 'synset': 'saltwort.n.01', 'name': 'saltwort'}, {'id': 18141, 'synset': 'russian_thistle.n.01', 'name': 'Russian_thistle'}, {'id': 18142, 'synset': 'greasewood.n.01', 'name': 'greasewood'}, {'id': 18143, 'synset': 'scarlet_musk_flower.n.01', 'name': 'scarlet_musk_flower'}, {'id': 18144, 'synset': 'sand_verbena.n.01', 'name': 'sand_verbena'}, {'id': 18145, 'synset': 'sweet_sand_verbena.n.01', 'name': 'sweet_sand_verbena'}, {'id': 18146, 'synset': 'yellow_sand_verbena.n.01', 'name': 'yellow_sand_verbena'}, {'id': 18147, 'synset': 'beach_pancake.n.01', 'name': 'beach_pancake'}, {'id': 18148, 'synset': 'beach_sand_verbena.n.01', 'name': 'beach_sand_verbena'}, {'id': 18149, 'synset': 'desert_sand_verbena.n.01', 'name': 'desert_sand_verbena'}, {'id': 18150, 'synset': "trailing_four_o'clock.n.01", 'name': "trailing_four_o'clock"}, {'id': 18151, 'synset': 'bougainvillea.n.01', 'name': 'bougainvillea'}, {'id': 18152, 'synset': 'umbrellawort.n.01', 'name': 'umbrellawort'}, {'id': 18153, 'synset': "four_o'clock.n.01", 'name': "four_o'clock"}, {'id': 18154, 'synset': "common_four-o'clock.n.01", 'name': "common_four-o'clock"}, {'id': 18155, 'synset': "california_four_o'clock.n.01", 'name': "California_four_o'clock"}, {'id': 18156, 'synset': "sweet_four_o'clock.n.01", 'name': "sweet_four_o'clock"}, {'id': 18157, 'synset': "desert_four_o'clock.n.01", 'name': "desert_four_o'clock"}, {'id': 18158, 'synset': "mountain_four_o'clock.n.01", 'name': "mountain_four_o'clock"}, {'id': 18159, 'synset': 'cockspur.n.02', 'name': 'cockspur'}, {'id': 18160, 'synset': 'rattail_cactus.n.01', 'name': 'rattail_cactus'}, {'id': 18161, 'synset': 'saguaro.n.01', 'name': 'saguaro'}, {'id': 18162, 'synset': 'night-blooming_cereus.n.03', 'name': 'night-blooming_cereus'}, {'id': 18163, 'synset': 'echinocactus.n.01', 'name': 'echinocactus'}, {'id': 18164, 'synset': 'hedgehog_cactus.n.01', 'name': 'hedgehog_cactus'}, {'id': 18165, 'synset': 'golden_barrel_cactus.n.01', 'name': 'golden_barrel_cactus'}, {'id': 18166, 'synset': 'hedgehog_cereus.n.01', 'name': 'hedgehog_cereus'}, {'id': 18167, 'synset': 'rainbow_cactus.n.01', 'name': 'rainbow_cactus'}, {'id': 18168, 'synset': 'epiphyllum.n.01', 'name': 'epiphyllum'}, {'id': 18169, 'synset': 'barrel_cactus.n.01', 'name': 'barrel_cactus'}, {'id': 18170, 'synset': 'night-blooming_cereus.n.02', 'name': 'night-blooming_cereus'}, {'id': 18171, 'synset': 'chichipe.n.01', 'name': 'chichipe'}, {'id': 18172, 'synset': 'mescal.n.01', 'name': 'mescal'}, {'id': 18173, 'synset': 'mescal_button.n.01', 'name': 'mescal_button'}, {'id': 18174, 'synset': 'mammillaria.n.01', 'name': 'mammillaria'}, {'id': 18175, 'synset': 'feather_ball.n.01', 'name': 'feather_ball'}, {'id': 18176, 'synset': 'garambulla.n.01', 'name': 'garambulla'}, {'id': 18177, 'synset': "knowlton's_cactus.n.01", 'name': "Knowlton's_cactus"}, {'id': 18178, 'synset': 'nopal.n.02', 'name': 'nopal'}, {'id': 18179, 'synset': 'prickly_pear.n.01', 'name': 'prickly_pear'}, {'id': 18180, 'synset': 'cholla.n.01', 'name': 'cholla'}, {'id': 18181, 'synset': 'nopal.n.01', 'name': 'nopal'}, {'id': 18182, 'synset': 'tuna.n.01', 'name': 'tuna'}, {'id': 18183, 'synset': 'barbados_gooseberry.n.01', 'name': 'Barbados_gooseberry'}, {'id': 18184, 'synset': 'mistletoe_cactus.n.01', 'name': 'mistletoe_cactus'}, {'id': 18185, 'synset': 'christmas_cactus.n.01', 'name': 'Christmas_cactus'}, {'id': 18186, 'synset': 'night-blooming_cereus.n.01', 'name': 'night-blooming_cereus'}, {'id': 18187, 'synset': 'crab_cactus.n.01', 'name': 'crab_cactus'}, {'id': 18188, 'synset': 'pokeweed.n.01', 'name': 'pokeweed'}, {'id': 18189, 'synset': 'indian_poke.n.02', 'name': 'Indian_poke'}, {'id': 18190, 'synset': 'poke.n.01', 'name': 'poke'}, {'id': 18191, 'synset': 'ombu.n.01', 'name': 'ombu'}, {'id': 18192, 'synset': 'bloodberry.n.01', 'name': 'bloodberry'}, {'id': 18193, 'synset': 'portulaca.n.01', 'name': 'portulaca'}, {'id': 18194, 'synset': 'rose_moss.n.01', 'name': 'rose_moss'}, {'id': 18195, 'synset': 'common_purslane.n.01', 'name': 'common_purslane'}, {'id': 18196, 'synset': 'rock_purslane.n.01', 'name': 'rock_purslane'}, {'id': 18197, 'synset': 'red_maids.n.01', 'name': 'red_maids'}, {'id': 18198, 'synset': 'carolina_spring_beauty.n.01', 'name': 'Carolina_spring_beauty'}, {'id': 18199, 'synset': 'spring_beauty.n.01', 'name': 'spring_beauty'}, {'id': 18200, 'synset': 'virginia_spring_beauty.n.01', 'name': 'Virginia_spring_beauty'}, {'id': 18201, 'synset': 'siskiyou_lewisia.n.01', 'name': 'siskiyou_lewisia'}, {'id': 18202, 'synset': 'bitterroot.n.01', 'name': 'bitterroot'}, {'id': 18203, 'synset': 'broad-leaved_montia.n.01', 'name': 'broad-leaved_montia'}, {'id': 18204, 'synset': 'blinks.n.01', 'name': 'blinks'}, {'id': 18205, 'synset': 'toad_lily.n.01', 'name': 'toad_lily'}, {'id': 18206, 'synset': 'winter_purslane.n.01', 'name': 'winter_purslane'}, {'id': 18207, 'synset': 'flame_flower.n.02', 'name': 'flame_flower'}, {'id': 18208, 'synset': 'pigmy_talinum.n.01', 'name': 'pigmy_talinum'}, {'id': 18209, 'synset': 'jewels-of-opar.n.01', 'name': 'jewels-of-opar'}, {'id': 18210, 'synset': 'caper.n.01', 'name': 'caper'}, {'id': 18211, 'synset': 'native_pomegranate.n.01', 'name': 'native_pomegranate'}, {'id': 18212, 'synset': 'caper_tree.n.02', 'name': 'caper_tree'}, {'id': 18213, 'synset': 'caper_tree.n.01', 'name': 'caper_tree'}, {'id': 18214, 'synset': 'common_caper.n.01', 'name': 'common_caper'}, {'id': 18215, 'synset': 'spiderflower.n.01', 'name': 'spiderflower'}, {'id': 18216, 'synset': 'rocky_mountain_bee_plant.n.01', 'name': 'Rocky_Mountain_bee_plant'}, {'id': 18217, 'synset': 'clammyweed.n.01', 'name': 'clammyweed'}, {'id': 18218, 'synset': 'crucifer.n.01', 'name': 'crucifer'}, {'id': 18219, 'synset': 'cress.n.01', 'name': 'cress'}, {'id': 18220, 'synset': 'watercress.n.01', 'name': 'watercress'}, {'id': 18221, 'synset': 'stonecress.n.01', 'name': 'stonecress'}, {'id': 18222, 'synset': 'garlic_mustard.n.01', 'name': 'garlic_mustard'}, {'id': 18223, 'synset': 'alyssum.n.01', 'name': 'alyssum'}, {'id': 18224, 'synset': 'rose_of_jericho.n.02', 'name': 'rose_of_Jericho'}, {'id': 18225, 'synset': 'arabidopsis_thaliana.n.01', 'name': 'Arabidopsis_thaliana'}, {'id': 18226, 'synset': 'arabidopsis_lyrata.n.01', 'name': 'Arabidopsis_lyrata'}, {'id': 18227, 'synset': 'rock_cress.n.01', 'name': 'rock_cress'}, {'id': 18228, 'synset': 'sicklepod.n.02', 'name': 'sicklepod'}, {'id': 18229, 'synset': 'tower_mustard.n.01', 'name': 'tower_mustard'}, {'id': 18230, 'synset': 'horseradish.n.01', 'name': 'horseradish'}, {'id': 18231, 'synset': 'winter_cress.n.01', 'name': 'winter_cress'}, {'id': 18232, 'synset': 'yellow_rocket.n.01', 'name': 'yellow_rocket'}, {'id': 18233, 'synset': 'hoary_alison.n.01', 'name': 'hoary_alison'}, {'id': 18234, 'synset': 'buckler_mustard.n.01', 'name': 'buckler_mustard'}, {'id': 18235, 'synset': 'wild_cabbage.n.01', 'name': 'wild_cabbage'}, {'id': 18236, 'synset': 'cabbage.n.03', 'name': 'cabbage'}, {'id': 18237, 'synset': 'head_cabbage.n.01', 'name': 'head_cabbage'}, {'id': 18238, 'synset': 'savoy_cabbage.n.01', 'name': 'savoy_cabbage'}, {'id': 18239, 'synset': 'brussels_sprout.n.01', 'name': 'brussels_sprout'}, {'id': 18240, 'synset': 'cauliflower.n.01', 'name': 'cauliflower'}, {'id': 18241, 'synset': 'collard.n.01', 'name': 'collard'}, {'id': 18242, 'synset': 'kohlrabi.n.01', 'name': 'kohlrabi'}, {'id': 18243, 'synset': 'turnip_plant.n.01', 'name': 'turnip_plant'}, {'id': 18244, 'synset': 'rutabaga.n.02', 'name': 'rutabaga'}, {'id': 18245, 'synset': 'broccoli_raab.n.01', 'name': 'broccoli_raab'}, {'id': 18246, 'synset': 'mustard.n.01', 'name': 'mustard'}, {'id': 18247, 'synset': 'chinese_mustard.n.01', 'name': 'chinese_mustard'}, {'id': 18248, 'synset': 'bok_choy.n.01', 'name': 'bok_choy'}, {'id': 18249, 'synset': 'rape.n.01', 'name': 'rape'}, {'id': 18250, 'synset': 'rapeseed.n.01', 'name': 'rapeseed'}, {'id': 18251, 'synset': "shepherd's_purse.n.01", 'name': "shepherd's_purse"}, {'id': 18252, 'synset': "lady's_smock.n.01", 'name': "lady's_smock"}, {'id': 18253, 'synset': 'coral-root_bittercress.n.01', 'name': 'coral-root_bittercress'}, {'id': 18254, 'synset': 'crinkleroot.n.01', 'name': 'crinkleroot'}, {'id': 18255, 'synset': 'american_watercress.n.01', 'name': 'American_watercress'}, {'id': 18256, 'synset': 'spring_cress.n.01', 'name': 'spring_cress'}, {'id': 18257, 'synset': 'purple_cress.n.01', 'name': 'purple_cress'}, {'id': 18258, 'synset': 'wallflower.n.02', 'name': 'wallflower'}, {'id': 18259, 'synset': 'prairie_rocket.n.02', 'name': 'prairie_rocket'}, {'id': 18260, 'synset': 'scurvy_grass.n.01', 'name': 'scurvy_grass'}, {'id': 18261, 'synset': 'sea_kale.n.01', 'name': 'sea_kale'}, {'id': 18262, 'synset': 'tansy_mustard.n.01', 'name': 'tansy_mustard'}, {'id': 18263, 'synset': 'draba.n.01', 'name': 'draba'}, {'id': 18264, 'synset': 'wallflower.n.01', 'name': 'wallflower'}, {'id': 18265, 'synset': 'prairie_rocket.n.01', 'name': 'prairie_rocket'}, {'id': 18266, 'synset': 'siberian_wall_flower.n.01', 'name': 'Siberian_wall_flower'}, {'id': 18267, 'synset': 'western_wall_flower.n.01', 'name': 'western_wall_flower'}, {'id': 18268, 'synset': 'wormseed_mustard.n.01', 'name': 'wormseed_mustard'}, {'id': 18269, 'synset': 'heliophila.n.01', 'name': 'heliophila'}, {'id': 18270, 'synset': 'damask_violet.n.01', 'name': 'damask_violet'}, {'id': 18271, 'synset': 'tansy-leaved_rocket.n.01', 'name': 'tansy-leaved_rocket'}, {'id': 18272, 'synset': 'candytuft.n.01', 'name': 'candytuft'}, {'id': 18273, 'synset': 'woad.n.02', 'name': 'woad'}, {'id': 18274, 'synset': "dyer's_woad.n.01", 'name': "dyer's_woad"}, {'id': 18275, 'synset': 'bladderpod.n.04', 'name': 'bladderpod'}, {'id': 18276, 'synset': 'sweet_alyssum.n.01', 'name': 'sweet_alyssum'}, {'id': 18277, 'synset': 'malcolm_stock.n.01', 'name': 'Malcolm_stock'}, {'id': 18278, 'synset': 'virginian_stock.n.01', 'name': 'Virginian_stock'}, {'id': 18279, 'synset': 'stock.n.12', 'name': 'stock'}, {'id': 18280, 'synset': 'brompton_stock.n.01', 'name': 'brompton_stock'}, {'id': 18281, 'synset': 'bladderpod.n.03', 'name': 'bladderpod'}, {'id': 18282, 'synset': 'chamois_cress.n.01', 'name': 'chamois_cress'}, {'id': 18283, 'synset': 'radish_plant.n.01', 'name': 'radish_plant'}, {'id': 18284, 'synset': 'jointed_charlock.n.01', 'name': 'jointed_charlock'}, {'id': 18285, 'synset': 'radish.n.04', 'name': 'radish'}, {'id': 18286, 'synset': 'radish.n.02', 'name': 'radish'}, {'id': 18287, 'synset': 'marsh_cress.n.01', 'name': 'marsh_cress'}, {'id': 18288, 'synset': 'great_yellowcress.n.01', 'name': 'great_yellowcress'}, {'id': 18289, 'synset': 'schizopetalon.n.01', 'name': 'schizopetalon'}, {'id': 18290, 'synset': 'field_mustard.n.01', 'name': 'field_mustard'}, {'id': 18291, 'synset': 'hedge_mustard.n.01', 'name': 'hedge_mustard'}, {'id': 18292, 'synset': 'desert_plume.n.01', 'name': 'desert_plume'}, {'id': 18293, 'synset': 'pennycress.n.01', 'name': 'pennycress'}, {'id': 18294, 'synset': 'field_pennycress.n.01', 'name': 'field_pennycress'}, {'id': 18295, 'synset': 'fringepod.n.01', 'name': 'fringepod'}, {'id': 18296, 'synset': 'bladderpod.n.02', 'name': 'bladderpod'}, {'id': 18297, 'synset': 'wasabi.n.01', 'name': 'wasabi'}, {'id': 18298, 'synset': 'poppy.n.01', 'name': 'poppy'}, {'id': 18299, 'synset': 'iceland_poppy.n.02', 'name': 'Iceland_poppy'}, {'id': 18300, 'synset': 'western_poppy.n.01', 'name': 'western_poppy'}, {'id': 18301, 'synset': 'prickly_poppy.n.02', 'name': 'prickly_poppy'}, {'id': 18302, 'synset': 'iceland_poppy.n.01', 'name': 'Iceland_poppy'}, {'id': 18303, 'synset': 'oriental_poppy.n.01', 'name': 'oriental_poppy'}, {'id': 18304, 'synset': 'corn_poppy.n.01', 'name': 'corn_poppy'}, {'id': 18305, 'synset': 'opium_poppy.n.01', 'name': 'opium_poppy'}, {'id': 18306, 'synset': 'prickly_poppy.n.01', 'name': 'prickly_poppy'}, {'id': 18307, 'synset': 'mexican_poppy.n.01', 'name': 'Mexican_poppy'}, {'id': 18308, 'synset': 'bocconia.n.02', 'name': 'bocconia'}, {'id': 18309, 'synset': 'celandine.n.02', 'name': 'celandine'}, {'id': 18310, 'synset': 'corydalis.n.01', 'name': 'corydalis'}, {'id': 18311, 'synset': 'climbing_corydalis.n.01', 'name': 'climbing_corydalis'}, {'id': 18312, 'synset': 'california_poppy.n.01', 'name': 'California_poppy'}, {'id': 18313, 'synset': 'horn_poppy.n.01', 'name': 'horn_poppy'}, {'id': 18314, 'synset': 'golden_cup.n.01', 'name': 'golden_cup'}, {'id': 18315, 'synset': 'plume_poppy.n.01', 'name': 'plume_poppy'}, {'id': 18316, 'synset': 'blue_poppy.n.01', 'name': 'blue_poppy'}, {'id': 18317, 'synset': 'welsh_poppy.n.01', 'name': 'Welsh_poppy'}, {'id': 18318, 'synset': 'creamcups.n.01', 'name': 'creamcups'}, {'id': 18319, 'synset': 'matilija_poppy.n.01', 'name': 'matilija_poppy'}, {'id': 18320, 'synset': 'wind_poppy.n.01', 'name': 'wind_poppy'}, {'id': 18321, 'synset': 'celandine_poppy.n.01', 'name': 'celandine_poppy'}, {'id': 18322, 'synset': 'climbing_fumitory.n.01', 'name': 'climbing_fumitory'}, {'id': 18323, 'synset': 'bleeding_heart.n.01', 'name': 'bleeding_heart'}, {'id': 18324, 'synset': "dutchman's_breeches.n.01", 'name': "Dutchman's_breeches"}, {'id': 18325, 'synset': 'squirrel_corn.n.01', 'name': 'squirrel_corn'}, {'id': 18326, 'synset': 'composite.n.02', 'name': 'composite'}, {'id': 18327, 'synset': 'compass_plant.n.02', 'name': 'compass_plant'}, {'id': 18328, 'synset': 'everlasting.n.01', 'name': 'everlasting'}, {'id': 18329, 'synset': 'achillea.n.01', 'name': 'achillea'}, {'id': 18330, 'synset': 'yarrow.n.01', 'name': 'yarrow'}, {'id': 18331, 'synset': 'pink-and-white_everlasting.n.01', 'name': 'pink-and-white_everlasting'}, {'id': 18332, 'synset': 'white_snakeroot.n.01', 'name': 'white_snakeroot'}, {'id': 18333, 'synset': 'ageratum.n.02', 'name': 'ageratum'}, {'id': 18334, 'synset': 'common_ageratum.n.01', 'name': 'common_ageratum'}, {'id': 18335, 'synset': 'sweet_sultan.n.03', 'name': 'sweet_sultan'}, {'id': 18336, 'synset': 'ragweed.n.02', 'name': 'ragweed'}, {'id': 18337, 'synset': 'common_ragweed.n.01', 'name': 'common_ragweed'}, {'id': 18338, 'synset': 'great_ragweed.n.01', 'name': 'great_ragweed'}, {'id': 18339, 'synset': 'western_ragweed.n.01', 'name': 'western_ragweed'}, {'id': 18340, 'synset': 'ammobium.n.01', 'name': 'ammobium'}, {'id': 18341, 'synset': 'winged_everlasting.n.01', 'name': 'winged_everlasting'}, {'id': 18342, 'synset': 'pellitory.n.02', 'name': 'pellitory'}, {'id': 18343, 'synset': 'pearly_everlasting.n.01', 'name': 'pearly_everlasting'}, {'id': 18344, 'synset': 'andryala.n.01', 'name': 'andryala'}, {'id': 18345, 'synset': 'plantain-leaved_pussytoes.n.01', 'name': 'plantain-leaved_pussytoes'}, {'id': 18346, 'synset': 'field_pussytoes.n.01', 'name': 'field_pussytoes'}, {'id': 18347, 'synset': 'solitary_pussytoes.n.01', 'name': 'solitary_pussytoes'}, {'id': 18348, 'synset': 'mountain_everlasting.n.01', 'name': 'mountain_everlasting'}, {'id': 18349, 'synset': 'mayweed.n.01', 'name': 'mayweed'}, {'id': 18350, 'synset': 'yellow_chamomile.n.01', 'name': 'yellow_chamomile'}, {'id': 18351, 'synset': 'corn_chamomile.n.01', 'name': 'corn_chamomile'}, {'id': 18352, 'synset': 'woolly_daisy.n.01', 'name': 'woolly_daisy'}, {'id': 18353, 'synset': 'burdock.n.01', 'name': 'burdock'}, {'id': 18354, 'synset': 'great_burdock.n.01', 'name': 'great_burdock'}, {'id': 18355, 'synset': 'african_daisy.n.03', 'name': 'African_daisy'}, {'id': 18356, 'synset': 'blue-eyed_african_daisy.n.01', 'name': 'blue-eyed_African_daisy'}, {'id': 18357, 'synset': 'marguerite.n.02', 'name': 'marguerite'}, {'id': 18358, 'synset': 'silversword.n.01', 'name': 'silversword'}, {'id': 18359, 'synset': 'arnica.n.02', 'name': 'arnica'}, {'id': 18360, 'synset': 'heartleaf_arnica.n.01', 'name': 'heartleaf_arnica'}, {'id': 18361, 'synset': 'arnica_montana.n.01', 'name': 'Arnica_montana'}, {'id': 18362, 'synset': 'lamb_succory.n.01', 'name': 'lamb_succory'}, {'id': 18363, 'synset': 'artemisia.n.01', 'name': 'artemisia'}, {'id': 18364, 'synset': 'mugwort.n.01', 'name': 'mugwort'}, {'id': 18365, 'synset': 'sweet_wormwood.n.01', 'name': 'sweet_wormwood'}, {'id': 18366, 'synset': 'field_wormwood.n.01', 'name': 'field_wormwood'}, {'id': 18367, 'synset': 'tarragon.n.01', 'name': 'tarragon'}, {'id': 18368, 'synset': 'sand_sage.n.01', 'name': 'sand_sage'}, {'id': 18369, 'synset': 'wormwood_sage.n.01', 'name': 'wormwood_sage'}, {'id': 18370, 'synset': 'western_mugwort.n.01', 'name': 'western_mugwort'}, {'id': 18371, 'synset': 'roman_wormwood.n.01', 'name': 'Roman_wormwood'}, {'id': 18372, 'synset': 'bud_brush.n.01', 'name': 'bud_brush'}, {'id': 18373, 'synset': 'common_mugwort.n.01', 'name': 'common_mugwort'}, {'id': 18374, 'synset': 'aster.n.01', 'name': 'aster'}, {'id': 18375, 'synset': 'wood_aster.n.01', 'name': 'wood_aster'}, {'id': 18376, 'synset': 'whorled_aster.n.01', 'name': 'whorled_aster'}, {'id': 18377, 'synset': 'heath_aster.n.02', 'name': 'heath_aster'}, {'id': 18378, 'synset': 'heart-leaved_aster.n.01', 'name': 'heart-leaved_aster'}, {'id': 18379, 'synset': 'white_wood_aster.n.01', 'name': 'white_wood_aster'}, {'id': 18380, 'synset': 'bushy_aster.n.01', 'name': 'bushy_aster'}, {'id': 18381, 'synset': 'heath_aster.n.01', 'name': 'heath_aster'}, {'id': 18382, 'synset': 'white_prairie_aster.n.01', 'name': 'white_prairie_aster'}, {'id': 18383, 'synset': 'stiff_aster.n.01', 'name': 'stiff_aster'}, {'id': 18384, 'synset': 'goldilocks.n.01', 'name': 'goldilocks'}, {'id': 18385, 'synset': 'large-leaved_aster.n.01', 'name': 'large-leaved_aster'}, {'id': 18386, 'synset': 'new_england_aster.n.01', 'name': 'New_England_aster'}, {'id': 18387, 'synset': 'michaelmas_daisy.n.01', 'name': 'Michaelmas_daisy'}, {'id': 18388, 'synset': 'upland_white_aster.n.01', 'name': 'upland_white_aster'}, {'id': 18389, 'synset': "short's_aster.n.01", 'name': "Short's_aster"}, {'id': 18390, 'synset': 'sea_aster.n.01', 'name': 'sea_aster'}, {'id': 18391, 'synset': 'prairie_aster.n.01', 'name': 'prairie_aster'}, {'id': 18392, 'synset': 'annual_salt-marsh_aster.n.01', 'name': 'annual_salt-marsh_aster'}, {'id': 18393, 'synset': 'aromatic_aster.n.01', 'name': 'aromatic_aster'}, {'id': 18394, 'synset': 'arrow_leaved_aster.n.01', 'name': 'arrow_leaved_aster'}, {'id': 18395, 'synset': 'azure_aster.n.01', 'name': 'azure_aster'}, {'id': 18396, 'synset': 'bog_aster.n.01', 'name': 'bog_aster'}, {'id': 18397, 'synset': 'crooked-stemmed_aster.n.01', 'name': 'crooked-stemmed_aster'}, {'id': 18398, 'synset': 'eastern_silvery_aster.n.01', 'name': 'Eastern_silvery_aster'}, {'id': 18399, 'synset': 'flat-topped_white_aster.n.01', 'name': 'flat-topped_white_aster'}, {'id': 18400, 'synset': 'late_purple_aster.n.01', 'name': 'late_purple_aster'}, {'id': 18401, 'synset': 'panicled_aster.n.01', 'name': 'panicled_aster'}, {'id': 18402, 'synset': 'perennial_salt_marsh_aster.n.01', 'name': 'perennial_salt_marsh_aster'}, {'id': 18403, 'synset': 'purple-stemmed_aster.n.01', 'name': 'purple-stemmed_aster'}, {'id': 18404, 'synset': 'rough-leaved_aster.n.01', 'name': 'rough-leaved_aster'}, {'id': 18405, 'synset': 'rush_aster.n.01', 'name': 'rush_aster'}, {'id': 18406, 'synset': "schreiber's_aster.n.01", 'name': "Schreiber's_aster"}, {'id': 18407, 'synset': 'small_white_aster.n.01', 'name': 'small_white_aster'}, {'id': 18408, 'synset': 'smooth_aster.n.01', 'name': 'smooth_aster'}, {'id': 18409, 'synset': 'southern_aster.n.01', 'name': 'southern_aster'}, {'id': 18410, 'synset': 'starved_aster.n.01', 'name': 'starved_aster'}, {'id': 18411, 'synset': "tradescant's_aster.n.01", 'name': "tradescant's_aster"}, {'id': 18412, 'synset': 'wavy-leaved_aster.n.01', 'name': 'wavy-leaved_aster'}, {'id': 18413, 'synset': 'western_silvery_aster.n.01', 'name': 'Western_silvery_aster'}, {'id': 18414, 'synset': 'willow_aster.n.01', 'name': 'willow_aster'}, {'id': 18415, 'synset': 'ayapana.n.01', 'name': 'ayapana'}, {'id': 18416, 'synset': 'mule_fat.n.01', 'name': 'mule_fat'}, {'id': 18417, 'synset': 'balsamroot.n.01', 'name': 'balsamroot'}, {'id': 18418, 'synset': 'daisy.n.01', 'name': 'daisy'}, {'id': 18419, 'synset': 'common_daisy.n.01', 'name': 'common_daisy'}, {'id': 18420, 'synset': 'bur_marigold.n.01', 'name': 'bur_marigold'}, {'id': 18421, 'synset': 'spanish_needles.n.02', 'name': 'Spanish_needles'}, {'id': 18422, 'synset': 'tickseed_sunflower.n.01', 'name': 'tickseed_sunflower'}, {'id': 18423, 'synset': 'european_beggar-ticks.n.01', 'name': 'European_beggar-ticks'}, {'id': 18424, 'synset': 'slender_knapweed.n.01', 'name': 'slender_knapweed'}, {'id': 18425, 'synset': 'false_chamomile.n.01', 'name': 'false_chamomile'}, {'id': 18426, 'synset': 'swan_river_daisy.n.01', 'name': 'Swan_River_daisy'}, {'id': 18427, 'synset': 'woodland_oxeye.n.01', 'name': 'woodland_oxeye'}, {'id': 18428, 'synset': 'indian_plantain.n.01', 'name': 'Indian_plantain'}, {'id': 18429, 'synset': 'calendula.n.01', 'name': 'calendula'}, {'id': 18430, 'synset': 'common_marigold.n.01', 'name': 'common_marigold'}, {'id': 18431, 'synset': 'china_aster.n.01', 'name': 'China_aster'}, {'id': 18432, 'synset': 'thistle.n.01', 'name': 'thistle'}, {'id': 18433, 'synset': 'welted_thistle.n.01', 'name': 'welted_thistle'}, {'id': 18434, 'synset': 'musk_thistle.n.01', 'name': 'musk_thistle'}, {'id': 18435, 'synset': 'carline_thistle.n.01', 'name': 'carline_thistle'}, {'id': 18436, 'synset': 'stemless_carline_thistle.n.01', 'name': 'stemless_carline_thistle'}, {'id': 18437, 'synset': 'common_carline_thistle.n.01', 'name': 'common_carline_thistle'}, {'id': 18438, 'synset': 'safflower.n.01', 'name': 'safflower'}, {'id': 18439, 'synset': 'safflower_seed.n.01', 'name': 'safflower_seed'}, {'id': 18440, 'synset': 'catananche.n.01', 'name': 'catananche'}, {'id': 18441, 'synset': 'blue_succory.n.01', 'name': 'blue_succory'}, {'id': 18442, 'synset': 'centaury.n.02', 'name': 'centaury'}, {'id': 18443, 'synset': 'dusty_miller.n.03', 'name': 'dusty_miller'}, {'id': 18444, 'synset': 'cornflower.n.02', 'name': 'cornflower'}, {'id': 18445, 'synset': 'star-thistle.n.01', 'name': 'star-thistle'}, {'id': 18446, 'synset': 'knapweed.n.01', 'name': 'knapweed'}, {'id': 18447, 'synset': 'sweet_sultan.n.02', 'name': 'sweet_sultan'}, {'id': 18448, 'synset': 'great_knapweed.n.01', 'name': 'great_knapweed'}, {'id': 18449, 'synset': "barnaby's_thistle.n.01", 'name': "Barnaby's_thistle"}, {'id': 18450, 'synset': 'chamomile.n.01', 'name': 'chamomile'}, {'id': 18451, 'synset': 'chaenactis.n.01', 'name': 'chaenactis'}, {'id': 18452, 'synset': 'chrysanthemum.n.02', 'name': 'chrysanthemum'}, {'id': 18453, 'synset': 'corn_marigold.n.01', 'name': 'corn_marigold'}, {'id': 18454, 'synset': 'crown_daisy.n.01', 'name': 'crown_daisy'}, {'id': 18455, 'synset': 'chop-suey_greens.n.01', 'name': 'chop-suey_greens'}, {'id': 18456, 'synset': 'golden_aster.n.01', 'name': 'golden_aster'}, {'id': 18457, 'synset': 'maryland_golden_aster.n.01', 'name': 'Maryland_golden_aster'}, {'id': 18458, 'synset': 'goldenbush.n.02', 'name': 'goldenbush'}, {'id': 18459, 'synset': 'rabbit_brush.n.01', 'name': 'rabbit_brush'}, {'id': 18460, 'synset': 'chicory.n.02', 'name': 'chicory'}, {'id': 18461, 'synset': 'endive.n.01', 'name': 'endive'}, {'id': 18462, 'synset': 'chicory.n.01', 'name': 'chicory'}, {'id': 18463, 'synset': 'plume_thistle.n.01', 'name': 'plume_thistle'}, {'id': 18464, 'synset': 'canada_thistle.n.01', 'name': 'Canada_thistle'}, {'id': 18465, 'synset': 'field_thistle.n.01', 'name': 'field_thistle'}, {'id': 18466, 'synset': 'woolly_thistle.n.02', 'name': 'woolly_thistle'}, {'id': 18467, 'synset': 'european_woolly_thistle.n.01', 'name': 'European_woolly_thistle'}, {'id': 18468, 'synset': 'melancholy_thistle.n.01', 'name': 'melancholy_thistle'}, {'id': 18469, 'synset': 'brook_thistle.n.01', 'name': 'brook_thistle'}, {'id': 18470, 'synset': 'bull_thistle.n.01', 'name': 'bull_thistle'}, {'id': 18471, 'synset': 'blessed_thistle.n.02', 'name': 'blessed_thistle'}, {'id': 18472, 'synset': 'mistflower.n.01', 'name': 'mistflower'}, {'id': 18473, 'synset': 'horseweed.n.02', 'name': 'horseweed'}, {'id': 18474, 'synset': 'coreopsis.n.01', 'name': 'coreopsis'}, {'id': 18475, 'synset': 'giant_coreopsis.n.01', 'name': 'giant_coreopsis'}, {'id': 18476, 'synset': 'sea_dahlia.n.01', 'name': 'sea_dahlia'}, {'id': 18477, 'synset': 'calliopsis.n.01', 'name': 'calliopsis'}, {'id': 18478, 'synset': 'cosmos.n.02', 'name': 'cosmos'}, {'id': 18479, 'synset': 'brass_buttons.n.01', 'name': 'brass_buttons'}, {'id': 18480, 'synset': 'billy_buttons.n.01', 'name': 'billy_buttons'}, {'id': 18481, 'synset': "hawk's-beard.n.01", 'name': "hawk's-beard"}, {'id': 18482, 'synset': 'artichoke.n.01', 'name': 'artichoke'}, {'id': 18483, 'synset': 'cardoon.n.01', 'name': 'cardoon'}, {'id': 18484, 'synset': 'dahlia.n.01', 'name': 'dahlia'}, {'id': 18485, 'synset': 'german_ivy.n.01', 'name': 'German_ivy'}, {'id': 18486, 'synset': "florist's_chrysanthemum.n.01", 'name': "florist's_chrysanthemum"}, {'id': 18487, 'synset': 'cape_marigold.n.01', 'name': 'cape_marigold'}, {'id': 18488, 'synset': "leopard's-bane.n.01", 'name': "leopard's-bane"}, {'id': 18489, 'synset': 'coneflower.n.03', 'name': 'coneflower'}, {'id': 18490, 'synset': 'globe_thistle.n.01', 'name': 'globe_thistle'}, {'id': 18491, 'synset': "elephant's-foot.n.02", 'name': "elephant's-foot"}, {'id': 18492, 'synset': 'tassel_flower.n.01', 'name': 'tassel_flower'}, {'id': 18493, 'synset': 'brittlebush.n.01', 'name': 'brittlebush'}, {'id': 18494, 'synset': 'sunray.n.02', 'name': 'sunray'}, {'id': 18495, 'synset': 'engelmannia.n.01', 'name': 'engelmannia'}, {'id': 18496, 'synset': 'fireweed.n.02', 'name': 'fireweed'}, {'id': 18497, 'synset': 'fleabane.n.02', 'name': 'fleabane'}, {'id': 18498, 'synset': 'blue_fleabane.n.01', 'name': 'blue_fleabane'}, {'id': 18499, 'synset': 'daisy_fleabane.n.01', 'name': 'daisy_fleabane'}, {'id': 18500, 'synset': 'orange_daisy.n.01', 'name': 'orange_daisy'}, {'id': 18501, 'synset': 'spreading_fleabane.n.01', 'name': 'spreading_fleabane'}, {'id': 18502, 'synset': 'seaside_daisy.n.01', 'name': 'seaside_daisy'}, {'id': 18503, 'synset': 'philadelphia_fleabane.n.01', 'name': 'Philadelphia_fleabane'}, {'id': 18504, 'synset': "robin's_plantain.n.01", 'name': "robin's_plantain"}, {'id': 18505, 'synset': 'showy_daisy.n.01', 'name': 'showy_daisy'}, {'id': 18506, 'synset': 'woolly_sunflower.n.01', 'name': 'woolly_sunflower'}, {'id': 18507, 'synset': 'golden_yarrow.n.01', 'name': 'golden_yarrow'}, {'id': 18508, 'synset': 'dog_fennel.n.01', 'name': 'dog_fennel'}, {'id': 18509, 'synset': 'joe-pye_weed.n.02', 'name': 'Joe-Pye_weed'}, {'id': 18510, 'synset': 'boneset.n.02', 'name': 'boneset'}, {'id': 18511, 'synset': 'joe-pye_weed.n.01', 'name': 'Joe-Pye_weed'}, {'id': 18512, 'synset': 'blue_daisy.n.01', 'name': 'blue_daisy'}, {'id': 18513, 'synset': 'kingfisher_daisy.n.01', 'name': 'kingfisher_daisy'}, {'id': 18514, 'synset': 'cotton_rose.n.02', 'name': 'cotton_rose'}, {'id': 18515, 'synset': 'herba_impia.n.01', 'name': 'herba_impia'}, {'id': 18516, 'synset': 'gaillardia.n.01', 'name': 'gaillardia'}, {'id': 18517, 'synset': 'gazania.n.01', 'name': 'gazania'}, {'id': 18518, 'synset': 'treasure_flower.n.01', 'name': 'treasure_flower'}, {'id': 18519, 'synset': 'african_daisy.n.02', 'name': 'African_daisy'}, {'id': 18520, 'synset': 'barberton_daisy.n.01', 'name': 'Barberton_daisy'}, {'id': 18521, 'synset': 'desert_sunflower.n.01', 'name': 'desert_sunflower'}, {'id': 18522, 'synset': 'cudweed.n.01', 'name': 'cudweed'}, {'id': 18523, 'synset': 'chafeweed.n.01', 'name': 'chafeweed'}, {'id': 18524, 'synset': 'gumweed.n.01', 'name': 'gumweed'}, {'id': 18525, 'synset': 'grindelia_robusta.n.01', 'name': 'Grindelia_robusta'}, {'id': 18526, 'synset': 'curlycup_gumweed.n.01', 'name': 'curlycup_gumweed'}, {'id': 18527, 'synset': 'little-head_snakeweed.n.01', 'name': 'little-head_snakeweed'}, {'id': 18528, 'synset': 'rabbitweed.n.01', 'name': 'rabbitweed'}, {'id': 18529, 'synset': 'broomweed.n.01', 'name': 'broomweed'}, {'id': 18530, 'synset': 'velvet_plant.n.02', 'name': 'velvet_plant'}, {'id': 18531, 'synset': 'goldenbush.n.01', 'name': 'goldenbush'}, {'id': 18532, 'synset': 'camphor_daisy.n.01', 'name': 'camphor_daisy'}, {'id': 18533, 'synset': 'yellow_spiny_daisy.n.01', 'name': 'yellow_spiny_daisy'}, {'id': 18534, 'synset': 'hoary_golden_bush.n.01', 'name': 'hoary_golden_bush'}, {'id': 18535, 'synset': 'sneezeweed.n.01', 'name': 'sneezeweed'}, {'id': 18536, 'synset': 'orange_sneezeweed.n.01', 'name': 'orange_sneezeweed'}, {'id': 18537, 'synset': 'rosilla.n.01', 'name': 'rosilla'}, {'id': 18538, 'synset': 'swamp_sunflower.n.01', 'name': 'swamp_sunflower'}, {'id': 18539, 'synset': 'common_sunflower.n.01', 'name': 'common_sunflower'}, {'id': 18540, 'synset': 'giant_sunflower.n.01', 'name': 'giant_sunflower'}, {'id': 18541, 'synset': 'showy_sunflower.n.01', 'name': 'showy_sunflower'}, {'id': 18542, 'synset': "maximilian's_sunflower.n.01", 'name': "Maximilian's_sunflower"}, {'id': 18543, 'synset': 'prairie_sunflower.n.01', 'name': 'prairie_sunflower'}, {'id': 18544, 'synset': 'jerusalem_artichoke.n.02', 'name': 'Jerusalem_artichoke'}, {'id': 18545, 'synset': 'jerusalem_artichoke.n.01', 'name': 'Jerusalem_artichoke'}, {'id': 18546, 'synset': 'strawflower.n.03', 'name': 'strawflower'}, {'id': 18547, 'synset': 'heliopsis.n.01', 'name': 'heliopsis'}, {'id': 18548, 'synset': 'strawflower.n.02', 'name': 'strawflower'}, {'id': 18549, 'synset': 'hairy_golden_aster.n.01', 'name': 'hairy_golden_aster'}, {'id': 18550, 'synset': 'hawkweed.n.02', 'name': 'hawkweed'}, {'id': 18551, 'synset': 'rattlesnake_weed.n.01', 'name': 'rattlesnake_weed'}, {'id': 18552, 'synset': 'alpine_coltsfoot.n.01', 'name': 'alpine_coltsfoot'}, {'id': 18553, 'synset': 'alpine_gold.n.01', 'name': 'alpine_gold'}, {'id': 18554, 'synset': 'dwarf_hulsea.n.01', 'name': 'dwarf_hulsea'}, {'id': 18555, 'synset': "cat's-ear.n.02", 'name': "cat's-ear"}, {'id': 18556, 'synset': 'inula.n.01', 'name': 'inula'}, {'id': 18557, 'synset': 'marsh_elder.n.01', 'name': 'marsh_elder'}, {'id': 18558, 'synset': 'burweed_marsh_elder.n.01', 'name': 'burweed_marsh_elder'}, {'id': 18559, 'synset': 'krigia.n.01', 'name': 'krigia'}, {'id': 18560, 'synset': 'dwarf_dandelion.n.01', 'name': 'dwarf_dandelion'}, {'id': 18561, 'synset': 'garden_lettuce.n.01', 'name': 'garden_lettuce'}, {'id': 18562, 'synset': 'cos_lettuce.n.01', 'name': 'cos_lettuce'}, {'id': 18563, 'synset': 'leaf_lettuce.n.01', 'name': 'leaf_lettuce'}, {'id': 18564, 'synset': 'celtuce.n.01', 'name': 'celtuce'}, {'id': 18565, 'synset': 'prickly_lettuce.n.01', 'name': 'prickly_lettuce'}, {'id': 18566, 'synset': 'goldfields.n.01', 'name': 'goldfields'}, {'id': 18567, 'synset': 'tidytips.n.01', 'name': 'tidytips'}, {'id': 18568, 'synset': 'hawkbit.n.01', 'name': 'hawkbit'}, {'id': 18569, 'synset': 'fall_dandelion.n.01', 'name': 'fall_dandelion'}, {'id': 18570, 'synset': 'edelweiss.n.01', 'name': 'edelweiss'}, {'id': 18571, 'synset': 'oxeye_daisy.n.02', 'name': 'oxeye_daisy'}, {'id': 18572, 'synset': 'oxeye_daisy.n.01', 'name': 'oxeye_daisy'}, {'id': 18573, 'synset': 'shasta_daisy.n.01', 'name': 'shasta_daisy'}, {'id': 18574, 'synset': 'pyrenees_daisy.n.01', 'name': 'Pyrenees_daisy'}, {'id': 18575, 'synset': 'north_island_edelweiss.n.01', 'name': 'north_island_edelweiss'}, {'id': 18576, 'synset': 'blazing_star.n.02', 'name': 'blazing_star'}, {'id': 18577, 'synset': 'dotted_gayfeather.n.01', 'name': 'dotted_gayfeather'}, {'id': 18578, 'synset': 'dense_blazing_star.n.01', 'name': 'dense_blazing_star'}, {'id': 18579, 'synset': 'texas_star.n.02', 'name': 'Texas_star'}, {'id': 18580, 'synset': 'african_daisy.n.01', 'name': 'African_daisy'}, {'id': 18581, 'synset': 'tahoka_daisy.n.01', 'name': 'tahoka_daisy'}, {'id': 18582, 'synset': 'sticky_aster.n.01', 'name': 'sticky_aster'}, {'id': 18583, 'synset': 'mojave_aster.n.01', 'name': 'Mojave_aster'}, {'id': 18584, 'synset': 'tarweed.n.01', 'name': 'tarweed'}, {'id': 18585, 'synset': 'sweet_false_chamomile.n.01', 'name': 'sweet_false_chamomile'}, {'id': 18586, 'synset': 'pineapple_weed.n.01', 'name': 'pineapple_weed'}, {'id': 18587, 'synset': 'climbing_hempweed.n.01', 'name': 'climbing_hempweed'}, {'id': 18588, 'synset': 'mutisia.n.01', 'name': 'mutisia'}, {'id': 18589, 'synset': 'rattlesnake_root.n.02', 'name': 'rattlesnake_root'}, {'id': 18590, 'synset': 'white_lettuce.n.01', 'name': 'white_lettuce'}, {'id': 18591, 'synset': 'daisybush.n.01', 'name': 'daisybush'}, {'id': 18592, 'synset': 'new_zealand_daisybush.n.01', 'name': 'New_Zealand_daisybush'}, {'id': 18593, 'synset': 'cotton_thistle.n.01', 'name': 'cotton_thistle'}, {'id': 18594, 'synset': 'othonna.n.01', 'name': 'othonna'}, {'id': 18595, 'synset': 'cascade_everlasting.n.01', 'name': 'cascade_everlasting'}, {'id': 18596, 'synset': 'butterweed.n.02', 'name': 'butterweed'}, {'id': 18597, 'synset': 'american_feverfew.n.01', 'name': 'American_feverfew'}, {'id': 18598, 'synset': 'cineraria.n.01', 'name': 'cineraria'}, {'id': 18599, 'synset': "florest's_cineraria.n.01", 'name': "florest's_cineraria"}, {'id': 18600, 'synset': 'butterbur.n.01', 'name': 'butterbur'}, {'id': 18601, 'synset': 'winter_heliotrope.n.01', 'name': 'winter_heliotrope'}, {'id': 18602, 'synset': 'sweet_coltsfoot.n.01', 'name': 'sweet_coltsfoot'}, {'id': 18603, 'synset': 'oxtongue.n.01', 'name': 'oxtongue'}, {'id': 18604, 'synset': 'hawkweed.n.01', 'name': 'hawkweed'}, {'id': 18605, 'synset': 'mouse-ear_hawkweed.n.01', 'name': 'mouse-ear_hawkweed'}, {'id': 18606, 'synset': 'stevia.n.02', 'name': 'stevia'}, {'id': 18607, 'synset': 'rattlesnake_root.n.01', 'name': 'rattlesnake_root'}, {'id': 18608, 'synset': 'fleabane.n.01', 'name': 'fleabane'}, {'id': 18609, 'synset': 'sheep_plant.n.01', 'name': 'sheep_plant'}, {'id': 18610, 'synset': 'coneflower.n.02', 'name': 'coneflower'}, {'id': 18611, 'synset': 'mexican_hat.n.01', 'name': 'Mexican_hat'}, {'id': 18612, 'synset': 'long-head_coneflower.n.01', 'name': 'long-head_coneflower'}, {'id': 18613, 'synset': 'prairie_coneflower.n.01', 'name': 'prairie_coneflower'}, {'id': 18614, 'synset': 'swan_river_everlasting.n.01', 'name': 'Swan_River_everlasting'}, {'id': 18615, 'synset': 'coneflower.n.01', 'name': 'coneflower'}, {'id': 18616, 'synset': 'black-eyed_susan.n.03', 'name': 'black-eyed_Susan'}, {'id': 18617, 'synset': 'cutleaved_coneflower.n.01', 'name': 'cutleaved_coneflower'}, {'id': 18618, 'synset': 'golden_glow.n.01', 'name': 'golden_glow'}, {'id': 18619, 'synset': 'lavender_cotton.n.01', 'name': 'lavender_cotton'}, {'id': 18620, 'synset': 'creeping_zinnia.n.01', 'name': 'creeping_zinnia'}, {'id': 18621, 'synset': 'golden_thistle.n.01', 'name': 'golden_thistle'}, {'id': 18622, 'synset': 'spanish_oyster_plant.n.01', 'name': 'Spanish_oyster_plant'}, {'id': 18623, 'synset': 'nodding_groundsel.n.01', 'name': 'nodding_groundsel'}, {'id': 18624, 'synset': 'dusty_miller.n.02', 'name': 'dusty_miller'}, {'id': 18625, 'synset': 'butterweed.n.01', 'name': 'butterweed'}, {'id': 18626, 'synset': 'ragwort.n.01', 'name': 'ragwort'}, {'id': 18627, 'synset': 'arrowleaf_groundsel.n.01', 'name': 'arrowleaf_groundsel'}, {'id': 18628, 'synset': 'black_salsify.n.01', 'name': 'black_salsify'}, {'id': 18629, 'synset': 'white-topped_aster.n.01', 'name': 'white-topped_aster'}, {'id': 18630, 'synset': 'narrow-leaved_white-topped_aster.n.01', 'name': 'narrow-leaved_white-topped_aster'}, {'id': 18631, 'synset': 'silver_sage.n.01', 'name': 'silver_sage'}, {'id': 18632, 'synset': 'sea_wormwood.n.01', 'name': 'sea_wormwood'}, {'id': 18633, 'synset': 'sawwort.n.01', 'name': 'sawwort'}, {'id': 18634, 'synset': 'rosinweed.n.01', 'name': 'rosinweed'}, {'id': 18635, 'synset': 'milk_thistle.n.02', 'name': 'milk_thistle'}, {'id': 18636, 'synset': 'goldenrod.n.01', 'name': 'goldenrod'}, {'id': 18637, 'synset': 'silverrod.n.01', 'name': 'silverrod'}, {'id': 18638, 'synset': 'meadow_goldenrod.n.01', 'name': 'meadow_goldenrod'}, {'id': 18639, 'synset': 'missouri_goldenrod.n.01', 'name': 'Missouri_goldenrod'}, {'id': 18640, 'synset': 'alpine_goldenrod.n.01', 'name': 'alpine_goldenrod'}, {'id': 18641, 'synset': 'grey_goldenrod.n.01', 'name': 'grey_goldenrod'}, {'id': 18642, 'synset': 'blue_mountain_tea.n.01', 'name': 'Blue_Mountain_tea'}, {'id': 18643, 'synset': "dyer's_weed.n.01", 'name': "dyer's_weed"}, {'id': 18644, 'synset': 'seaside_goldenrod.n.01', 'name': 'seaside_goldenrod'}, {'id': 18645, 'synset': 'narrow_goldenrod.n.01', 'name': 'narrow_goldenrod'}, {'id': 18646, 'synset': "boott's_goldenrod.n.01", 'name': "Boott's_goldenrod"}, {'id': 18647, 'synset': "elliott's_goldenrod.n.01", 'name': "Elliott's_goldenrod"}, {'id': 18648, 'synset': 'ohio_goldenrod.n.01', 'name': 'Ohio_goldenrod'}, {'id': 18649, 'synset': 'rough-stemmed_goldenrod.n.01', 'name': 'rough-stemmed_goldenrod'}, {'id': 18650, 'synset': 'showy_goldenrod.n.01', 'name': 'showy_goldenrod'}, {'id': 18651, 'synset': 'tall_goldenrod.n.01', 'name': 'tall_goldenrod'}, {'id': 18652, 'synset': 'zigzag_goldenrod.n.01', 'name': 'zigzag_goldenrod'}, {'id': 18653, 'synset': 'sow_thistle.n.01', 'name': 'sow_thistle'}, {'id': 18654, 'synset': 'milkweed.n.02', 'name': 'milkweed'}, {'id': 18655, 'synset': 'stevia.n.01', 'name': 'stevia'}, {'id': 18656, 'synset': "stokes'_aster.n.01", 'name': "stokes'_aster"}, {'id': 18657, 'synset': 'marigold.n.01', 'name': 'marigold'}, {'id': 18658, 'synset': 'african_marigold.n.01', 'name': 'African_marigold'}, {'id': 18659, 'synset': 'french_marigold.n.01', 'name': 'French_marigold'}, {'id': 18660, 'synset': 'painted_daisy.n.01', 'name': 'painted_daisy'}, {'id': 18661, 'synset': 'pyrethrum.n.02', 'name': 'pyrethrum'}, {'id': 18662, 'synset': 'northern_dune_tansy.n.01', 'name': 'northern_dune_tansy'}, {'id': 18663, 'synset': 'feverfew.n.01', 'name': 'feverfew'}, {'id': 18664, 'synset': 'dusty_miller.n.01', 'name': 'dusty_miller'}, {'id': 18665, 'synset': 'tansy.n.01', 'name': 'tansy'}, {'id': 18666, 'synset': 'dandelion.n.01', 'name': 'dandelion'}, {'id': 18667, 'synset': 'common_dandelion.n.01', 'name': 'common_dandelion'}, {'id': 18668, 'synset': 'dandelion_green.n.01', 'name': 'dandelion_green'}, {'id': 18669, 'synset': 'russian_dandelion.n.01', 'name': 'Russian_dandelion'}, {'id': 18670, 'synset': 'stemless_hymenoxys.n.01', 'name': 'stemless_hymenoxys'}, {'id': 18671, 'synset': 'mexican_sunflower.n.01', 'name': 'Mexican_sunflower'}, {'id': 18672, 'synset': 'easter_daisy.n.01', 'name': 'Easter_daisy'}, {'id': 18673, 'synset': 'yellow_salsify.n.01', 'name': 'yellow_salsify'}, {'id': 18674, 'synset': 'salsify.n.02', 'name': 'salsify'}, {'id': 18675, 'synset': 'meadow_salsify.n.01', 'name': 'meadow_salsify'}, {'id': 18676, 'synset': 'scentless_camomile.n.01', 'name': 'scentless_camomile'}, {'id': 18677, 'synset': 'turfing_daisy.n.01', 'name': 'turfing_daisy'}, {'id': 18678, 'synset': 'coltsfoot.n.02', 'name': 'coltsfoot'}, {'id': 18679, 'synset': 'ursinia.n.01', 'name': 'ursinia'}, {'id': 18680, 'synset': 'crownbeard.n.01', 'name': 'crownbeard'}, {'id': 18681, 'synset': 'wingstem.n.01', 'name': 'wingstem'}, {'id': 18682, 'synset': 'cowpen_daisy.n.01', 'name': 'cowpen_daisy'}, {'id': 18683, 'synset': 'gravelweed.n.01', 'name': 'gravelweed'}, {'id': 18684, 'synset': 'virginia_crownbeard.n.01', 'name': 'Virginia_crownbeard'}, {'id': 18685, 'synset': 'ironweed.n.01', 'name': 'ironweed'}, {'id': 18686, 'synset': "mule's_ears.n.01", 'name': "mule's_ears"}, {'id': 18687, 'synset': "white-rayed_mule's_ears.n.01", 'name': "white-rayed_mule's_ears"}, {'id': 18688, 'synset': 'cocklebur.n.01', 'name': 'cocklebur'}, {'id': 18689, 'synset': 'xeranthemum.n.01', 'name': 'xeranthemum'}, {'id': 18690, 'synset': 'immortelle.n.01', 'name': 'immortelle'}, {'id': 18691, 'synset': 'zinnia.n.01', 'name': 'zinnia'}, {'id': 18692, 'synset': 'white_zinnia.n.01', 'name': 'white_zinnia'}, {'id': 18693, 'synset': 'little_golden_zinnia.n.01', 'name': 'little_golden_zinnia'}, {'id': 18694, 'synset': 'blazing_star.n.01', 'name': 'blazing_star'}, {'id': 18695, 'synset': 'bartonia.n.01', 'name': 'bartonia'}, {'id': 18696, 'synset': 'achene.n.01', 'name': 'achene'}, {'id': 18697, 'synset': 'samara.n.01', 'name': 'samara'}, {'id': 18698, 'synset': 'campanula.n.01', 'name': 'campanula'}, {'id': 18699, 'synset': 'creeping_bellflower.n.01', 'name': 'creeping_bellflower'}, {'id': 18700, 'synset': 'canterbury_bell.n.02', 'name': 'Canterbury_bell'}, {'id': 18701, 'synset': 'tall_bellflower.n.01', 'name': 'tall_bellflower'}, {'id': 18702, 'synset': 'marsh_bellflower.n.01', 'name': 'marsh_bellflower'}, {'id': 18703, 'synset': 'clustered_bellflower.n.01', 'name': 'clustered_bellflower'}, {'id': 18704, 'synset': 'peach_bells.n.01', 'name': 'peach_bells'}, {'id': 18705, 'synset': 'chimney_plant.n.01', 'name': 'chimney_plant'}, {'id': 18706, 'synset': 'rampion.n.01', 'name': 'rampion'}, {'id': 18707, 'synset': 'tussock_bellflower.n.01', 'name': 'tussock_bellflower'}, {'id': 18708, 'synset': 'orchid.n.01', 'name': 'orchid'}, {'id': 18709, 'synset': 'orchis.n.01', 'name': 'orchis'}, {'id': 18710, 'synset': 'male_orchis.n.01', 'name': 'male_orchis'}, {'id': 18711, 'synset': 'butterfly_orchid.n.05', 'name': 'butterfly_orchid'}, {'id': 18712, 'synset': 'showy_orchis.n.01', 'name': 'showy_orchis'}, {'id': 18713, 'synset': 'aerides.n.01', 'name': 'aerides'}, {'id': 18714, 'synset': 'angrecum.n.01', 'name': 'angrecum'}, {'id': 18715, 'synset': 'jewel_orchid.n.01', 'name': 'jewel_orchid'}, {'id': 18716, 'synset': 'puttyroot.n.01', 'name': 'puttyroot'}, {'id': 18717, 'synset': 'arethusa.n.01', 'name': 'arethusa'}, {'id': 18718, 'synset': 'bog_rose.n.01', 'name': 'bog_rose'}, {'id': 18719, 'synset': 'bletia.n.01', 'name': 'bletia'}, {'id': 18720, 'synset': 'bletilla_striata.n.01', 'name': 'Bletilla_striata'}, {'id': 18721, 'synset': 'brassavola.n.01', 'name': 'brassavola'}, {'id': 18722, 'synset': 'spider_orchid.n.03', 'name': 'spider_orchid'}, {'id': 18723, 'synset': 'spider_orchid.n.02', 'name': 'spider_orchid'}, {'id': 18724, 'synset': 'caladenia.n.01', 'name': 'caladenia'}, {'id': 18725, 'synset': 'calanthe.n.01', 'name': 'calanthe'}, {'id': 18726, 'synset': 'grass_pink.n.01', 'name': 'grass_pink'}, {'id': 18727, 'synset': 'calypso.n.01', 'name': 'calypso'}, {'id': 18728, 'synset': 'cattleya.n.01', 'name': 'cattleya'}, {'id': 18729, 'synset': 'helleborine.n.03', 'name': 'helleborine'}, {'id': 18730, 'synset': 'red_helleborine.n.01', 'name': 'red_helleborine'}, {'id': 18731, 'synset': 'spreading_pogonia.n.01', 'name': 'spreading_pogonia'}, {'id': 18732, 'synset': 'rosebud_orchid.n.01', 'name': 'rosebud_orchid'}, {'id': 18733, 'synset': 'satyr_orchid.n.01', 'name': 'satyr_orchid'}, {'id': 18734, 'synset': 'frog_orchid.n.02', 'name': 'frog_orchid'}, {'id': 18735, 'synset': 'coelogyne.n.01', 'name': 'coelogyne'}, {'id': 18736, 'synset': 'coral_root.n.01', 'name': 'coral_root'}, {'id': 18737, 'synset': 'spotted_coral_root.n.01', 'name': 'spotted_coral_root'}, {'id': 18738, 'synset': 'striped_coral_root.n.01', 'name': 'striped_coral_root'}, {'id': 18739, 'synset': 'early_coral_root.n.01', 'name': 'early_coral_root'}, {'id': 18740, 'synset': 'swan_orchid.n.01', 'name': 'swan_orchid'}, {'id': 18741, 'synset': 'cymbid.n.01', 'name': 'cymbid'}, {'id': 18742, 'synset': 'cypripedia.n.01', 'name': 'cypripedia'}, {'id': 18743, 'synset': "lady's_slipper.n.01", 'name': "lady's_slipper"}, {'id': 18744, 'synset': 'moccasin_flower.n.01', 'name': 'moccasin_flower'}, {'id': 18745, 'synset': "common_lady's-slipper.n.01", 'name': "common_lady's-slipper"}, {'id': 18746, 'synset': "ram's-head.n.01", 'name': "ram's-head"}, {'id': 18747, 'synset': "yellow_lady's_slipper.n.01", 'name': "yellow_lady's_slipper"}, {'id': 18748, 'synset': "large_yellow_lady's_slipper.n.01", 'name': "large_yellow_lady's_slipper"}, {'id': 18749, 'synset': "california_lady's_slipper.n.01", 'name': "California_lady's_slipper"}, {'id': 18750, 'synset': "clustered_lady's_slipper.n.01", 'name': "clustered_lady's_slipper"}, {'id': 18751, 'synset': "mountain_lady's_slipper.n.01", 'name': "mountain_lady's_slipper"}, {'id': 18752, 'synset': 'marsh_orchid.n.01', 'name': 'marsh_orchid'}, {'id': 18753, 'synset': 'common_spotted_orchid.n.01', 'name': 'common_spotted_orchid'}, {'id': 18754, 'synset': 'dendrobium.n.01', 'name': 'dendrobium'}, {'id': 18755, 'synset': 'disa.n.01', 'name': 'disa'}, {'id': 18756, 'synset': 'phantom_orchid.n.01', 'name': 'phantom_orchid'}, {'id': 18757, 'synset': 'tulip_orchid.n.01', 'name': 'tulip_orchid'}, {'id': 18758, 'synset': 'butterfly_orchid.n.04', 'name': 'butterfly_orchid'}, {'id': 18759, 'synset': 'butterfly_orchid.n.03', 'name': 'butterfly_orchid'}, {'id': 18760, 'synset': 'epidendron.n.01', 'name': 'epidendron'}, {'id': 18761, 'synset': 'helleborine.n.02', 'name': 'helleborine'}, {'id': 18762, 'synset': 'epipactis_helleborine.n.01', 'name': 'Epipactis_helleborine'}, {'id': 18763, 'synset': 'stream_orchid.n.01', 'name': 'stream_orchid'}, {'id': 18764, 'synset': 'tongueflower.n.01', 'name': 'tongueflower'}, {'id': 18765, 'synset': 'rattlesnake_plantain.n.01', 'name': 'rattlesnake_plantain'}, {'id': 18766, 'synset': 'fragrant_orchid.n.01', 'name': 'fragrant_orchid'}, {'id': 18767, 'synset': 'short-spurred_fragrant_orchid.n.01', 'name': 'short-spurred_fragrant_orchid'}, {'id': 18768, 'synset': 'fringed_orchis.n.01', 'name': 'fringed_orchis'}, {'id': 18769, 'synset': 'frog_orchid.n.01', 'name': 'frog_orchid'}, {'id': 18770, 'synset': 'rein_orchid.n.01', 'name': 'rein_orchid'}, {'id': 18771, 'synset': 'bog_rein_orchid.n.01', 'name': 'bog_rein_orchid'}, {'id': 18772, 'synset': 'white_fringed_orchis.n.01', 'name': 'white_fringed_orchis'}, {'id': 18773, 'synset': 'elegant_habenaria.n.01', 'name': 'elegant_Habenaria'}, {'id': 18774, 'synset': 'purple-fringed_orchid.n.02', 'name': 'purple-fringed_orchid'}, {'id': 18775, 'synset': 'coastal_rein_orchid.n.01', 'name': 'coastal_rein_orchid'}, {'id': 18776, 'synset': "hooker's_orchid.n.01", 'name': "Hooker's_orchid"}, {'id': 18777, 'synset': 'ragged_orchid.n.01', 'name': 'ragged_orchid'}, {'id': 18778, 'synset': 'prairie_orchid.n.01', 'name': 'prairie_orchid'}, {'id': 18779, 'synset': 'snowy_orchid.n.01', 'name': 'snowy_orchid'}, {'id': 18780, 'synset': 'round-leaved_rein_orchid.n.01', 'name': 'round-leaved_rein_orchid'}, {'id': 18781, 'synset': 'purple_fringeless_orchid.n.01', 'name': 'purple_fringeless_orchid'}, {'id': 18782, 'synset': 'purple-fringed_orchid.n.01', 'name': 'purple-fringed_orchid'}, {'id': 18783, 'synset': 'alaska_rein_orchid.n.01', 'name': 'Alaska_rein_orchid'}, {'id': 18784, 'synset': 'crested_coral_root.n.01', 'name': 'crested_coral_root'}, {'id': 18785, 'synset': 'texas_purple_spike.n.01', 'name': 'Texas_purple_spike'}, {'id': 18786, 'synset': 'lizard_orchid.n.01', 'name': 'lizard_orchid'}, {'id': 18787, 'synset': 'laelia.n.01', 'name': 'laelia'}, {'id': 18788, 'synset': 'liparis.n.01', 'name': 'liparis'}, {'id': 18789, 'synset': 'twayblade.n.02', 'name': 'twayblade'}, {'id': 18790, 'synset': 'fen_orchid.n.01', 'name': 'fen_orchid'}, {'id': 18791, 'synset': 'broad-leaved_twayblade.n.01', 'name': 'broad-leaved_twayblade'}, {'id': 18792, 'synset': 'lesser_twayblade.n.01', 'name': 'lesser_twayblade'}, {'id': 18793, 'synset': 'twayblade.n.01', 'name': 'twayblade'}, {'id': 18794, 'synset': "green_adder's_mouth.n.01", 'name': "green_adder's_mouth"}, {'id': 18795, 'synset': 'masdevallia.n.01', 'name': 'masdevallia'}, {'id': 18796, 'synset': 'maxillaria.n.01', 'name': 'maxillaria'}, {'id': 18797, 'synset': 'pansy_orchid.n.01', 'name': 'pansy_orchid'}, {'id': 18798, 'synset': 'odontoglossum.n.01', 'name': 'odontoglossum'}, {'id': 18799, 'synset': 'oncidium.n.01', 'name': 'oncidium'}, {'id': 18800, 'synset': 'bee_orchid.n.01', 'name': 'bee_orchid'}, {'id': 18801, 'synset': 'fly_orchid.n.02', 'name': 'fly_orchid'}, {'id': 18802, 'synset': 'spider_orchid.n.01', 'name': 'spider_orchid'}, {'id': 18803, 'synset': 'early_spider_orchid.n.01', 'name': 'early_spider_orchid'}, {'id': 18804, 'synset': "venus'_slipper.n.01", 'name': "Venus'_slipper"}, {'id': 18805, 'synset': 'phaius.n.01', 'name': 'phaius'}, {'id': 18806, 'synset': 'moth_orchid.n.01', 'name': 'moth_orchid'}, {'id': 18807, 'synset': 'butterfly_plant.n.01', 'name': 'butterfly_plant'}, {'id': 18808, 'synset': 'rattlesnake_orchid.n.01', 'name': 'rattlesnake_orchid'}, {'id': 18809, 'synset': 'lesser_butterfly_orchid.n.01', 'name': 'lesser_butterfly_orchid'}, {'id': 18810, 'synset': 'greater_butterfly_orchid.n.01', 'name': 'greater_butterfly_orchid'}, {'id': 18811, 'synset': 'prairie_white-fringed_orchid.n.01', 'name': 'prairie_white-fringed_orchid'}, {'id': 18812, 'synset': 'tangle_orchid.n.01', 'name': 'tangle_orchid'}, {'id': 18813, 'synset': 'indian_crocus.n.01', 'name': 'Indian_crocus'}, {'id': 18814, 'synset': 'pleurothallis.n.01', 'name': 'pleurothallis'}, {'id': 18815, 'synset': 'pogonia.n.01', 'name': 'pogonia'}, {'id': 18816, 'synset': 'butterfly_orchid.n.01', 'name': 'butterfly_orchid'}, {'id': 18817, 'synset': 'psychopsis_krameriana.n.01', 'name': 'Psychopsis_krameriana'}, {'id': 18818, 'synset': 'psychopsis_papilio.n.01', 'name': 'Psychopsis_papilio'}, {'id': 18819, 'synset': 'helmet_orchid.n.01', 'name': 'helmet_orchid'}, {'id': 18820, 'synset': 'foxtail_orchid.n.01', 'name': 'foxtail_orchid'}, {'id': 18821, 'synset': 'orange-blossom_orchid.n.01', 'name': 'orange-blossom_orchid'}, {'id': 18822, 'synset': 'sobralia.n.01', 'name': 'sobralia'}, {'id': 18823, 'synset': "ladies'_tresses.n.01", 'name': "ladies'_tresses"}, {'id': 18824, 'synset': 'screw_augur.n.01', 'name': 'screw_augur'}, {'id': 18825, 'synset': "hooded_ladies'_tresses.n.01", 'name': "hooded_ladies'_tresses"}, {'id': 18826, 'synset': "western_ladies'_tresses.n.01", 'name': "western_ladies'_tresses"}, {'id': 18827, 'synset': "european_ladies'_tresses.n.01", 'name': "European_ladies'_tresses"}, {'id': 18828, 'synset': 'stanhopea.n.01', 'name': 'stanhopea'}, {'id': 18829, 'synset': 'stelis.n.01', 'name': 'stelis'}, {'id': 18830, 'synset': 'fly_orchid.n.01', 'name': 'fly_orchid'}, {'id': 18831, 'synset': 'vanda.n.01', 'name': 'vanda'}, {'id': 18832, 'synset': 'blue_orchid.n.01', 'name': 'blue_orchid'}, {'id': 18833, 'synset': 'vanilla.n.01', 'name': 'vanilla'}, {'id': 18834, 'synset': 'vanilla_orchid.n.01', 'name': 'vanilla_orchid'}, {'id': 18835, 'synset': 'yam.n.02', 'name': 'yam'}, {'id': 18836, 'synset': 'yam.n.01', 'name': 'yam'}, {'id': 18837, 'synset': 'white_yam.n.01', 'name': 'white_yam'}, {'id': 18838, 'synset': 'cinnamon_vine.n.01', 'name': 'cinnamon_vine'}, {'id': 18839, 'synset': "elephant's-foot.n.01", 'name': "elephant's-foot"}, {'id': 18840, 'synset': 'wild_yam.n.01', 'name': 'wild_yam'}, {'id': 18841, 'synset': 'cush-cush.n.01', 'name': 'cush-cush'}, {'id': 18842, 'synset': 'black_bryony.n.01', 'name': 'black_bryony'}, {'id': 18843, 'synset': 'primrose.n.01', 'name': 'primrose'}, {'id': 18844, 'synset': 'english_primrose.n.01', 'name': 'English_primrose'}, {'id': 18845, 'synset': 'cowslip.n.01', 'name': 'cowslip'}, {'id': 18846, 'synset': 'oxlip.n.01', 'name': 'oxlip'}, {'id': 18847, 'synset': 'chinese_primrose.n.01', 'name': 'Chinese_primrose'}, {'id': 18848, 'synset': 'polyanthus.n.01', 'name': 'polyanthus'}, {'id': 18849, 'synset': 'pimpernel.n.02', 'name': 'pimpernel'}, {'id': 18850, 'synset': 'scarlet_pimpernel.n.01', 'name': 'scarlet_pimpernel'}, {'id': 18851, 'synset': 'bog_pimpernel.n.01', 'name': 'bog_pimpernel'}, {'id': 18852, 'synset': 'chaffweed.n.01', 'name': 'chaffweed'}, {'id': 18853, 'synset': 'cyclamen.n.01', 'name': 'cyclamen'}, {'id': 18854, 'synset': 'sowbread.n.01', 'name': 'sowbread'}, {'id': 18855, 'synset': 'sea_milkwort.n.01', 'name': 'sea_milkwort'}, {'id': 18856, 'synset': 'featherfoil.n.01', 'name': 'featherfoil'}, {'id': 18857, 'synset': 'water_gillyflower.n.01', 'name': 'water_gillyflower'}, {'id': 18858, 'synset': 'water_violet.n.01', 'name': 'water_violet'}, {'id': 18859, 'synset': 'loosestrife.n.02', 'name': 'loosestrife'}, {'id': 18860, 'synset': 'gooseneck_loosestrife.n.01', 'name': 'gooseneck_loosestrife'}, {'id': 18861, 'synset': 'yellow_pimpernel.n.01', 'name': 'yellow_pimpernel'}, {'id': 18862, 'synset': 'fringed_loosestrife.n.01', 'name': 'fringed_loosestrife'}, {'id': 18863, 'synset': 'moneywort.n.01', 'name': 'moneywort'}, {'id': 18864, 'synset': 'swamp_candles.n.01', 'name': 'swamp_candles'}, {'id': 18865, 'synset': 'whorled_loosestrife.n.01', 'name': 'whorled_loosestrife'}, {'id': 18866, 'synset': 'water_pimpernel.n.01', 'name': 'water_pimpernel'}, {'id': 18867, 'synset': 'brookweed.n.02', 'name': 'brookweed'}, {'id': 18868, 'synset': 'brookweed.n.01', 'name': 'brookweed'}, {'id': 18869, 'synset': 'coralberry.n.02', 'name': 'coralberry'}, {'id': 18870, 'synset': 'marlberry.n.01', 'name': 'marlberry'}, {'id': 18871, 'synset': 'plumbago.n.02', 'name': 'plumbago'}, {'id': 18872, 'synset': 'leadwort.n.01', 'name': 'leadwort'}, {'id': 18873, 'synset': 'thrift.n.01', 'name': 'thrift'}, {'id': 18874, 'synset': 'sea_lavender.n.01', 'name': 'sea_lavender'}, {'id': 18875, 'synset': 'barbasco.n.01', 'name': 'barbasco'}, {'id': 18876, 'synset': 'gramineous_plant.n.01', 'name': 'gramineous_plant'}, {'id': 18877, 'synset': 'grass.n.01', 'name': 'grass'}, {'id': 18878, 'synset': 'midgrass.n.01', 'name': 'midgrass'}, {'id': 18879, 'synset': 'shortgrass.n.01', 'name': 'shortgrass'}, {'id': 18880, 'synset': 'sword_grass.n.01', 'name': 'sword_grass'}, {'id': 18881, 'synset': 'tallgrass.n.01', 'name': 'tallgrass'}, {'id': 18882, 'synset': 'herbage.n.01', 'name': 'herbage'}, {'id': 18883, 'synset': 'goat_grass.n.01', 'name': 'goat_grass'}, {'id': 18884, 'synset': 'wheatgrass.n.01', 'name': 'wheatgrass'}, {'id': 18885, 'synset': 'crested_wheatgrass.n.01', 'name': 'crested_wheatgrass'}, {'id': 18886, 'synset': 'bearded_wheatgrass.n.01', 'name': 'bearded_wheatgrass'}, {'id': 18887, 'synset': 'western_wheatgrass.n.01', 'name': 'western_wheatgrass'}, {'id': 18888, 'synset': 'intermediate_wheatgrass.n.01', 'name': 'intermediate_wheatgrass'}, {'id': 18889, 'synset': 'slender_wheatgrass.n.01', 'name': 'slender_wheatgrass'}, {'id': 18890, 'synset': 'velvet_bent.n.01', 'name': 'velvet_bent'}, {'id': 18891, 'synset': 'cloud_grass.n.01', 'name': 'cloud_grass'}, {'id': 18892, 'synset': 'meadow_foxtail.n.01', 'name': 'meadow_foxtail'}, {'id': 18893, 'synset': 'foxtail.n.01', 'name': 'foxtail'}, {'id': 18894, 'synset': 'broom_grass.n.01', 'name': 'broom_grass'}, {'id': 18895, 'synset': 'broom_sedge.n.01', 'name': 'broom_sedge'}, {'id': 18896, 'synset': 'tall_oat_grass.n.01', 'name': 'tall_oat_grass'}, {'id': 18897, 'synset': 'toetoe.n.02', 'name': 'toetoe'}, {'id': 18898, 'synset': 'oat.n.01', 'name': 'oat'}, {'id': 18899, 'synset': 'cereal_oat.n.01', 'name': 'cereal_oat'}, {'id': 18900, 'synset': 'wild_oat.n.01', 'name': 'wild_oat'}, {'id': 18901, 'synset': 'slender_wild_oat.n.01', 'name': 'slender_wild_oat'}, {'id': 18902, 'synset': 'wild_red_oat.n.01', 'name': 'wild_red_oat'}, {'id': 18903, 'synset': 'brome.n.01', 'name': 'brome'}, {'id': 18904, 'synset': 'chess.n.01', 'name': 'chess'}, {'id': 18905, 'synset': 'field_brome.n.01', 'name': 'field_brome'}, {'id': 18906, 'synset': 'grama.n.01', 'name': 'grama'}, {'id': 18907, 'synset': 'black_grama.n.01', 'name': 'black_grama'}, {'id': 18908, 'synset': 'buffalo_grass.n.02', 'name': 'buffalo_grass'}, {'id': 18909, 'synset': 'reed_grass.n.01', 'name': 'reed_grass'}, {'id': 18910, 'synset': 'feather_reed_grass.n.01', 'name': 'feather_reed_grass'}, {'id': 18911, 'synset': 'australian_reed_grass.n.01', 'name': 'Australian_reed_grass'}, {'id': 18912, 'synset': 'burgrass.n.01', 'name': 'burgrass'}, {'id': 18913, 'synset': 'buffel_grass.n.01', 'name': 'buffel_grass'}, {'id': 18914, 'synset': 'rhodes_grass.n.01', 'name': 'Rhodes_grass'}, {'id': 18915, 'synset': 'pampas_grass.n.01', 'name': 'pampas_grass'}, {'id': 18916, 'synset': 'giant_star_grass.n.01', 'name': 'giant_star_grass'}, {'id': 18917, 'synset': 'orchard_grass.n.01', 'name': 'orchard_grass'}, {'id': 18918, 'synset': 'egyptian_grass.n.01', 'name': 'Egyptian_grass'}, {'id': 18919, 'synset': 'crabgrass.n.01', 'name': 'crabgrass'}, {'id': 18920, 'synset': 'smooth_crabgrass.n.01', 'name': 'smooth_crabgrass'}, {'id': 18921, 'synset': 'large_crabgrass.n.01', 'name': 'large_crabgrass'}, {'id': 18922, 'synset': 'barnyard_grass.n.01', 'name': 'barnyard_grass'}, {'id': 18923, 'synset': 'japanese_millet.n.01', 'name': 'Japanese_millet'}, {'id': 18924, 'synset': 'yardgrass.n.01', 'name': 'yardgrass'}, {'id': 18925, 'synset': 'finger_millet.n.01', 'name': 'finger_millet'}, {'id': 18926, 'synset': 'lyme_grass.n.01', 'name': 'lyme_grass'}, {'id': 18927, 'synset': 'wild_rye.n.01', 'name': 'wild_rye'}, {'id': 18928, 'synset': 'giant_ryegrass.n.01', 'name': 'giant_ryegrass'}, {'id': 18929, 'synset': 'sea_lyme_grass.n.01', 'name': 'sea_lyme_grass'}, {'id': 18930, 'synset': 'canada_wild_rye.n.01', 'name': 'Canada_wild_rye'}, {'id': 18931, 'synset': 'teff.n.01', 'name': 'teff'}, {'id': 18932, 'synset': 'weeping_love_grass.n.01', 'name': 'weeping_love_grass'}, {'id': 18933, 'synset': 'plume_grass.n.01', 'name': 'plume_grass'}, {'id': 18934, 'synset': 'ravenna_grass.n.01', 'name': 'Ravenna_grass'}, {'id': 18935, 'synset': 'fescue.n.01', 'name': 'fescue'}, {'id': 18936, 'synset': 'reed_meadow_grass.n.01', 'name': 'reed_meadow_grass'}, {'id': 18937, 'synset': 'velvet_grass.n.01', 'name': 'velvet_grass'}, {'id': 18938, 'synset': 'creeping_soft_grass.n.01', 'name': 'creeping_soft_grass'}, {'id': 18939, 'synset': 'barleycorn.n.01', 'name': 'barleycorn'}, {'id': 18940, 'synset': 'barley_grass.n.01', 'name': 'barley_grass'}, {'id': 18941, 'synset': 'little_barley.n.01', 'name': 'little_barley'}, {'id': 18942, 'synset': 'rye_grass.n.01', 'name': 'rye_grass'}, {'id': 18943, 'synset': 'perennial_ryegrass.n.01', 'name': 'perennial_ryegrass'}, {'id': 18944, 'synset': 'italian_ryegrass.n.01', 'name': 'Italian_ryegrass'}, {'id': 18945, 'synset': 'darnel.n.01', 'name': 'darnel'}, {'id': 18946, 'synset': 'nimblewill.n.01', 'name': 'nimblewill'}, {'id': 18947, 'synset': 'cultivated_rice.n.01', 'name': 'cultivated_rice'}, {'id': 18948, 'synset': 'ricegrass.n.01', 'name': 'ricegrass'}, {'id': 18949, 'synset': 'smilo.n.01', 'name': 'smilo'}, {'id': 18950, 'synset': 'switch_grass.n.01', 'name': 'switch_grass'}, {'id': 18951, 'synset': 'broomcorn_millet.n.01', 'name': 'broomcorn_millet'}, {'id': 18952, 'synset': 'goose_grass.n.03', 'name': 'goose_grass'}, {'id': 18953, 'synset': 'dallisgrass.n.01', 'name': 'dallisgrass'}, {'id': 18954, 'synset': 'bahia_grass.n.01', 'name': 'Bahia_grass'}, {'id': 18955, 'synset': 'knotgrass.n.01', 'name': 'knotgrass'}, {'id': 18956, 'synset': 'fountain_grass.n.01', 'name': 'fountain_grass'}, {'id': 18957, 'synset': 'reed_canary_grass.n.01', 'name': 'reed_canary_grass'}, {'id': 18958, 'synset': 'canary_grass.n.01', 'name': 'canary_grass'}, {'id': 18959, 'synset': 'timothy.n.01', 'name': 'timothy'}, {'id': 18960, 'synset': 'bluegrass.n.01', 'name': 'bluegrass'}, {'id': 18961, 'synset': 'meadowgrass.n.01', 'name': 'meadowgrass'}, {'id': 18962, 'synset': 'wood_meadowgrass.n.01', 'name': 'wood_meadowgrass'}, {'id': 18963, 'synset': 'noble_cane.n.01', 'name': 'noble_cane'}, {'id': 18964, 'synset': 'munj.n.01', 'name': 'munj'}, {'id': 18965, 'synset': 'broom_beard_grass.n.01', 'name': 'broom_beard_grass'}, {'id': 18966, 'synset': 'bluestem.n.01', 'name': 'bluestem'}, {'id': 18967, 'synset': 'rye.n.02', 'name': 'rye'}, {'id': 18968, 'synset': 'bristlegrass.n.01', 'name': 'bristlegrass'}, {'id': 18969, 'synset': 'giant_foxtail.n.01', 'name': 'giant_foxtail'}, {'id': 18970, 'synset': 'yellow_bristlegrass.n.01', 'name': 'yellow_bristlegrass'}, {'id': 18971, 'synset': 'green_bristlegrass.n.01', 'name': 'green_bristlegrass'}, {'id': 18972, 'synset': 'siberian_millet.n.01', 'name': 'Siberian_millet'}, {'id': 18973, 'synset': 'german_millet.n.01', 'name': 'German_millet'}, {'id': 18974, 'synset': 'millet.n.01', 'name': 'millet'}, {'id': 18975, 'synset': 'rattan.n.02', 'name': 'rattan'}, {'id': 18976, 'synset': 'malacca.n.01', 'name': 'malacca'}, {'id': 18977, 'synset': 'reed.n.01', 'name': 'reed'}, {'id': 18978, 'synset': 'sorghum.n.01', 'name': 'sorghum'}, {'id': 18979, 'synset': 'grain_sorghum.n.01', 'name': 'grain_sorghum'}, {'id': 18980, 'synset': 'durra.n.01', 'name': 'durra'}, {'id': 18981, 'synset': 'feterita.n.01', 'name': 'feterita'}, {'id': 18982, 'synset': 'hegari.n.01', 'name': 'hegari'}, {'id': 18983, 'synset': 'kaoliang.n.01', 'name': 'kaoliang'}, {'id': 18984, 'synset': 'milo.n.01', 'name': 'milo'}, {'id': 18985, 'synset': 'shallu.n.01', 'name': 'shallu'}, {'id': 18986, 'synset': 'broomcorn.n.01', 'name': 'broomcorn'}, {'id': 18987, 'synset': 'cordgrass.n.01', 'name': 'cordgrass'}, {'id': 18988, 'synset': 'salt_reed_grass.n.01', 'name': 'salt_reed_grass'}, {'id': 18989, 'synset': 'prairie_cordgrass.n.01', 'name': 'prairie_cordgrass'}, {'id': 18990, 'synset': 'smut_grass.n.01', 'name': 'smut_grass'}, {'id': 18991, 'synset': 'sand_dropseed.n.01', 'name': 'sand_dropseed'}, {'id': 18992, 'synset': 'rush_grass.n.01', 'name': 'rush_grass'}, {'id': 18993, 'synset': 'st._augustine_grass.n.01', 'name': 'St._Augustine_grass'}, {'id': 18994, 'synset': 'grain.n.08', 'name': 'grain'}, {'id': 18995, 'synset': 'cereal.n.01', 'name': 'cereal'}, {'id': 18996, 'synset': 'wheat.n.01', 'name': 'wheat'}, {'id': 18997, 'synset': 'wheat_berry.n.01', 'name': 'wheat_berry'}, {'id': 18998, 'synset': 'durum.n.01', 'name': 'durum'}, {'id': 18999, 'synset': 'spelt.n.01', 'name': 'spelt'}, {'id': 19000, 'synset': 'emmer.n.01', 'name': 'emmer'}, {'id': 19001, 'synset': 'wild_wheat.n.01', 'name': 'wild_wheat'}, {'id': 19002, 'synset': 'corn.n.01', 'name': 'corn'}, {'id': 19003, 'synset': 'mealie.n.01', 'name': 'mealie'}, {'id': 19004, 'synset': 'corn.n.02', 'name': 'corn'}, {'id': 19005, 'synset': 'dent_corn.n.01', 'name': 'dent_corn'}, {'id': 19006, 'synset': 'flint_corn.n.01', 'name': 'flint_corn'}, {'id': 19007, 'synset': 'popcorn.n.01', 'name': 'popcorn'}, {'id': 19008, 'synset': 'zoysia.n.01', 'name': 'zoysia'}, {'id': 19009, 'synset': 'manila_grass.n.01', 'name': 'Manila_grass'}, {'id': 19010, 'synset': 'korean_lawn_grass.n.01', 'name': 'Korean_lawn_grass'}, {'id': 19011, 'synset': 'common_bamboo.n.01', 'name': 'common_bamboo'}, {'id': 19012, 'synset': 'giant_bamboo.n.01', 'name': 'giant_bamboo'}, {'id': 19013, 'synset': 'umbrella_plant.n.03', 'name': 'umbrella_plant'}, {'id': 19014, 'synset': 'chufa.n.01', 'name': 'chufa'}, {'id': 19015, 'synset': 'galingale.n.01', 'name': 'galingale'}, {'id': 19016, 'synset': 'nutgrass.n.01', 'name': 'nutgrass'}, {'id': 19017, 'synset': 'sand_sedge.n.01', 'name': 'sand_sedge'}, {'id': 19018, 'synset': 'cypress_sedge.n.01', 'name': 'cypress_sedge'}, {'id': 19019, 'synset': 'cotton_grass.n.01', 'name': 'cotton_grass'}, {'id': 19020, 'synset': 'common_cotton_grass.n.01', 'name': 'common_cotton_grass'}, {'id': 19021, 'synset': 'hardstem_bulrush.n.01', 'name': 'hardstem_bulrush'}, {'id': 19022, 'synset': 'wool_grass.n.01', 'name': 'wool_grass'}, {'id': 19023, 'synset': 'spike_rush.n.01', 'name': 'spike_rush'}, {'id': 19024, 'synset': 'water_chestnut.n.02', 'name': 'water_chestnut'}, {'id': 19025, 'synset': 'needle_spike_rush.n.01', 'name': 'needle_spike_rush'}, {'id': 19026, 'synset': 'creeping_spike_rush.n.01', 'name': 'creeping_spike_rush'}, {'id': 19027, 'synset': 'pandanus.n.02', 'name': 'pandanus'}, {'id': 19028, 'synset': 'textile_screw_pine.n.01', 'name': 'textile_screw_pine'}, {'id': 19029, 'synset': 'cattail.n.01', 'name': 'cattail'}, {'id': 19030, 'synset': "cat's-tail.n.01", 'name': "cat's-tail"}, {'id': 19031, 'synset': 'bur_reed.n.01', 'name': 'bur_reed'}, {'id': 19032, 'synset': 'grain.n.07', 'name': 'grain'}, {'id': 19033, 'synset': 'kernel.n.02', 'name': 'kernel'}, {'id': 19034, 'synset': 'rye.n.01', 'name': 'rye'}, {'id': 19035, 'synset': 'gourd.n.03', 'name': 'gourd'}, {'id': 19036, 'synset': 'pumpkin.n.01', 'name': 'pumpkin'}, {'id': 19037, 'synset': 'squash.n.01', 'name': 'squash'}, {'id': 19038, 'synset': 'summer_squash.n.01', 'name': 'summer_squash'}, {'id': 19039, 'synset': 'yellow_squash.n.01', 'name': 'yellow_squash'}, {'id': 19040, 'synset': 'marrow.n.02', 'name': 'marrow'}, {'id': 19041, 'synset': 'zucchini.n.01', 'name': 'zucchini'}, {'id': 19042, 'synset': 'cocozelle.n.01', 'name': 'cocozelle'}, {'id': 19043, 'synset': 'cymling.n.01', 'name': 'cymling'}, {'id': 19044, 'synset': 'spaghetti_squash.n.01', 'name': 'spaghetti_squash'}, {'id': 19045, 'synset': 'winter_squash.n.01', 'name': 'winter_squash'}, {'id': 19046, 'synset': 'acorn_squash.n.01', 'name': 'acorn_squash'}, {'id': 19047, 'synset': 'hubbard_squash.n.01', 'name': 'hubbard_squash'}, {'id': 19048, 'synset': 'turban_squash.n.01', 'name': 'turban_squash'}, {'id': 19049, 'synset': 'buttercup_squash.n.01', 'name': 'buttercup_squash'}, {'id': 19050, 'synset': 'butternut_squash.n.01', 'name': 'butternut_squash'}, {'id': 19051, 'synset': 'winter_crookneck.n.01', 'name': 'winter_crookneck'}, {'id': 19052, 'synset': 'cushaw.n.01', 'name': 'cushaw'}, {'id': 19053, 'synset': 'prairie_gourd.n.02', 'name': 'prairie_gourd'}, {'id': 19054, 'synset': 'prairie_gourd.n.01', 'name': 'prairie_gourd'}, {'id': 19055, 'synset': 'bryony.n.01', 'name': 'bryony'}, {'id': 19056, 'synset': 'white_bryony.n.01', 'name': 'white_bryony'}, {'id': 19057, 'synset': 'sweet_melon.n.01', 'name': 'sweet_melon'}, {'id': 19058, 'synset': 'cantaloupe.n.01', 'name': 'cantaloupe'}, {'id': 19059, 'synset': 'winter_melon.n.01', 'name': 'winter_melon'}, {'id': 19060, 'synset': 'net_melon.n.01', 'name': 'net_melon'}, {'id': 19061, 'synset': 'cucumber.n.01', 'name': 'cucumber'}, {'id': 19062, 'synset': 'squirting_cucumber.n.01', 'name': 'squirting_cucumber'}, {'id': 19063, 'synset': 'bottle_gourd.n.01', 'name': 'bottle_gourd'}, {'id': 19064, 'synset': 'luffa.n.02', 'name': 'luffa'}, {'id': 19065, 'synset': 'loofah.n.02', 'name': 'loofah'}, {'id': 19066, 'synset': 'angled_loofah.n.01', 'name': 'angled_loofah'}, {'id': 19067, 'synset': 'loofa.n.01', 'name': 'loofa'}, {'id': 19068, 'synset': 'balsam_apple.n.01', 'name': 'balsam_apple'}, {'id': 19069, 'synset': 'balsam_pear.n.01', 'name': 'balsam_pear'}, {'id': 19070, 'synset': 'lobelia.n.01', 'name': 'lobelia'}, {'id': 19071, 'synset': 'water_lobelia.n.01', 'name': 'water_lobelia'}, {'id': 19072, 'synset': 'mallow.n.01', 'name': 'mallow'}, {'id': 19073, 'synset': 'musk_mallow.n.02', 'name': 'musk_mallow'}, {'id': 19074, 'synset': 'common_mallow.n.01', 'name': 'common_mallow'}, {'id': 19075, 'synset': 'okra.n.02', 'name': 'okra'}, {'id': 19076, 'synset': 'okra.n.01', 'name': 'okra'}, {'id': 19077, 'synset': 'abelmosk.n.01', 'name': 'abelmosk'}, {'id': 19078, 'synset': 'flowering_maple.n.01', 'name': 'flowering_maple'}, {'id': 19079, 'synset': 'velvetleaf.n.02', 'name': 'velvetleaf'}, {'id': 19080, 'synset': 'hollyhock.n.02', 'name': 'hollyhock'}, {'id': 19081, 'synset': 'rose_mallow.n.02', 'name': 'rose_mallow'}, {'id': 19082, 'synset': 'althea.n.01', 'name': 'althea'}, {'id': 19083, 'synset': 'marsh_mallow.n.01', 'name': 'marsh_mallow'}, {'id': 19084, 'synset': 'poppy_mallow.n.01', 'name': 'poppy_mallow'}, {'id': 19085, 'synset': 'fringed_poppy_mallow.n.01', 'name': 'fringed_poppy_mallow'}, {'id': 19086, 'synset': 'purple_poppy_mallow.n.01', 'name': 'purple_poppy_mallow'}, {'id': 19087, 'synset': 'clustered_poppy_mallow.n.01', 'name': 'clustered_poppy_mallow'}, {'id': 19088, 'synset': 'sea_island_cotton.n.01', 'name': 'sea_island_cotton'}, {'id': 19089, 'synset': 'levant_cotton.n.01', 'name': 'Levant_cotton'}, {'id': 19090, 'synset': 'upland_cotton.n.01', 'name': 'upland_cotton'}, {'id': 19091, 'synset': 'peruvian_cotton.n.01', 'name': 'Peruvian_cotton'}, {'id': 19092, 'synset': 'wild_cotton.n.01', 'name': 'wild_cotton'}, {'id': 19093, 'synset': 'kenaf.n.02', 'name': 'kenaf'}, {'id': 19094, 'synset': 'sorrel_tree.n.02', 'name': 'sorrel_tree'}, {'id': 19095, 'synset': 'rose_mallow.n.01', 'name': 'rose_mallow'}, {'id': 19096, 'synset': 'cotton_rose.n.01', 'name': 'cotton_rose'}, {'id': 19097, 'synset': 'roselle.n.01', 'name': 'roselle'}, {'id': 19098, 'synset': 'mahoe.n.01', 'name': 'mahoe'}, {'id': 19099, 'synset': 'flower-of-an-hour.n.01', 'name': 'flower-of-an-hour'}, {'id': 19100, 'synset': 'lacebark.n.01', 'name': 'lacebark'}, {'id': 19101, 'synset': 'wild_hollyhock.n.02', 'name': 'wild_hollyhock'}, {'id': 19102, 'synset': 'mountain_hollyhock.n.01', 'name': 'mountain_hollyhock'}, {'id': 19103, 'synset': 'seashore_mallow.n.01', 'name': 'seashore_mallow'}, {'id': 19104, 'synset': 'salt_marsh_mallow.n.01', 'name': 'salt_marsh_mallow'}, {'id': 19105, 'synset': 'chaparral_mallow.n.01', 'name': 'chaparral_mallow'}, {'id': 19106, 'synset': 'malope.n.01', 'name': 'malope'}, {'id': 19107, 'synset': 'false_mallow.n.02', 'name': 'false_mallow'}, {'id': 19108, 'synset': 'waxmallow.n.01', 'name': 'waxmallow'}, {'id': 19109, 'synset': 'glade_mallow.n.01', 'name': 'glade_mallow'}, {'id': 19110, 'synset': 'pavonia.n.01', 'name': 'pavonia'}, {'id': 19111, 'synset': 'ribbon_tree.n.01', 'name': 'ribbon_tree'}, {'id': 19112, 'synset': 'bush_hibiscus.n.01', 'name': 'bush_hibiscus'}, {'id': 19113, 'synset': 'virginia_mallow.n.01', 'name': 'Virginia_mallow'}, {'id': 19114, 'synset': 'queensland_hemp.n.01', 'name': 'Queensland_hemp'}, {'id': 19115, 'synset': 'indian_mallow.n.01', 'name': 'Indian_mallow'}, {'id': 19116, 'synset': 'checkerbloom.n.01', 'name': 'checkerbloom'}, {'id': 19117, 'synset': 'globe_mallow.n.01', 'name': 'globe_mallow'}, {'id': 19118, 'synset': 'prairie_mallow.n.01', 'name': 'prairie_mallow'}, {'id': 19119, 'synset': 'tulipwood_tree.n.01', 'name': 'tulipwood_tree'}, {'id': 19120, 'synset': 'portia_tree.n.01', 'name': 'portia_tree'}, {'id': 19121, 'synset': 'red_silk-cotton_tree.n.01', 'name': 'red_silk-cotton_tree'}, {'id': 19122, 'synset': 'cream-of-tartar_tree.n.01', 'name': 'cream-of-tartar_tree'}, {'id': 19123, 'synset': 'baobab.n.01', 'name': 'baobab'}, {'id': 19124, 'synset': 'kapok.n.02', 'name': 'kapok'}, {'id': 19125, 'synset': 'durian.n.01', 'name': 'durian'}, {'id': 19126, 'synset': 'montezuma.n.01', 'name': 'Montezuma'}, {'id': 19127, 'synset': 'shaving-brush_tree.n.01', 'name': 'shaving-brush_tree'}, {'id': 19128, 'synset': 'quandong.n.03', 'name': 'quandong'}, {'id': 19129, 'synset': 'quandong.n.02', 'name': 'quandong'}, {'id': 19130, 'synset': 'makomako.n.01', 'name': 'makomako'}, {'id': 19131, 'synset': 'jamaican_cherry.n.01', 'name': 'Jamaican_cherry'}, {'id': 19132, 'synset': 'breakax.n.01', 'name': 'breakax'}, {'id': 19133, 'synset': 'sterculia.n.01', 'name': 'sterculia'}, {'id': 19134, 'synset': 'panama_tree.n.01', 'name': 'Panama_tree'}, {'id': 19135, 'synset': 'kalumpang.n.01', 'name': 'kalumpang'}, {'id': 19136, 'synset': 'bottle-tree.n.01', 'name': 'bottle-tree'}, {'id': 19137, 'synset': 'flame_tree.n.04', 'name': 'flame_tree'}, {'id': 19138, 'synset': 'flame_tree.n.03', 'name': 'flame_tree'}, {'id': 19139, 'synset': 'kurrajong.n.01', 'name': 'kurrajong'}, {'id': 19140, 'synset': 'queensland_bottletree.n.01', 'name': 'Queensland_bottletree'}, {'id': 19141, 'synset': 'kola.n.01', 'name': 'kola'}, {'id': 19142, 'synset': 'kola_nut.n.01', 'name': 'kola_nut'}, {'id': 19143, 'synset': 'chinese_parasol_tree.n.01', 'name': 'Chinese_parasol_tree'}, {'id': 19144, 'synset': 'flannelbush.n.01', 'name': 'flannelbush'}, {'id': 19145, 'synset': 'screw_tree.n.01', 'name': 'screw_tree'}, {'id': 19146, 'synset': 'nut-leaved_screw_tree.n.01', 'name': 'nut-leaved_screw_tree'}, {'id': 19147, 'synset': 'red_beech.n.02', 'name': 'red_beech'}, {'id': 19148, 'synset': 'looking_glass_tree.n.01', 'name': 'looking_glass_tree'}, {'id': 19149, 'synset': 'looking-glass_plant.n.01', 'name': 'looking-glass_plant'}, {'id': 19150, 'synset': 'honey_bell.n.01', 'name': 'honey_bell'}, {'id': 19151, 'synset': 'mayeng.n.01', 'name': 'mayeng'}, {'id': 19152, 'synset': 'silver_tree.n.02', 'name': 'silver_tree'}, {'id': 19153, 'synset': 'cacao.n.01', 'name': 'cacao'}, {'id': 19154, 'synset': 'obeche.n.02', 'name': 'obeche'}, {'id': 19155, 'synset': 'linden.n.02', 'name': 'linden'}, {'id': 19156, 'synset': 'american_basswood.n.01', 'name': 'American_basswood'}, {'id': 19157, 'synset': 'small-leaved_linden.n.01', 'name': 'small-leaved_linden'}, {'id': 19158, 'synset': 'white_basswood.n.01', 'name': 'white_basswood'}, {'id': 19159, 'synset': 'japanese_linden.n.01', 'name': 'Japanese_linden'}, {'id': 19160, 'synset': 'silver_lime.n.01', 'name': 'silver_lime'}, {'id': 19161, 'synset': 'corchorus.n.01', 'name': 'corchorus'}, {'id': 19162, 'synset': 'african_hemp.n.02', 'name': 'African_hemp'}, {'id': 19163, 'synset': 'herb.n.01', 'name': 'herb'}, {'id': 19164, 'synset': 'protea.n.01', 'name': 'protea'}, {'id': 19165, 'synset': 'honeypot.n.01', 'name': 'honeypot'}, {'id': 19166, 'synset': 'honeyflower.n.02', 'name': 'honeyflower'}, {'id': 19167, 'synset': 'banksia.n.01', 'name': 'banksia'}, {'id': 19168, 'synset': 'honeysuckle.n.02', 'name': 'honeysuckle'}, {'id': 19169, 'synset': 'smoke_bush.n.02', 'name': 'smoke_bush'}, {'id': 19170, 'synset': 'chilean_firebush.n.01', 'name': 'Chilean_firebush'}, {'id': 19171, 'synset': 'chilean_nut.n.01', 'name': 'Chilean_nut'}, {'id': 19172, 'synset': 'grevillea.n.01', 'name': 'grevillea'}, {'id': 19173, 'synset': 'red-flowered_silky_oak.n.01', 'name': 'red-flowered_silky_oak'}, {'id': 19174, 'synset': 'silky_oak.n.01', 'name': 'silky_oak'}, {'id': 19175, 'synset': 'beefwood.n.05', 'name': 'beefwood'}, {'id': 19176, 'synset': 'cushion_flower.n.01', 'name': 'cushion_flower'}, {'id': 19177, 'synset': 'rewa-rewa.n.01', 'name': 'rewa-rewa'}, {'id': 19178, 'synset': 'honeyflower.n.01', 'name': 'honeyflower'}, {'id': 19179, 'synset': 'silver_tree.n.01', 'name': 'silver_tree'}, {'id': 19180, 'synset': 'lomatia.n.01', 'name': 'lomatia'}, {'id': 19181, 'synset': 'macadamia.n.01', 'name': 'macadamia'}, {'id': 19182, 'synset': 'macadamia_integrifolia.n.01', 'name': 'Macadamia_integrifolia'}, {'id': 19183, 'synset': 'macadamia_nut.n.01', 'name': 'macadamia_nut'}, {'id': 19184, 'synset': 'queensland_nut.n.01', 'name': 'Queensland_nut'}, {'id': 19185, 'synset': 'prickly_ash.n.02', 'name': 'prickly_ash'}, {'id': 19186, 'synset': 'geebung.n.01', 'name': 'geebung'}, {'id': 19187, 'synset': 'wheel_tree.n.01', 'name': 'wheel_tree'}, {'id': 19188, 'synset': 'scrub_beefwood.n.01', 'name': 'scrub_beefwood'}, {'id': 19189, 'synset': 'waratah.n.02', 'name': 'waratah'}, {'id': 19190, 'synset': 'waratah.n.01', 'name': 'waratah'}, {'id': 19191, 'synset': 'casuarina.n.01', 'name': 'casuarina'}, {'id': 19192, 'synset': 'she-oak.n.01', 'name': 'she-oak'}, {'id': 19193, 'synset': 'beefwood.n.03', 'name': 'beefwood'}, {'id': 19194, 'synset': 'australian_pine.n.01', 'name': 'Australian_pine'}, {'id': 19195, 'synset': 'heath.n.01', 'name': 'heath'}, {'id': 19196, 'synset': 'tree_heath.n.02', 'name': 'tree_heath'}, {'id': 19197, 'synset': 'briarroot.n.01', 'name': 'briarroot'}, {'id': 19198, 'synset': 'winter_heath.n.01', 'name': 'winter_heath'}, {'id': 19199, 'synset': 'bell_heather.n.02', 'name': 'bell_heather'}, {'id': 19200, 'synset': 'cornish_heath.n.01', 'name': 'Cornish_heath'}, {'id': 19201, 'synset': 'spanish_heath.n.01', 'name': 'Spanish_heath'}, {'id': 19202, 'synset': "prince-of-wales'-heath.n.01", 'name': "Prince-of-Wales'-heath"}, {'id': 19203, 'synset': 'bog_rosemary.n.01', 'name': 'bog_rosemary'}, {'id': 19204, 'synset': 'marsh_andromeda.n.01', 'name': 'marsh_andromeda'}, {'id': 19205, 'synset': 'madrona.n.01', 'name': 'madrona'}, {'id': 19206, 'synset': 'strawberry_tree.n.01', 'name': 'strawberry_tree'}, {'id': 19207, 'synset': 'bearberry.n.03', 'name': 'bearberry'}, {'id': 19208, 'synset': 'alpine_bearberry.n.01', 'name': 'alpine_bearberry'}, {'id': 19209, 'synset': 'heartleaf_manzanita.n.01', 'name': 'heartleaf_manzanita'}, {'id': 19210, 'synset': 'parry_manzanita.n.01', 'name': 'Parry_manzanita'}, {'id': 19211, 'synset': 'spike_heath.n.01', 'name': 'spike_heath'}, {'id': 19212, 'synset': 'bryanthus.n.01', 'name': 'bryanthus'}, {'id': 19213, 'synset': 'leatherleaf.n.02', 'name': 'leatherleaf'}, {'id': 19214, 'synset': 'connemara_heath.n.01', 'name': 'Connemara_heath'}, {'id': 19215, 'synset': 'trailing_arbutus.n.01', 'name': 'trailing_arbutus'}, {'id': 19216, 'synset': 'creeping_snowberry.n.01', 'name': 'creeping_snowberry'}, {'id': 19217, 'synset': 'salal.n.01', 'name': 'salal'}, {'id': 19218, 'synset': 'huckleberry.n.02', 'name': 'huckleberry'}, {'id': 19219, 'synset': 'black_huckleberry.n.01', 'name': 'black_huckleberry'}, {'id': 19220, 'synset': 'dangleberry.n.01', 'name': 'dangleberry'}, {'id': 19221, 'synset': 'box_huckleberry.n.01', 'name': 'box_huckleberry'}, {'id': 19222, 'synset': 'kalmia.n.01', 'name': 'kalmia'}, {'id': 19223, 'synset': 'mountain_laurel.n.01', 'name': 'mountain_laurel'}, {'id': 19224, 'synset': 'swamp_laurel.n.01', 'name': 'swamp_laurel'}, {'id': 19225, 'synset': "trapper's_tea.n.01", 'name': "trapper's_tea"}, {'id': 19226, 'synset': 'wild_rosemary.n.01', 'name': 'wild_rosemary'}, {'id': 19227, 'synset': 'sand_myrtle.n.01', 'name': 'sand_myrtle'}, {'id': 19228, 'synset': 'leucothoe.n.01', 'name': 'leucothoe'}, {'id': 19229, 'synset': 'dog_laurel.n.01', 'name': 'dog_laurel'}, {'id': 19230, 'synset': 'sweet_bells.n.01', 'name': 'sweet_bells'}, {'id': 19231, 'synset': 'alpine_azalea.n.01', 'name': 'alpine_azalea'}, {'id': 19232, 'synset': 'staggerbush.n.01', 'name': 'staggerbush'}, {'id': 19233, 'synset': 'maleberry.n.01', 'name': 'maleberry'}, {'id': 19234, 'synset': 'fetterbush.n.02', 'name': 'fetterbush'}, {'id': 19235, 'synset': 'false_azalea.n.01', 'name': 'false_azalea'}, {'id': 19236, 'synset': 'minniebush.n.01', 'name': 'minniebush'}, {'id': 19237, 'synset': 'sorrel_tree.n.01', 'name': 'sorrel_tree'}, {'id': 19238, 'synset': 'mountain_heath.n.01', 'name': 'mountain_heath'}, {'id': 19239, 'synset': 'purple_heather.n.01', 'name': 'purple_heather'}, {'id': 19240, 'synset': 'fetterbush.n.01', 'name': 'fetterbush'}, {'id': 19241, 'synset': 'rhododendron.n.01', 'name': 'rhododendron'}, {'id': 19242, 'synset': 'coast_rhododendron.n.01', 'name': 'coast_rhododendron'}, {'id': 19243, 'synset': 'rosebay.n.01', 'name': 'rosebay'}, {'id': 19244, 'synset': 'swamp_azalea.n.01', 'name': 'swamp_azalea'}, {'id': 19245, 'synset': 'azalea.n.01', 'name': 'azalea'}, {'id': 19246, 'synset': 'cranberry.n.01', 'name': 'cranberry'}, {'id': 19247, 'synset': 'american_cranberry.n.01', 'name': 'American_cranberry'}, {'id': 19248, 'synset': 'european_cranberry.n.01', 'name': 'European_cranberry'}, {'id': 19249, 'synset': 'blueberry.n.01', 'name': 'blueberry'}, {'id': 19250, 'synset': 'farkleberry.n.01', 'name': 'farkleberry'}, {'id': 19251, 'synset': 'low-bush_blueberry.n.01', 'name': 'low-bush_blueberry'}, {'id': 19252, 'synset': 'rabbiteye_blueberry.n.01', 'name': 'rabbiteye_blueberry'}, {'id': 19253, 'synset': 'dwarf_bilberry.n.01', 'name': 'dwarf_bilberry'}, {'id': 19254, 'synset': 'evergreen_blueberry.n.01', 'name': 'evergreen_blueberry'}, {'id': 19255, 'synset': 'evergreen_huckleberry.n.01', 'name': 'evergreen_huckleberry'}, {'id': 19256, 'synset': 'bilberry.n.02', 'name': 'bilberry'}, {'id': 19257, 'synset': 'bilberry.n.01', 'name': 'bilberry'}, {'id': 19258, 'synset': 'bog_bilberry.n.01', 'name': 'bog_bilberry'}, {'id': 19259, 'synset': 'dryland_blueberry.n.01', 'name': 'dryland_blueberry'}, {'id': 19260, 'synset': 'grouseberry.n.01', 'name': 'grouseberry'}, {'id': 19261, 'synset': 'deerberry.n.01', 'name': 'deerberry'}, {'id': 19262, 'synset': 'cowberry.n.01', 'name': 'cowberry'}, {'id': 19263, 'synset': 'diapensia.n.01', 'name': 'diapensia'}, {'id': 19264, 'synset': 'galax.n.01', 'name': 'galax'}, {'id': 19265, 'synset': 'pyxie.n.01', 'name': 'pyxie'}, {'id': 19266, 'synset': 'shortia.n.01', 'name': 'shortia'}, {'id': 19267, 'synset': 'oconee_bells.n.01', 'name': 'oconee_bells'}, {'id': 19268, 'synset': 'australian_heath.n.01', 'name': 'Australian_heath'}, {'id': 19269, 'synset': 'epacris.n.01', 'name': 'epacris'}, {'id': 19270, 'synset': 'common_heath.n.02', 'name': 'common_heath'}, {'id': 19271, 'synset': 'common_heath.n.01', 'name': 'common_heath'}, {'id': 19272, 'synset': 'port_jackson_heath.n.01', 'name': 'Port_Jackson_heath'}, {'id': 19273, 'synset': 'native_cranberry.n.01', 'name': 'native_cranberry'}, {'id': 19274, 'synset': 'pink_fivecorner.n.01', 'name': 'pink_fivecorner'}, {'id': 19275, 'synset': 'wintergreen.n.01', 'name': 'wintergreen'}, {'id': 19276, 'synset': 'false_wintergreen.n.01', 'name': 'false_wintergreen'}, {'id': 19277, 'synset': 'lesser_wintergreen.n.01', 'name': 'lesser_wintergreen'}, {'id': 19278, 'synset': 'wild_lily_of_the_valley.n.02', 'name': 'wild_lily_of_the_valley'}, {'id': 19279, 'synset': 'wild_lily_of_the_valley.n.01', 'name': 'wild_lily_of_the_valley'}, {'id': 19280, 'synset': 'pipsissewa.n.01', 'name': 'pipsissewa'}, {'id': 19281, 'synset': 'love-in-winter.n.01', 'name': 'love-in-winter'}, {'id': 19282, 'synset': 'one-flowered_wintergreen.n.01', 'name': 'one-flowered_wintergreen'}, {'id': 19283, 'synset': 'indian_pipe.n.01', 'name': 'Indian_pipe'}, {'id': 19284, 'synset': 'pinesap.n.01', 'name': 'pinesap'}, {'id': 19285, 'synset': 'beech.n.01', 'name': 'beech'}, {'id': 19286, 'synset': 'common_beech.n.01', 'name': 'common_beech'}, {'id': 19287, 'synset': 'copper_beech.n.01', 'name': 'copper_beech'}, {'id': 19288, 'synset': 'american_beech.n.01', 'name': 'American_beech'}, {'id': 19289, 'synset': 'weeping_beech.n.01', 'name': 'weeping_beech'}, {'id': 19290, 'synset': 'japanese_beech.n.01', 'name': 'Japanese_beech'}, {'id': 19291, 'synset': 'chestnut.n.02', 'name': 'chestnut'}, {'id': 19292, 'synset': 'american_chestnut.n.01', 'name': 'American_chestnut'}, {'id': 19293, 'synset': 'european_chestnut.n.01', 'name': 'European_chestnut'}, {'id': 19294, 'synset': 'chinese_chestnut.n.01', 'name': 'Chinese_chestnut'}, {'id': 19295, 'synset': 'japanese_chestnut.n.01', 'name': 'Japanese_chestnut'}, {'id': 19296, 'synset': 'allegheny_chinkapin.n.01', 'name': 'Allegheny_chinkapin'}, {'id': 19297, 'synset': 'ozark_chinkapin.n.01', 'name': 'Ozark_chinkapin'}, {'id': 19298, 'synset': 'oak_chestnut.n.01', 'name': 'oak_chestnut'}, {'id': 19299, 'synset': 'giant_chinkapin.n.01', 'name': 'giant_chinkapin'}, {'id': 19300, 'synset': 'dwarf_golden_chinkapin.n.01', 'name': 'dwarf_golden_chinkapin'}, {'id': 19301, 'synset': 'tanbark_oak.n.01', 'name': 'tanbark_oak'}, {'id': 19302, 'synset': 'japanese_oak.n.02', 'name': 'Japanese_oak'}, {'id': 19303, 'synset': 'southern_beech.n.01', 'name': 'southern_beech'}, {'id': 19304, 'synset': 'myrtle_beech.n.01', 'name': 'myrtle_beech'}, {'id': 19305, 'synset': 'coigue.n.01', 'name': 'Coigue'}, {'id': 19306, 'synset': 'new_zealand_beech.n.01', 'name': 'New_Zealand_beech'}, {'id': 19307, 'synset': 'silver_beech.n.01', 'name': 'silver_beech'}, {'id': 19308, 'synset': 'roble_beech.n.01', 'name': 'roble_beech'}, {'id': 19309, 'synset': 'rauli_beech.n.01', 'name': 'rauli_beech'}, {'id': 19310, 'synset': 'black_beech.n.01', 'name': 'black_beech'}, {'id': 19311, 'synset': 'hard_beech.n.01', 'name': 'hard_beech'}, {'id': 19312, 'synset': 'acorn.n.01', 'name': 'acorn'}, {'id': 19313, 'synset': 'cupule.n.01', 'name': 'cupule'}, {'id': 19314, 'synset': 'oak.n.02', 'name': 'oak'}, {'id': 19315, 'synset': 'live_oak.n.01', 'name': 'live_oak'}, {'id': 19316, 'synset': 'coast_live_oak.n.01', 'name': 'coast_live_oak'}, {'id': 19317, 'synset': 'white_oak.n.01', 'name': 'white_oak'}, {'id': 19318, 'synset': 'american_white_oak.n.01', 'name': 'American_white_oak'}, {'id': 19319, 'synset': 'arizona_white_oak.n.01', 'name': 'Arizona_white_oak'}, {'id': 19320, 'synset': 'swamp_white_oak.n.01', 'name': 'swamp_white_oak'}, {'id': 19321, 'synset': 'european_turkey_oak.n.01', 'name': 'European_turkey_oak'}, {'id': 19322, 'synset': 'canyon_oak.n.01', 'name': 'canyon_oak'}, {'id': 19323, 'synset': 'scarlet_oak.n.01', 'name': 'scarlet_oak'}, {'id': 19324, 'synset': 'jack_oak.n.02', 'name': 'jack_oak'}, {'id': 19325, 'synset': 'red_oak.n.01', 'name': 'red_oak'}, {'id': 19326, 'synset': 'southern_red_oak.n.01', 'name': 'southern_red_oak'}, {'id': 19327, 'synset': 'oregon_white_oak.n.01', 'name': 'Oregon_white_oak'}, {'id': 19328, 'synset': 'holm_oak.n.02', 'name': 'holm_oak'}, {'id': 19329, 'synset': 'bear_oak.n.01', 'name': 'bear_oak'}, {'id': 19330, 'synset': 'shingle_oak.n.01', 'name': 'shingle_oak'}, {'id': 19331, 'synset': 'bluejack_oak.n.01', 'name': 'bluejack_oak'}, {'id': 19332, 'synset': 'california_black_oak.n.01', 'name': 'California_black_oak'}, {'id': 19333, 'synset': 'american_turkey_oak.n.01', 'name': 'American_turkey_oak'}, {'id': 19334, 'synset': 'laurel_oak.n.01', 'name': 'laurel_oak'}, {'id': 19335, 'synset': 'california_white_oak.n.01', 'name': 'California_white_oak'}, {'id': 19336, 'synset': 'overcup_oak.n.01', 'name': 'overcup_oak'}, {'id': 19337, 'synset': 'bur_oak.n.01', 'name': 'bur_oak'}, {'id': 19338, 'synset': 'scrub_oak.n.01', 'name': 'scrub_oak'}, {'id': 19339, 'synset': 'blackjack_oak.n.01', 'name': 'blackjack_oak'}, {'id': 19340, 'synset': 'swamp_chestnut_oak.n.01', 'name': 'swamp_chestnut_oak'}, {'id': 19341, 'synset': 'japanese_oak.n.01', 'name': 'Japanese_oak'}, {'id': 19342, 'synset': 'chestnut_oak.n.01', 'name': 'chestnut_oak'}, {'id': 19343, 'synset': 'chinquapin_oak.n.01', 'name': 'chinquapin_oak'}, {'id': 19344, 'synset': 'myrtle_oak.n.01', 'name': 'myrtle_oak'}, {'id': 19345, 'synset': 'water_oak.n.01', 'name': 'water_oak'}, {'id': 19346, 'synset': 'nuttall_oak.n.01', 'name': 'Nuttall_oak'}, {'id': 19347, 'synset': 'durmast.n.01', 'name': 'durmast'}, {'id': 19348, 'synset': 'basket_oak.n.01', 'name': 'basket_oak'}, {'id': 19349, 'synset': 'pin_oak.n.01', 'name': 'pin_oak'}, {'id': 19350, 'synset': 'willow_oak.n.01', 'name': 'willow_oak'}, {'id': 19351, 'synset': 'dwarf_chinkapin_oak.n.01', 'name': 'dwarf_chinkapin_oak'}, {'id': 19352, 'synset': 'common_oak.n.01', 'name': 'common_oak'}, {'id': 19353, 'synset': 'northern_red_oak.n.01', 'name': 'northern_red_oak'}, {'id': 19354, 'synset': 'shumard_oak.n.01', 'name': 'Shumard_oak'}, {'id': 19355, 'synset': 'post_oak.n.01', 'name': 'post_oak'}, {'id': 19356, 'synset': 'cork_oak.n.01', 'name': 'cork_oak'}, {'id': 19357, 'synset': 'spanish_oak.n.01', 'name': 'Spanish_oak'}, {'id': 19358, 'synset': 'huckleberry_oak.n.01', 'name': 'huckleberry_oak'}, {'id': 19359, 'synset': 'chinese_cork_oak.n.01', 'name': 'Chinese_cork_oak'}, {'id': 19360, 'synset': 'black_oak.n.01', 'name': 'black_oak'}, {'id': 19361, 'synset': 'southern_live_oak.n.01', 'name': 'southern_live_oak'}, {'id': 19362, 'synset': 'interior_live_oak.n.01', 'name': 'interior_live_oak'}, {'id': 19363, 'synset': 'mast.n.02', 'name': 'mast'}, {'id': 19364, 'synset': 'birch.n.02', 'name': 'birch'}, {'id': 19365, 'synset': 'yellow_birch.n.01', 'name': 'yellow_birch'}, {'id': 19366, 'synset': 'american_white_birch.n.01', 'name': 'American_white_birch'}, {'id': 19367, 'synset': 'grey_birch.n.01', 'name': 'grey_birch'}, {'id': 19368, 'synset': 'silver_birch.n.01', 'name': 'silver_birch'}, {'id': 19369, 'synset': 'downy_birch.n.01', 'name': 'downy_birch'}, {'id': 19370, 'synset': 'black_birch.n.02', 'name': 'black_birch'}, {'id': 19371, 'synset': 'sweet_birch.n.01', 'name': 'sweet_birch'}, {'id': 19372, 'synset': 'yukon_white_birch.n.01', 'name': 'Yukon_white_birch'}, {'id': 19373, 'synset': 'swamp_birch.n.01', 'name': 'swamp_birch'}, {'id': 19374, 'synset': 'newfoundland_dwarf_birch.n.01', 'name': 'Newfoundland_dwarf_birch'}, {'id': 19375, 'synset': 'alder.n.02', 'name': 'alder'}, {'id': 19376, 'synset': 'common_alder.n.01', 'name': 'common_alder'}, {'id': 19377, 'synset': 'grey_alder.n.01', 'name': 'grey_alder'}, {'id': 19378, 'synset': 'seaside_alder.n.01', 'name': 'seaside_alder'}, {'id': 19379, 'synset': 'white_alder.n.01', 'name': 'white_alder'}, {'id': 19380, 'synset': 'red_alder.n.01', 'name': 'red_alder'}, {'id': 19381, 'synset': 'speckled_alder.n.01', 'name': 'speckled_alder'}, {'id': 19382, 'synset': 'smooth_alder.n.01', 'name': 'smooth_alder'}, {'id': 19383, 'synset': 'green_alder.n.02', 'name': 'green_alder'}, {'id': 19384, 'synset': 'green_alder.n.01', 'name': 'green_alder'}, {'id': 19385, 'synset': 'hornbeam.n.01', 'name': 'hornbeam'}, {'id': 19386, 'synset': 'european_hornbeam.n.01', 'name': 'European_hornbeam'}, {'id': 19387, 'synset': 'american_hornbeam.n.01', 'name': 'American_hornbeam'}, {'id': 19388, 'synset': 'hop_hornbeam.n.01', 'name': 'hop_hornbeam'}, {'id': 19389, 'synset': 'old_world_hop_hornbeam.n.01', 'name': 'Old_World_hop_hornbeam'}, {'id': 19390, 'synset': 'eastern_hop_hornbeam.n.01', 'name': 'Eastern_hop_hornbeam'}, {'id': 19391, 'synset': 'hazelnut.n.01', 'name': 'hazelnut'}, {'id': 19392, 'synset': 'american_hazel.n.01', 'name': 'American_hazel'}, {'id': 19393, 'synset': 'cobnut.n.01', 'name': 'cobnut'}, {'id': 19394, 'synset': 'beaked_hazelnut.n.01', 'name': 'beaked_hazelnut'}, {'id': 19395, 'synset': 'centaury.n.01', 'name': 'centaury'}, {'id': 19396, 'synset': 'rosita.n.01', 'name': 'rosita'}, {'id': 19397, 'synset': 'lesser_centaury.n.01', 'name': 'lesser_centaury'}, {'id': 19398, 'synset': 'seaside_centaury.n.01', 'name': 'seaside_centaury'}, {'id': 19399, 'synset': 'slender_centaury.n.01', 'name': 'slender_centaury'}, {'id': 19400, 'synset': 'prairie_gentian.n.01', 'name': 'prairie_gentian'}, {'id': 19401, 'synset': 'persian_violet.n.01', 'name': 'Persian_violet'}, {'id': 19402, 'synset': 'columbo.n.01', 'name': 'columbo'}, {'id': 19403, 'synset': 'gentian.n.01', 'name': 'gentian'}, {'id': 19404, 'synset': 'gentianella.n.02', 'name': 'gentianella'}, {'id': 19405, 'synset': 'closed_gentian.n.02', 'name': 'closed_gentian'}, {'id': 19406, 'synset': "explorer's_gentian.n.01", 'name': "explorer's_gentian"}, {'id': 19407, 'synset': 'closed_gentian.n.01', 'name': 'closed_gentian'}, {'id': 19408, 'synset': 'great_yellow_gentian.n.01', 'name': 'great_yellow_gentian'}, {'id': 19409, 'synset': 'marsh_gentian.n.01', 'name': 'marsh_gentian'}, {'id': 19410, 'synset': 'soapwort_gentian.n.01', 'name': 'soapwort_gentian'}, {'id': 19411, 'synset': 'striped_gentian.n.01', 'name': 'striped_gentian'}, {'id': 19412, 'synset': 'agueweed.n.01', 'name': 'agueweed'}, {'id': 19413, 'synset': 'felwort.n.01', 'name': 'felwort'}, {'id': 19414, 'synset': 'fringed_gentian.n.01', 'name': 'fringed_gentian'}, {'id': 19415, 'synset': 'gentianopsis_crinita.n.01', 'name': 'Gentianopsis_crinita'}, {'id': 19416, 'synset': 'gentianopsis_detonsa.n.01', 'name': 'Gentianopsis_detonsa'}, {'id': 19417, 'synset': 'gentianopsid_procera.n.01', 'name': 'Gentianopsid_procera'}, {'id': 19418, 'synset': 'gentianopsis_thermalis.n.01', 'name': 'Gentianopsis_thermalis'}, {'id': 19419, 'synset': 'tufted_gentian.n.01', 'name': 'tufted_gentian'}, {'id': 19420, 'synset': 'spurred_gentian.n.01', 'name': 'spurred_gentian'}, {'id': 19421, 'synset': 'sabbatia.n.01', 'name': 'sabbatia'}, {'id': 19422, 'synset': 'toothbrush_tree.n.01', 'name': 'toothbrush_tree'}, {'id': 19423, 'synset': 'olive_tree.n.01', 'name': 'olive_tree'}, {'id': 19424, 'synset': 'olive.n.02', 'name': 'olive'}, {'id': 19425, 'synset': 'olive.n.01', 'name': 'olive'}, {'id': 19426, 'synset': 'black_maire.n.01', 'name': 'black_maire'}, {'id': 19427, 'synset': 'white_maire.n.01', 'name': 'white_maire'}, {'id': 19428, 'synset': 'fringe_tree.n.01', 'name': 'fringe_tree'}, {'id': 19429, 'synset': 'fringe_bush.n.01', 'name': 'fringe_bush'}, {'id': 19430, 'synset': 'forestiera.n.01', 'name': 'forestiera'}, {'id': 19431, 'synset': 'forsythia.n.01', 'name': 'forsythia'}, {'id': 19432, 'synset': 'ash.n.02', 'name': 'ash'}, {'id': 19433, 'synset': 'white_ash.n.02', 'name': 'white_ash'}, {'id': 19434, 'synset': 'swamp_ash.n.01', 'name': 'swamp_ash'}, {'id': 19435, 'synset': 'flowering_ash.n.03', 'name': 'flowering_ash'}, {'id': 19436, 'synset': 'european_ash.n.01', 'name': 'European_ash'}, {'id': 19437, 'synset': 'oregon_ash.n.01', 'name': 'Oregon_ash'}, {'id': 19438, 'synset': 'black_ash.n.01', 'name': 'black_ash'}, {'id': 19439, 'synset': 'manna_ash.n.01', 'name': 'manna_ash'}, {'id': 19440, 'synset': 'red_ash.n.01', 'name': 'red_ash'}, {'id': 19441, 'synset': 'green_ash.n.01', 'name': 'green_ash'}, {'id': 19442, 'synset': 'blue_ash.n.01', 'name': 'blue_ash'}, {'id': 19443, 'synset': 'mountain_ash.n.03', 'name': 'mountain_ash'}, {'id': 19444, 'synset': 'pumpkin_ash.n.01', 'name': 'pumpkin_ash'}, {'id': 19445, 'synset': 'arizona_ash.n.01', 'name': 'Arizona_ash'}, {'id': 19446, 'synset': 'jasmine.n.01', 'name': 'jasmine'}, {'id': 19447, 'synset': 'primrose_jasmine.n.01', 'name': 'primrose_jasmine'}, {'id': 19448, 'synset': 'winter_jasmine.n.01', 'name': 'winter_jasmine'}, {'id': 19449, 'synset': 'common_jasmine.n.01', 'name': 'common_jasmine'}, {'id': 19450, 'synset': 'privet.n.01', 'name': 'privet'}, {'id': 19451, 'synset': 'amur_privet.n.01', 'name': 'Amur_privet'}, {'id': 19452, 'synset': 'japanese_privet.n.01', 'name': 'Japanese_privet'}, {'id': 19453, 'synset': 'ligustrum_obtusifolium.n.01', 'name': 'Ligustrum_obtusifolium'}, {'id': 19454, 'synset': 'common_privet.n.01', 'name': 'common_privet'}, {'id': 19455, 'synset': 'devilwood.n.01', 'name': 'devilwood'}, {'id': 19456, 'synset': 'mock_privet.n.01', 'name': 'mock_privet'}, {'id': 19457, 'synset': 'lilac.n.01', 'name': 'lilac'}, {'id': 19458, 'synset': 'himalayan_lilac.n.01', 'name': 'Himalayan_lilac'}, {'id': 19459, 'synset': 'persian_lilac.n.02', 'name': 'Persian_lilac'}, {'id': 19460, 'synset': 'japanese_tree_lilac.n.01', 'name': 'Japanese_tree_lilac'}, {'id': 19461, 'synset': 'japanese_lilac.n.01', 'name': 'Japanese_lilac'}, {'id': 19462, 'synset': 'common_lilac.n.01', 'name': 'common_lilac'}, {'id': 19463, 'synset': 'bloodwort.n.01', 'name': 'bloodwort'}, {'id': 19464, 'synset': 'kangaroo_paw.n.01', 'name': 'kangaroo_paw'}, {'id': 19465, 'synset': 'virginian_witch_hazel.n.01', 'name': 'Virginian_witch_hazel'}, {'id': 19466, 'synset': 'vernal_witch_hazel.n.01', 'name': 'vernal_witch_hazel'}, {'id': 19467, 'synset': 'winter_hazel.n.01', 'name': 'winter_hazel'}, {'id': 19468, 'synset': 'fothergilla.n.01', 'name': 'fothergilla'}, {'id': 19469, 'synset': 'liquidambar.n.02', 'name': 'liquidambar'}, {'id': 19470, 'synset': 'sweet_gum.n.03', 'name': 'sweet_gum'}, {'id': 19471, 'synset': 'iron_tree.n.01', 'name': 'iron_tree'}, {'id': 19472, 'synset': 'walnut.n.03', 'name': 'walnut'}, {'id': 19473, 'synset': 'california_black_walnut.n.01', 'name': 'California_black_walnut'}, {'id': 19474, 'synset': 'butternut.n.01', 'name': 'butternut'}, {'id': 19475, 'synset': 'black_walnut.n.01', 'name': 'black_walnut'}, {'id': 19476, 'synset': 'english_walnut.n.01', 'name': 'English_walnut'}, {'id': 19477, 'synset': 'hickory.n.02', 'name': 'hickory'}, {'id': 19478, 'synset': 'water_hickory.n.01', 'name': 'water_hickory'}, {'id': 19479, 'synset': 'pignut.n.01', 'name': 'pignut'}, {'id': 19480, 'synset': 'bitternut.n.01', 'name': 'bitternut'}, {'id': 19481, 'synset': 'pecan.n.02', 'name': 'pecan'}, {'id': 19482, 'synset': 'big_shellbark.n.01', 'name': 'big_shellbark'}, {'id': 19483, 'synset': 'nutmeg_hickory.n.01', 'name': 'nutmeg_hickory'}, {'id': 19484, 'synset': 'shagbark.n.01', 'name': 'shagbark'}, {'id': 19485, 'synset': 'mockernut.n.01', 'name': 'mockernut'}, {'id': 19486, 'synset': 'wing_nut.n.01', 'name': 'wing_nut'}, {'id': 19487, 'synset': 'caucasian_walnut.n.01', 'name': 'Caucasian_walnut'}, {'id': 19488, 'synset': 'dhawa.n.01', 'name': 'dhawa'}, {'id': 19489, 'synset': 'combretum.n.01', 'name': 'combretum'}, {'id': 19490, 'synset': 'hiccup_nut.n.01', 'name': 'hiccup_nut'}, {'id': 19491, 'synset': 'bush_willow.n.02', 'name': 'bush_willow'}, {'id': 19492, 'synset': 'bush_willow.n.01', 'name': 'bush_willow'}, {'id': 19493, 'synset': 'button_tree.n.01', 'name': 'button_tree'}, {'id': 19494, 'synset': 'white_mangrove.n.02', 'name': 'white_mangrove'}, {'id': 19495, 'synset': 'oleaster.n.01', 'name': 'oleaster'}, {'id': 19496, 'synset': 'water_milfoil.n.01', 'name': 'water_milfoil'}, {'id': 19497, 'synset': 'anchovy_pear.n.01', 'name': 'anchovy_pear'}, {'id': 19498, 'synset': 'brazil_nut.n.01', 'name': 'brazil_nut'}, {'id': 19499, 'synset': 'loosestrife.n.01', 'name': 'loosestrife'}, {'id': 19500, 'synset': 'purple_loosestrife.n.01', 'name': 'purple_loosestrife'}, {'id': 19501, 'synset': 'grass_poly.n.01', 'name': 'grass_poly'}, {'id': 19502, 'synset': 'crape_myrtle.n.01', 'name': 'crape_myrtle'}, {'id': 19503, 'synset': "queen's_crape_myrtle.n.01", 'name': "Queen's_crape_myrtle"}, {'id': 19504, 'synset': 'myrtaceous_tree.n.01', 'name': 'myrtaceous_tree'}, {'id': 19505, 'synset': 'myrtle.n.02', 'name': 'myrtle'}, {'id': 19506, 'synset': 'common_myrtle.n.01', 'name': 'common_myrtle'}, {'id': 19507, 'synset': 'bayberry.n.01', 'name': 'bayberry'}, {'id': 19508, 'synset': 'allspice.n.01', 'name': 'allspice'}, {'id': 19509, 'synset': 'allspice_tree.n.01', 'name': 'allspice_tree'}, {'id': 19510, 'synset': 'sour_cherry.n.02', 'name': 'sour_cherry'}, {'id': 19511, 'synset': 'nakedwood.n.02', 'name': 'nakedwood'}, {'id': 19512, 'synset': 'surinam_cherry.n.02', 'name': 'Surinam_cherry'}, {'id': 19513, 'synset': 'rose_apple.n.01', 'name': 'rose_apple'}, {'id': 19514, 'synset': 'feijoa.n.01', 'name': 'feijoa'}, {'id': 19515, 'synset': 'jaboticaba.n.01', 'name': 'jaboticaba'}, {'id': 19516, 'synset': 'guava.n.02', 'name': 'guava'}, {'id': 19517, 'synset': 'guava.n.01', 'name': 'guava'}, {'id': 19518, 'synset': 'cattley_guava.n.01', 'name': 'cattley_guava'}, {'id': 19519, 'synset': 'brazilian_guava.n.01', 'name': 'Brazilian_guava'}, {'id': 19520, 'synset': 'gum_tree.n.01', 'name': 'gum_tree'}, {'id': 19521, 'synset': 'eucalyptus.n.02', 'name': 'eucalyptus'}, {'id': 19522, 'synset': 'flooded_gum.n.01', 'name': 'flooded_gum'}, {'id': 19523, 'synset': 'mallee.n.01', 'name': 'mallee'}, {'id': 19524, 'synset': 'stringybark.n.01', 'name': 'stringybark'}, {'id': 19525, 'synset': 'smoothbark.n.01', 'name': 'smoothbark'}, {'id': 19526, 'synset': 'red_gum.n.03', 'name': 'red_gum'}, {'id': 19527, 'synset': 'red_gum.n.02', 'name': 'red_gum'}, {'id': 19528, 'synset': 'river_red_gum.n.01', 'name': 'river_red_gum'}, {'id': 19529, 'synset': 'mountain_swamp_gum.n.01', 'name': 'mountain_swamp_gum'}, {'id': 19530, 'synset': 'snow_gum.n.01', 'name': 'snow_gum'}, {'id': 19531, 'synset': 'alpine_ash.n.01', 'name': 'alpine_ash'}, {'id': 19532, 'synset': 'white_mallee.n.01', 'name': 'white_mallee'}, {'id': 19533, 'synset': 'white_stringybark.n.01', 'name': 'white_stringybark'}, {'id': 19534, 'synset': 'white_mountain_ash.n.01', 'name': 'white_mountain_ash'}, {'id': 19535, 'synset': 'blue_gum.n.01', 'name': 'blue_gum'}, {'id': 19536, 'synset': 'rose_gum.n.01', 'name': 'rose_gum'}, {'id': 19537, 'synset': 'cider_gum.n.01', 'name': 'cider_gum'}, {'id': 19538, 'synset': 'swamp_gum.n.01', 'name': 'swamp_gum'}, {'id': 19539, 'synset': 'spotted_gum.n.01', 'name': 'spotted_gum'}, {'id': 19540, 'synset': 'lemon-scented_gum.n.01', 'name': 'lemon-scented_gum'}, {'id': 19541, 'synset': 'black_mallee.n.01', 'name': 'black_mallee'}, {'id': 19542, 'synset': 'forest_red_gum.n.01', 'name': 'forest_red_gum'}, {'id': 19543, 'synset': 'mountain_ash.n.02', 'name': 'mountain_ash'}, {'id': 19544, 'synset': 'manna_gum.n.01', 'name': 'manna_gum'}, {'id': 19545, 'synset': 'clove.n.02', 'name': 'clove'}, {'id': 19546, 'synset': 'clove.n.01', 'name': 'clove'}, {'id': 19547, 'synset': 'tupelo.n.02', 'name': 'tupelo'}, {'id': 19548, 'synset': 'water_gum.n.01', 'name': 'water_gum'}, {'id': 19549, 'synset': 'sour_gum.n.01', 'name': 'sour_gum'}, {'id': 19550, 'synset': "enchanter's_nightshade.n.01", 'name': "enchanter's_nightshade"}, {'id': 19551, 'synset': 'circaea_lutetiana.n.01', 'name': 'Circaea_lutetiana'}, {'id': 19552, 'synset': 'willowherb.n.01', 'name': 'willowherb'}, {'id': 19553, 'synset': 'fireweed.n.01', 'name': 'fireweed'}, {'id': 19554, 'synset': 'california_fuchsia.n.01', 'name': 'California_fuchsia'}, {'id': 19555, 'synset': 'fuchsia.n.01', 'name': 'fuchsia'}, {'id': 19556, 'synset': "lady's-eardrop.n.01", 'name': "lady's-eardrop"}, {'id': 19557, 'synset': 'evening_primrose.n.01', 'name': 'evening_primrose'}, {'id': 19558, 'synset': 'common_evening_primrose.n.01', 'name': 'common_evening_primrose'}, {'id': 19559, 'synset': 'sundrops.n.01', 'name': 'sundrops'}, {'id': 19560, 'synset': 'missouri_primrose.n.01', 'name': 'Missouri_primrose'}, {'id': 19561, 'synset': 'pomegranate.n.01', 'name': 'pomegranate'}, {'id': 19562, 'synset': 'mangrove.n.01', 'name': 'mangrove'}, {'id': 19563, 'synset': 'daphne.n.01', 'name': 'daphne'}, {'id': 19564, 'synset': 'garland_flower.n.01', 'name': 'garland_flower'}, {'id': 19565, 'synset': 'spurge_laurel.n.01', 'name': 'spurge_laurel'}, {'id': 19566, 'synset': 'mezereon.n.01', 'name': 'mezereon'}, {'id': 19567, 'synset': 'indian_rhododendron.n.01', 'name': 'Indian_rhododendron'}, {'id': 19568, 'synset': 'medinilla_magnifica.n.01', 'name': 'Medinilla_magnifica'}, {'id': 19569, 'synset': 'deer_grass.n.01', 'name': 'deer_grass'}, {'id': 19570, 'synset': 'canna.n.01', 'name': 'canna'}, {'id': 19571, 'synset': 'achira.n.01', 'name': 'achira'}, {'id': 19572, 'synset': 'arrowroot.n.02', 'name': 'arrowroot'}, {'id': 19573, 'synset': 'banana.n.01', 'name': 'banana'}, {'id': 19574, 'synset': 'dwarf_banana.n.01', 'name': 'dwarf_banana'}, {'id': 19575, 'synset': 'japanese_banana.n.01', 'name': 'Japanese_banana'}, {'id': 19576, 'synset': 'plantain.n.02', 'name': 'plantain'}, {'id': 19577, 'synset': 'edible_banana.n.01', 'name': 'edible_banana'}, {'id': 19578, 'synset': 'abaca.n.02', 'name': 'abaca'}, {'id': 19579, 'synset': 'abyssinian_banana.n.01', 'name': 'Abyssinian_banana'}, {'id': 19580, 'synset': 'ginger.n.01', 'name': 'ginger'}, {'id': 19581, 'synset': 'common_ginger.n.01', 'name': 'common_ginger'}, {'id': 19582, 'synset': 'turmeric.n.01', 'name': 'turmeric'}, {'id': 19583, 'synset': 'galangal.n.01', 'name': 'galangal'}, {'id': 19584, 'synset': 'shellflower.n.02', 'name': 'shellflower'}, {'id': 19585, 'synset': 'grains_of_paradise.n.01', 'name': 'grains_of_paradise'}, {'id': 19586, 'synset': 'cardamom.n.01', 'name': 'cardamom'}, {'id': 19587, 'synset': 'begonia.n.01', 'name': 'begonia'}, {'id': 19588, 'synset': 'fibrous-rooted_begonia.n.01', 'name': 'fibrous-rooted_begonia'}, {'id': 19589, 'synset': 'tuberous_begonia.n.01', 'name': 'tuberous_begonia'}, {'id': 19590, 'synset': 'rhizomatous_begonia.n.01', 'name': 'rhizomatous_begonia'}, {'id': 19591, 'synset': 'christmas_begonia.n.01', 'name': 'Christmas_begonia'}, {'id': 19592, 'synset': 'angel-wing_begonia.n.01', 'name': 'angel-wing_begonia'}, {'id': 19593, 'synset': 'beefsteak_begonia.n.01', 'name': 'beefsteak_begonia'}, {'id': 19594, 'synset': 'star_begonia.n.01', 'name': 'star_begonia'}, {'id': 19595, 'synset': 'rex_begonia.n.01', 'name': 'rex_begonia'}, {'id': 19596, 'synset': 'wax_begonia.n.01', 'name': 'wax_begonia'}, {'id': 19597, 'synset': 'socotra_begonia.n.01', 'name': 'Socotra_begonia'}, {'id': 19598, 'synset': 'hybrid_tuberous_begonia.n.01', 'name': 'hybrid_tuberous_begonia'}, {'id': 19599, 'synset': 'dillenia.n.01', 'name': 'dillenia'}, {'id': 19600, 'synset': 'guinea_gold_vine.n.01', 'name': 'guinea_gold_vine'}, {'id': 19601, 'synset': 'poon.n.02', 'name': 'poon'}, {'id': 19602, 'synset': 'calaba.n.01', 'name': 'calaba'}, {'id': 19603, 'synset': 'maria.n.02', 'name': 'Maria'}, {'id': 19604, 'synset': 'laurelwood.n.01', 'name': 'laurelwood'}, {'id': 19605, 'synset': 'alexandrian_laurel.n.01', 'name': 'Alexandrian_laurel'}, {'id': 19606, 'synset': 'clusia.n.01', 'name': 'clusia'}, {'id': 19607, 'synset': 'wild_fig.n.02', 'name': 'wild_fig'}, {'id': 19608, 'synset': 'waxflower.n.02', 'name': 'waxflower'}, {'id': 19609, 'synset': 'pitch_apple.n.01', 'name': 'pitch_apple'}, {'id': 19610, 'synset': 'mangosteen.n.01', 'name': 'mangosteen'}, {'id': 19611, 'synset': 'gamboge_tree.n.01', 'name': 'gamboge_tree'}, {'id': 19612, 'synset': "st_john's_wort.n.01", 'name': "St_John's_wort"}, {'id': 19613, 'synset': "common_st_john's_wort.n.01", 'name': "common_St_John's_wort"}, {'id': 19614, 'synset': "great_st_john's_wort.n.01", 'name': "great_St_John's_wort"}, {'id': 19615, 'synset': "creeping_st_john's_wort.n.01", 'name': "creeping_St_John's_wort"}, {'id': 19616, 'synset': "low_st_andrew's_cross.n.01", 'name': "low_St_Andrew's_cross"}, {'id': 19617, 'synset': 'klammath_weed.n.01', 'name': 'klammath_weed'}, {'id': 19618, 'synset': "shrubby_st_john's_wort.n.01", 'name': "shrubby_St_John's_wort"}, {'id': 19619, 'synset': "st_peter's_wort.n.01", 'name': "St_Peter's_wort"}, {'id': 19620, 'synset': "marsh_st-john's_wort.n.01", 'name': "marsh_St-John's_wort"}, {'id': 19621, 'synset': 'mammee_apple.n.01', 'name': 'mammee_apple'}, {'id': 19622, 'synset': 'rose_chestnut.n.01', 'name': 'rose_chestnut'}, {'id': 19623, 'synset': 'bower_actinidia.n.01', 'name': 'bower_actinidia'}, {'id': 19624, 'synset': 'chinese_gooseberry.n.01', 'name': 'Chinese_gooseberry'}, {'id': 19625, 'synset': 'silvervine.n.01', 'name': 'silvervine'}, {'id': 19626, 'synset': 'wild_cinnamon.n.01', 'name': 'wild_cinnamon'}, {'id': 19627, 'synset': 'papaya.n.01', 'name': 'papaya'}, {'id': 19628, 'synset': 'souari.n.01', 'name': 'souari'}, {'id': 19629, 'synset': 'rockrose.n.02', 'name': 'rockrose'}, {'id': 19630, 'synset': 'white-leaved_rockrose.n.01', 'name': 'white-leaved_rockrose'}, {'id': 19631, 'synset': 'common_gum_cistus.n.01', 'name': 'common_gum_cistus'}, {'id': 19632, 'synset': 'frostweed.n.01', 'name': 'frostweed'}, {'id': 19633, 'synset': 'dipterocarp.n.01', 'name': 'dipterocarp'}, {'id': 19634, 'synset': 'red_lauan.n.02', 'name': 'red_lauan'}, {'id': 19635, 'synset': "governor's_plum.n.01", 'name': "governor's_plum"}, {'id': 19636, 'synset': 'kei_apple.n.01', 'name': 'kei_apple'}, {'id': 19637, 'synset': 'ketembilla.n.01', 'name': 'ketembilla'}, {'id': 19638, 'synset': 'chaulmoogra.n.01', 'name': 'chaulmoogra'}, {'id': 19639, 'synset': 'wild_peach.n.01', 'name': 'wild_peach'}, {'id': 19640, 'synset': 'candlewood.n.01', 'name': 'candlewood'}, {'id': 19641, 'synset': 'boojum_tree.n.01', 'name': 'boojum_tree'}, {'id': 19642, 'synset': "bird's-eye_bush.n.01", 'name': "bird's-eye_bush"}, {'id': 19643, 'synset': 'granadilla.n.03', 'name': 'granadilla'}, {'id': 19644, 'synset': 'granadilla.n.02', 'name': 'granadilla'}, {'id': 19645, 'synset': 'granadilla.n.01', 'name': 'granadilla'}, {'id': 19646, 'synset': 'maypop.n.01', 'name': 'maypop'}, {'id': 19647, 'synset': 'jamaica_honeysuckle.n.01', 'name': 'Jamaica_honeysuckle'}, {'id': 19648, 'synset': 'banana_passion_fruit.n.01', 'name': 'banana_passion_fruit'}, {'id': 19649, 'synset': 'sweet_calabash.n.01', 'name': 'sweet_calabash'}, {'id': 19650, 'synset': 'love-in-a-mist.n.01', 'name': 'love-in-a-mist'}, {'id': 19651, 'synset': 'reseda.n.01', 'name': 'reseda'}, {'id': 19652, 'synset': 'mignonette.n.01', 'name': 'mignonette'}, {'id': 19653, 'synset': "dyer's_rocket.n.01", 'name': "dyer's_rocket"}, {'id': 19654, 'synset': 'false_tamarisk.n.01', 'name': 'false_tamarisk'}, {'id': 19655, 'synset': 'halophyte.n.01', 'name': 'halophyte'}, {'id': 19656, 'synset': 'viola.n.01', 'name': 'viola'}, {'id': 19657, 'synset': 'violet.n.01', 'name': 'violet'}, {'id': 19658, 'synset': 'field_pansy.n.01', 'name': 'field_pansy'}, {'id': 19659, 'synset': 'american_dog_violet.n.01', 'name': 'American_dog_violet'}, {'id': 19660, 'synset': 'dog_violet.n.01', 'name': 'dog_violet'}, {'id': 19661, 'synset': 'horned_violet.n.01', 'name': 'horned_violet'}, {'id': 19662, 'synset': 'two-eyed_violet.n.01', 'name': 'two-eyed_violet'}, {'id': 19663, 'synset': "bird's-foot_violet.n.01", 'name': "bird's-foot_violet"}, {'id': 19664, 'synset': 'downy_yellow_violet.n.01', 'name': 'downy_yellow_violet'}, {'id': 19665, 'synset': 'long-spurred_violet.n.01', 'name': 'long-spurred_violet'}, {'id': 19666, 'synset': 'pale_violet.n.01', 'name': 'pale_violet'}, {'id': 19667, 'synset': 'hedge_violet.n.01', 'name': 'hedge_violet'}, {'id': 19668, 'synset': 'nettle.n.01', 'name': 'nettle'}, {'id': 19669, 'synset': 'stinging_nettle.n.01', 'name': 'stinging_nettle'}, {'id': 19670, 'synset': 'roman_nettle.n.01', 'name': 'Roman_nettle'}, {'id': 19671, 'synset': 'ramie.n.01', 'name': 'ramie'}, {'id': 19672, 'synset': 'wood_nettle.n.01', 'name': 'wood_nettle'}, {'id': 19673, 'synset': 'australian_nettle.n.01', 'name': 'Australian_nettle'}, {'id': 19674, 'synset': 'pellitory-of-the-wall.n.01', 'name': 'pellitory-of-the-wall'}, {'id': 19675, 'synset': 'richweed.n.02', 'name': 'richweed'}, {'id': 19676, 'synset': 'artillery_plant.n.01', 'name': 'artillery_plant'}, {'id': 19677, 'synset': 'friendship_plant.n.01', 'name': 'friendship_plant'}, {'id': 19678, 'synset': 'queensland_grass-cloth_plant.n.01', 'name': 'Queensland_grass-cloth_plant'}, {'id': 19679, 'synset': 'pipturus_albidus.n.01', 'name': 'Pipturus_albidus'}, {'id': 19680, 'synset': 'cannabis.n.01', 'name': 'cannabis'}, {'id': 19681, 'synset': 'indian_hemp.n.01', 'name': 'Indian_hemp'}, {'id': 19682, 'synset': 'mulberry.n.01', 'name': 'mulberry'}, {'id': 19683, 'synset': 'white_mulberry.n.01', 'name': 'white_mulberry'}, {'id': 19684, 'synset': 'black_mulberry.n.01', 'name': 'black_mulberry'}, {'id': 19685, 'synset': 'red_mulberry.n.01', 'name': 'red_mulberry'}, {'id': 19686, 'synset': 'osage_orange.n.01', 'name': 'osage_orange'}, {'id': 19687, 'synset': 'breadfruit.n.01', 'name': 'breadfruit'}, {'id': 19688, 'synset': 'jackfruit.n.01', 'name': 'jackfruit'}, {'id': 19689, 'synset': 'marang.n.01', 'name': 'marang'}, {'id': 19690, 'synset': 'fig_tree.n.01', 'name': 'fig_tree'}, {'id': 19691, 'synset': 'fig.n.02', 'name': 'fig'}, {'id': 19692, 'synset': 'caprifig.n.01', 'name': 'caprifig'}, {'id': 19693, 'synset': 'golden_fig.n.01', 'name': 'golden_fig'}, {'id': 19694, 'synset': 'banyan.n.01', 'name': 'banyan'}, {'id': 19695, 'synset': 'pipal.n.01', 'name': 'pipal'}, {'id': 19696, 'synset': 'india-rubber_tree.n.01', 'name': 'India-rubber_tree'}, {'id': 19697, 'synset': 'mistletoe_fig.n.01', 'name': 'mistletoe_fig'}, {'id': 19698, 'synset': 'port_jackson_fig.n.01', 'name': 'Port_Jackson_fig'}, {'id': 19699, 'synset': 'sycamore.n.04', 'name': 'sycamore'}, {'id': 19700, 'synset': 'paper_mulberry.n.01', 'name': 'paper_mulberry'}, {'id': 19701, 'synset': 'trumpetwood.n.01', 'name': 'trumpetwood'}, {'id': 19702, 'synset': 'elm.n.01', 'name': 'elm'}, {'id': 19703, 'synset': 'winged_elm.n.01', 'name': 'winged_elm'}, {'id': 19704, 'synset': 'american_elm.n.01', 'name': 'American_elm'}, {'id': 19705, 'synset': 'smooth-leaved_elm.n.01', 'name': 'smooth-leaved_elm'}, {'id': 19706, 'synset': 'cedar_elm.n.01', 'name': 'cedar_elm'}, {'id': 19707, 'synset': 'witch_elm.n.01', 'name': 'witch_elm'}, {'id': 19708, 'synset': 'dutch_elm.n.01', 'name': 'Dutch_elm'}, {'id': 19709, 'synset': 'huntingdon_elm.n.01', 'name': 'Huntingdon_elm'}, {'id': 19710, 'synset': 'water_elm.n.01', 'name': 'water_elm'}, {'id': 19711, 'synset': 'chinese_elm.n.02', 'name': 'Chinese_elm'}, {'id': 19712, 'synset': 'english_elm.n.01', 'name': 'English_elm'}, {'id': 19713, 'synset': 'siberian_elm.n.01', 'name': 'Siberian_elm'}, {'id': 19714, 'synset': 'slippery_elm.n.01', 'name': 'slippery_elm'}, {'id': 19715, 'synset': 'jersey_elm.n.01', 'name': 'Jersey_elm'}, {'id': 19716, 'synset': 'september_elm.n.01', 'name': 'September_elm'}, {'id': 19717, 'synset': 'rock_elm.n.01', 'name': 'rock_elm'}, {'id': 19718, 'synset': 'hackberry.n.01', 'name': 'hackberry'}, {'id': 19719, 'synset': 'european_hackberry.n.01', 'name': 'European_hackberry'}, {'id': 19720, 'synset': 'american_hackberry.n.01', 'name': 'American_hackberry'}, {'id': 19721, 'synset': 'sugarberry.n.01', 'name': 'sugarberry'}, {'id': 19722, 'synset': 'iridaceous_plant.n.01', 'name': 'iridaceous_plant'}, {'id': 19723, 'synset': 'bearded_iris.n.01', 'name': 'bearded_iris'}, {'id': 19724, 'synset': 'beardless_iris.n.01', 'name': 'beardless_iris'}, {'id': 19725, 'synset': 'orrisroot.n.01', 'name': 'orrisroot'}, {'id': 19726, 'synset': 'dwarf_iris.n.02', 'name': 'dwarf_iris'}, {'id': 19727, 'synset': 'dutch_iris.n.02', 'name': 'Dutch_iris'}, {'id': 19728, 'synset': 'florentine_iris.n.01', 'name': 'Florentine_iris'}, {'id': 19729, 'synset': 'stinking_iris.n.01', 'name': 'stinking_iris'}, {'id': 19730, 'synset': 'german_iris.n.02', 'name': 'German_iris'}, {'id': 19731, 'synset': 'japanese_iris.n.01', 'name': 'Japanese_iris'}, {'id': 19732, 'synset': 'german_iris.n.01', 'name': 'German_iris'}, {'id': 19733, 'synset': 'dalmatian_iris.n.01', 'name': 'Dalmatian_iris'}, {'id': 19734, 'synset': 'persian_iris.n.01', 'name': 'Persian_iris'}, {'id': 19735, 'synset': 'dutch_iris.n.01', 'name': 'Dutch_iris'}, {'id': 19736, 'synset': 'dwarf_iris.n.01', 'name': 'dwarf_iris'}, {'id': 19737, 'synset': 'spanish_iris.n.01', 'name': 'Spanish_iris'}, {'id': 19738, 'synset': 'blackberry-lily.n.01', 'name': 'blackberry-lily'}, {'id': 19739, 'synset': 'crocus.n.01', 'name': 'crocus'}, {'id': 19740, 'synset': 'saffron.n.01', 'name': 'saffron'}, {'id': 19741, 'synset': 'corn_lily.n.01', 'name': 'corn_lily'}, {'id': 19742, 'synset': 'blue-eyed_grass.n.01', 'name': 'blue-eyed_grass'}, {'id': 19743, 'synset': 'wandflower.n.01', 'name': 'wandflower'}, {'id': 19744, 'synset': 'amaryllis.n.01', 'name': 'amaryllis'}, {'id': 19745, 'synset': 'salsilla.n.02', 'name': 'salsilla'}, {'id': 19746, 'synset': 'salsilla.n.01', 'name': 'salsilla'}, {'id': 19747, 'synset': 'blood_lily.n.01', 'name': 'blood_lily'}, {'id': 19748, 'synset': 'cape_tulip.n.01', 'name': 'Cape_tulip'}, {'id': 19749, 'synset': 'hippeastrum.n.01', 'name': 'hippeastrum'}, {'id': 19750, 'synset': 'narcissus.n.01', 'name': 'narcissus'}, {'id': 19751, 'synset': 'daffodil.n.01', 'name': 'daffodil'}, {'id': 19752, 'synset': 'jonquil.n.01', 'name': 'jonquil'}, {'id': 19753, 'synset': 'jonquil.n.02', 'name': 'jonquil'}, {'id': 19754, 'synset': 'jacobean_lily.n.01', 'name': 'Jacobean_lily'}, {'id': 19755, 'synset': 'liliaceous_plant.n.01', 'name': 'liliaceous_plant'}, {'id': 19756, 'synset': 'mountain_lily.n.01', 'name': 'mountain_lily'}, {'id': 19757, 'synset': 'canada_lily.n.01', 'name': 'Canada_lily'}, {'id': 19758, 'synset': 'tiger_lily.n.02', 'name': 'tiger_lily'}, {'id': 19759, 'synset': 'columbia_tiger_lily.n.01', 'name': 'Columbia_tiger_lily'}, {'id': 19760, 'synset': 'tiger_lily.n.01', 'name': 'tiger_lily'}, {'id': 19761, 'synset': 'easter_lily.n.01', 'name': 'Easter_lily'}, {'id': 19762, 'synset': 'coast_lily.n.01', 'name': 'coast_lily'}, {'id': 19763, 'synset': "turk's-cap.n.02", 'name': "Turk's-cap"}, {'id': 19764, 'synset': 'michigan_lily.n.01', 'name': 'Michigan_lily'}, {'id': 19765, 'synset': 'leopard_lily.n.01', 'name': 'leopard_lily'}, {'id': 19766, 'synset': "turk's-cap.n.01", 'name': "Turk's-cap"}, {'id': 19767, 'synset': 'african_lily.n.01', 'name': 'African_lily'}, {'id': 19768, 'synset': 'colicroot.n.01', 'name': 'colicroot'}, {'id': 19769, 'synset': 'ague_root.n.01', 'name': 'ague_root'}, {'id': 19770, 'synset': 'yellow_colicroot.n.01', 'name': 'yellow_colicroot'}, {'id': 19771, 'synset': 'alliaceous_plant.n.01', 'name': 'alliaceous_plant'}, {'id': 19772, 'synset': "hooker's_onion.n.01", 'name': "Hooker's_onion"}, {'id': 19773, 'synset': 'wild_leek.n.02', 'name': 'wild_leek'}, {'id': 19774, 'synset': 'canada_garlic.n.01', 'name': 'Canada_garlic'}, {'id': 19775, 'synset': 'keeled_garlic.n.01', 'name': 'keeled_garlic'}, {'id': 19776, 'synset': 'shallot.n.02', 'name': 'shallot'}, {'id': 19777, 'synset': 'nodding_onion.n.01', 'name': 'nodding_onion'}, {'id': 19778, 'synset': 'welsh_onion.n.01', 'name': 'Welsh_onion'}, {'id': 19779, 'synset': 'red-skinned_onion.n.01', 'name': 'red-skinned_onion'}, {'id': 19780, 'synset': 'daffodil_garlic.n.01', 'name': 'daffodil_garlic'}, {'id': 19781, 'synset': 'few-flowered_leek.n.01', 'name': 'few-flowered_leek'}, {'id': 19782, 'synset': 'garlic.n.01', 'name': 'garlic'}, {'id': 19783, 'synset': 'sand_leek.n.01', 'name': 'sand_leek'}, {'id': 19784, 'synset': 'chives.n.01', 'name': 'chives'}, {'id': 19785, 'synset': 'crow_garlic.n.01', 'name': 'crow_garlic'}, {'id': 19786, 'synset': 'wild_garlic.n.01', 'name': 'wild_garlic'}, {'id': 19787, 'synset': 'garlic_chive.n.01', 'name': 'garlic_chive'}, {'id': 19788, 'synset': 'round-headed_leek.n.01', 'name': 'round-headed_leek'}, {'id': 19789, 'synset': 'three-cornered_leek.n.01', 'name': 'three-cornered_leek'}, {'id': 19790, 'synset': 'cape_aloe.n.01', 'name': 'cape_aloe'}, {'id': 19791, 'synset': 'kniphofia.n.01', 'name': 'kniphofia'}, {'id': 19792, 'synset': 'poker_plant.n.01', 'name': 'poker_plant'}, {'id': 19793, 'synset': 'red-hot_poker.n.01', 'name': 'red-hot_poker'}, {'id': 19794, 'synset': 'fly_poison.n.01', 'name': 'fly_poison'}, {'id': 19795, 'synset': 'amber_lily.n.01', 'name': 'amber_lily'}, {'id': 19796, 'synset': 'asparagus.n.01', 'name': 'asparagus'}, {'id': 19797, 'synset': 'asparagus_fern.n.01', 'name': 'asparagus_fern'}, {'id': 19798, 'synset': 'smilax.n.02', 'name': 'smilax'}, {'id': 19799, 'synset': 'asphodel.n.01', 'name': 'asphodel'}, {'id': 19800, 'synset': "jacob's_rod.n.01", 'name': "Jacob's_rod"}, {'id': 19801, 'synset': 'aspidistra.n.01', 'name': 'aspidistra'}, {'id': 19802, 'synset': 'coral_drops.n.01', 'name': 'coral_drops'}, {'id': 19803, 'synset': 'christmas_bells.n.01', 'name': 'Christmas_bells'}, {'id': 19804, 'synset': 'climbing_onion.n.01', 'name': 'climbing_onion'}, {'id': 19805, 'synset': 'mariposa.n.01', 'name': 'mariposa'}, {'id': 19806, 'synset': 'globe_lily.n.01', 'name': 'globe_lily'}, {'id': 19807, 'synset': "cat's-ear.n.01", 'name': "cat's-ear"}, {'id': 19808, 'synset': 'white_globe_lily.n.01', 'name': 'white_globe_lily'}, {'id': 19809, 'synset': 'yellow_globe_lily.n.01', 'name': 'yellow_globe_lily'}, {'id': 19810, 'synset': 'rose_globe_lily.n.01', 'name': 'rose_globe_lily'}, {'id': 19811, 'synset': 'star_tulip.n.01', 'name': 'star_tulip'}, {'id': 19812, 'synset': 'desert_mariposa_tulip.n.01', 'name': 'desert_mariposa_tulip'}, {'id': 19813, 'synset': 'yellow_mariposa_tulip.n.01', 'name': 'yellow_mariposa_tulip'}, {'id': 19814, 'synset': 'sagebrush_mariposa_tulip.n.01', 'name': 'sagebrush_mariposa_tulip'}, {'id': 19815, 'synset': 'sego_lily.n.01', 'name': 'sego_lily'}, {'id': 19816, 'synset': 'camas.n.01', 'name': 'camas'}, {'id': 19817, 'synset': 'common_camas.n.01', 'name': 'common_camas'}, {'id': 19818, 'synset': "leichtlin's_camas.n.01", 'name': "Leichtlin's_camas"}, {'id': 19819, 'synset': 'wild_hyacinth.n.02', 'name': 'wild_hyacinth'}, {'id': 19820, 'synset': 'dogtooth_violet.n.01', 'name': 'dogtooth_violet'}, {'id': 19821, 'synset': 'white_dogtooth_violet.n.01', 'name': 'white_dogtooth_violet'}, {'id': 19822, 'synset': "yellow_adder's_tongue.n.01", 'name': "yellow_adder's_tongue"}, {'id': 19823, 'synset': 'european_dogtooth.n.01', 'name': 'European_dogtooth'}, {'id': 19824, 'synset': 'fawn_lily.n.01', 'name': 'fawn_lily'}, {'id': 19825, 'synset': 'glacier_lily.n.01', 'name': 'glacier_lily'}, {'id': 19826, 'synset': 'avalanche_lily.n.01', 'name': 'avalanche_lily'}, {'id': 19827, 'synset': 'fritillary.n.01', 'name': 'fritillary'}, {'id': 19828, 'synset': 'mission_bells.n.02', 'name': 'mission_bells'}, {'id': 19829, 'synset': 'mission_bells.n.01', 'name': 'mission_bells'}, {'id': 19830, 'synset': 'stink_bell.n.01', 'name': 'stink_bell'}, {'id': 19831, 'synset': 'crown_imperial.n.01', 'name': 'crown_imperial'}, {'id': 19832, 'synset': 'white_fritillary.n.01', 'name': 'white_fritillary'}, {'id': 19833, 'synset': "snake's_head_fritillary.n.01", 'name': "snake's_head_fritillary"}, {'id': 19834, 'synset': 'adobe_lily.n.01', 'name': 'adobe_lily'}, {'id': 19835, 'synset': 'scarlet_fritillary.n.01', 'name': 'scarlet_fritillary'}, {'id': 19836, 'synset': 'tulip.n.01', 'name': 'tulip'}, {'id': 19837, 'synset': 'dwarf_tulip.n.01', 'name': 'dwarf_tulip'}, {'id': 19838, 'synset': 'lady_tulip.n.01', 'name': 'lady_tulip'}, {'id': 19839, 'synset': 'tulipa_gesneriana.n.01', 'name': 'Tulipa_gesneriana'}, {'id': 19840, 'synset': 'cottage_tulip.n.01', 'name': 'cottage_tulip'}, {'id': 19841, 'synset': 'darwin_tulip.n.01', 'name': 'Darwin_tulip'}, {'id': 19842, 'synset': 'gloriosa.n.01', 'name': 'gloriosa'}, {'id': 19843, 'synset': 'lemon_lily.n.01', 'name': 'lemon_lily'}, {'id': 19844, 'synset': 'common_hyacinth.n.01', 'name': 'common_hyacinth'}, {'id': 19845, 'synset': 'roman_hyacinth.n.01', 'name': 'Roman_hyacinth'}, {'id': 19846, 'synset': 'summer_hyacinth.n.01', 'name': 'summer_hyacinth'}, {'id': 19847, 'synset': 'star-of-bethlehem.n.01', 'name': 'star-of-Bethlehem'}, {'id': 19848, 'synset': 'bath_asparagus.n.01', 'name': 'bath_asparagus'}, {'id': 19849, 'synset': 'grape_hyacinth.n.01', 'name': 'grape_hyacinth'}, {'id': 19850, 'synset': 'common_grape_hyacinth.n.01', 'name': 'common_grape_hyacinth'}, {'id': 19851, 'synset': 'tassel_hyacinth.n.01', 'name': 'tassel_hyacinth'}, {'id': 19852, 'synset': 'scilla.n.01', 'name': 'scilla'}, {'id': 19853, 'synset': 'spring_squill.n.01', 'name': 'spring_squill'}, {'id': 19854, 'synset': 'false_asphodel.n.01', 'name': 'false_asphodel'}, {'id': 19855, 'synset': 'scotch_asphodel.n.01', 'name': 'Scotch_asphodel'}, {'id': 19856, 'synset': 'sea_squill.n.01', 'name': 'sea_squill'}, {'id': 19857, 'synset': 'squill.n.01', 'name': 'squill'}, {'id': 19858, 'synset': "butcher's_broom.n.01", 'name': "butcher's_broom"}, {'id': 19859, 'synset': 'bog_asphodel.n.01', 'name': 'bog_asphodel'}, {'id': 19860, 'synset': 'european_bog_asphodel.n.01', 'name': 'European_bog_asphodel'}, {'id': 19861, 'synset': 'american_bog_asphodel.n.01', 'name': 'American_bog_asphodel'}, {'id': 19862, 'synset': 'hellebore.n.01', 'name': 'hellebore'}, {'id': 19863, 'synset': 'white_hellebore.n.01', 'name': 'white_hellebore'}, {'id': 19864, 'synset': 'squaw_grass.n.01', 'name': 'squaw_grass'}, {'id': 19865, 'synset': 'death_camas.n.01', 'name': 'death_camas'}, {'id': 19866, 'synset': 'alkali_grass.n.01', 'name': 'alkali_grass'}, {'id': 19867, 'synset': 'white_camas.n.01', 'name': 'white_camas'}, {'id': 19868, 'synset': 'poison_camas.n.01', 'name': 'poison_camas'}, {'id': 19869, 'synset': 'grassy_death_camas.n.01', 'name': 'grassy_death_camas'}, {'id': 19870, 'synset': 'prairie_wake-robin.n.01', 'name': 'prairie_wake-robin'}, {'id': 19871, 'synset': 'dwarf-white_trillium.n.01', 'name': 'dwarf-white_trillium'}, {'id': 19872, 'synset': 'herb_paris.n.01', 'name': 'herb_Paris'}, {'id': 19873, 'synset': 'sarsaparilla.n.01', 'name': 'sarsaparilla'}, {'id': 19874, 'synset': 'bullbrier.n.01', 'name': 'bullbrier'}, {'id': 19875, 'synset': 'rough_bindweed.n.01', 'name': 'rough_bindweed'}, {'id': 19876, 'synset': 'clintonia.n.01', 'name': 'clintonia'}, {'id': 19877, 'synset': 'false_lily_of_the_valley.n.02', 'name': 'false_lily_of_the_valley'}, {'id': 19878, 'synset': 'false_lily_of_the_valley.n.01', 'name': 'false_lily_of_the_valley'}, {'id': 19879, 'synset': "solomon's-seal.n.01", 'name': "Solomon's-seal"}, {'id': 19880, 'synset': "great_solomon's-seal.n.01", 'name': "great_Solomon's-seal"}, {'id': 19881, 'synset': 'bellwort.n.01', 'name': 'bellwort'}, {'id': 19882, 'synset': 'strawflower.n.01', 'name': 'strawflower'}, {'id': 19883, 'synset': 'pia.n.01', 'name': 'pia'}, {'id': 19884, 'synset': 'agave.n.01', 'name': 'agave'}, {'id': 19885, 'synset': 'american_agave.n.01', 'name': 'American_agave'}, {'id': 19886, 'synset': 'sisal.n.02', 'name': 'sisal'}, {'id': 19887, 'synset': 'maguey.n.02', 'name': 'maguey'}, {'id': 19888, 'synset': 'maguey.n.01', 'name': 'maguey'}, {'id': 19889, 'synset': 'agave_tequilana.n.01', 'name': 'Agave_tequilana'}, {'id': 19890, 'synset': 'cabbage_tree.n.03', 'name': 'cabbage_tree'}, {'id': 19891, 'synset': 'dracaena.n.01', 'name': 'dracaena'}, {'id': 19892, 'synset': 'tuberose.n.01', 'name': 'tuberose'}, {'id': 19893, 'synset': 'sansevieria.n.01', 'name': 'sansevieria'}, {'id': 19894, 'synset': 'african_bowstring_hemp.n.01', 'name': 'African_bowstring_hemp'}, {'id': 19895, 'synset': 'ceylon_bowstring_hemp.n.01', 'name': 'Ceylon_bowstring_hemp'}, {'id': 19896, 'synset': "mother-in-law's_tongue.n.01", 'name': "mother-in-law's_tongue"}, {'id': 19897, 'synset': 'spanish_bayonet.n.02', 'name': 'Spanish_bayonet'}, {'id': 19898, 'synset': 'spanish_bayonet.n.01', 'name': 'Spanish_bayonet'}, {'id': 19899, 'synset': 'joshua_tree.n.01', 'name': 'Joshua_tree'}, {'id': 19900, 'synset': 'soapweed.n.01', 'name': 'soapweed'}, {'id': 19901, 'synset': "adam's_needle.n.01", 'name': "Adam's_needle"}, {'id': 19902, 'synset': 'bear_grass.n.02', 'name': 'bear_grass'}, {'id': 19903, 'synset': 'spanish_dagger.n.01', 'name': 'Spanish_dagger'}, {'id': 19904, 'synset': "our_lord's_candle.n.01", 'name': "Our_Lord's_candle"}, {'id': 19905, 'synset': 'water_shamrock.n.01', 'name': 'water_shamrock'}, {'id': 19906, 'synset': 'butterfly_bush.n.01', 'name': 'butterfly_bush'}, {'id': 19907, 'synset': 'yellow_jasmine.n.01', 'name': 'yellow_jasmine'}, {'id': 19908, 'synset': 'flax.n.02', 'name': 'flax'}, {'id': 19909, 'synset': 'calabar_bean.n.01', 'name': 'calabar_bean'}, {'id': 19910, 'synset': 'bonduc.n.02', 'name': 'bonduc'}, {'id': 19911, 'synset': 'divi-divi.n.02', 'name': 'divi-divi'}, {'id': 19912, 'synset': 'mysore_thorn.n.01', 'name': 'Mysore_thorn'}, {'id': 19913, 'synset': 'brazilian_ironwood.n.01', 'name': 'brazilian_ironwood'}, {'id': 19914, 'synset': 'bird_of_paradise.n.01', 'name': 'bird_of_paradise'}, {'id': 19915, 'synset': 'shingle_tree.n.01', 'name': 'shingle_tree'}, {'id': 19916, 'synset': 'mountain_ebony.n.01', 'name': 'mountain_ebony'}, {'id': 19917, 'synset': 'msasa.n.01', 'name': 'msasa'}, {'id': 19918, 'synset': 'cassia.n.01', 'name': 'cassia'}, {'id': 19919, 'synset': 'golden_shower_tree.n.01', 'name': 'golden_shower_tree'}, {'id': 19920, 'synset': 'pink_shower.n.01', 'name': 'pink_shower'}, {'id': 19921, 'synset': 'rainbow_shower.n.01', 'name': 'rainbow_shower'}, {'id': 19922, 'synset': 'horse_cassia.n.01', 'name': 'horse_cassia'}, {'id': 19923, 'synset': 'carob.n.02', 'name': 'carob'}, {'id': 19924, 'synset': 'carob.n.01', 'name': 'carob'}, {'id': 19925, 'synset': 'paloverde.n.01', 'name': 'paloverde'}, {'id': 19926, 'synset': 'royal_poinciana.n.01', 'name': 'royal_poinciana'}, {'id': 19927, 'synset': 'locust_tree.n.01', 'name': 'locust_tree'}, {'id': 19928, 'synset': 'water_locust.n.01', 'name': 'water_locust'}, {'id': 19929, 'synset': 'honey_locust.n.01', 'name': 'honey_locust'}, {'id': 19930, 'synset': 'kentucky_coffee_tree.n.01', 'name': 'Kentucky_coffee_tree'}, {'id': 19931, 'synset': 'logwood.n.02', 'name': 'logwood'}, {'id': 19932, 'synset': 'jerusalem_thorn.n.03', 'name': 'Jerusalem_thorn'}, {'id': 19933, 'synset': 'palo_verde.n.01', 'name': 'palo_verde'}, {'id': 19934, 'synset': 'dalmatian_laburnum.n.01', 'name': 'Dalmatian_laburnum'}, {'id': 19935, 'synset': 'senna.n.01', 'name': 'senna'}, {'id': 19936, 'synset': 'avaram.n.01', 'name': 'avaram'}, {'id': 19937, 'synset': 'alexandria_senna.n.01', 'name': 'Alexandria_senna'}, {'id': 19938, 'synset': 'wild_senna.n.01', 'name': 'wild_senna'}, {'id': 19939, 'synset': 'sicklepod.n.01', 'name': 'sicklepod'}, {'id': 19940, 'synset': 'coffee_senna.n.01', 'name': 'coffee_senna'}, {'id': 19941, 'synset': 'tamarind.n.01', 'name': 'tamarind'}, {'id': 19942, 'synset': 'false_indigo.n.03', 'name': 'false_indigo'}, {'id': 19943, 'synset': 'false_indigo.n.02', 'name': 'false_indigo'}, {'id': 19944, 'synset': 'hog_peanut.n.01', 'name': 'hog_peanut'}, {'id': 19945, 'synset': 'angelim.n.01', 'name': 'angelim'}, {'id': 19946, 'synset': 'cabbage_bark.n.01', 'name': 'cabbage_bark'}, {'id': 19947, 'synset': 'kidney_vetch.n.01', 'name': 'kidney_vetch'}, {'id': 19948, 'synset': 'groundnut.n.01', 'name': 'groundnut'}, {'id': 19949, 'synset': 'rooibos.n.01', 'name': 'rooibos'}, {'id': 19950, 'synset': 'milk_vetch.n.01', 'name': 'milk_vetch'}, {'id': 19951, 'synset': 'alpine_milk_vetch.n.01', 'name': 'alpine_milk_vetch'}, {'id': 19952, 'synset': 'purple_milk_vetch.n.01', 'name': 'purple_milk_vetch'}, {'id': 19953, 'synset': 'camwood.n.01', 'name': 'camwood'}, {'id': 19954, 'synset': 'wild_indigo.n.01', 'name': 'wild_indigo'}, {'id': 19955, 'synset': 'blue_false_indigo.n.01', 'name': 'blue_false_indigo'}, {'id': 19956, 'synset': 'white_false_indigo.n.01', 'name': 'white_false_indigo'}, {'id': 19957, 'synset': 'indigo_broom.n.01', 'name': 'indigo_broom'}, {'id': 19958, 'synset': 'dhak.n.01', 'name': 'dhak'}, {'id': 19959, 'synset': 'pigeon_pea.n.01', 'name': 'pigeon_pea'}, {'id': 19960, 'synset': 'sword_bean.n.01', 'name': 'sword_bean'}, {'id': 19961, 'synset': 'pea_tree.n.01', 'name': 'pea_tree'}, {'id': 19962, 'synset': 'siberian_pea_tree.n.01', 'name': 'Siberian_pea_tree'}, {'id': 19963, 'synset': 'chinese_pea_tree.n.01', 'name': 'Chinese_pea_tree'}, {'id': 19964, 'synset': 'moreton_bay_chestnut.n.01', 'name': 'Moreton_Bay_chestnut'}, {'id': 19965, 'synset': 'butterfly_pea.n.03', 'name': 'butterfly_pea'}, {'id': 19966, 'synset': 'judas_tree.n.01', 'name': 'Judas_tree'}, {'id': 19967, 'synset': 'redbud.n.01', 'name': 'redbud'}, {'id': 19968, 'synset': 'western_redbud.n.01', 'name': 'western_redbud'}, {'id': 19969, 'synset': 'tagasaste.n.01', 'name': 'tagasaste'}, {'id': 19970, 'synset': 'weeping_tree_broom.n.01', 'name': 'weeping_tree_broom'}, {'id': 19971, 'synset': 'flame_pea.n.01', 'name': 'flame_pea'}, {'id': 19972, 'synset': 'chickpea.n.02', 'name': 'chickpea'}, {'id': 19973, 'synset': 'kentucky_yellowwood.n.01', 'name': 'Kentucky_yellowwood'}, {'id': 19974, 'synset': 'glory_pea.n.01', 'name': 'glory_pea'}, {'id': 19975, 'synset': 'desert_pea.n.01', 'name': 'desert_pea'}, {'id': 19976, 'synset': "parrot's_beak.n.01", 'name': "parrot's_beak"}, {'id': 19977, 'synset': 'butterfly_pea.n.02', 'name': 'butterfly_pea'}, {'id': 19978, 'synset': 'blue_pea.n.01', 'name': 'blue_pea'}, {'id': 19979, 'synset': 'telegraph_plant.n.01', 'name': 'telegraph_plant'}, {'id': 19980, 'synset': 'bladder_senna.n.01', 'name': 'bladder_senna'}, {'id': 19981, 'synset': 'axseed.n.01', 'name': 'axseed'}, {'id': 19982, 'synset': 'crotalaria.n.01', 'name': 'crotalaria'}, {'id': 19983, 'synset': 'guar.n.01', 'name': 'guar'}, {'id': 19984, 'synset': 'white_broom.n.01', 'name': 'white_broom'}, {'id': 19985, 'synset': 'common_broom.n.01', 'name': 'common_broom'}, {'id': 19986, 'synset': 'rosewood.n.02', 'name': 'rosewood'}, {'id': 19987, 'synset': 'indian_blackwood.n.01', 'name': 'Indian_blackwood'}, {'id': 19988, 'synset': 'sissoo.n.01', 'name': 'sissoo'}, {'id': 19989, 'synset': 'kingwood.n.02', 'name': 'kingwood'}, {'id': 19990, 'synset': 'brazilian_rosewood.n.01', 'name': 'Brazilian_rosewood'}, {'id': 19991, 'synset': 'cocobolo.n.01', 'name': 'cocobolo'}, {'id': 19992, 'synset': 'blackwood.n.02', 'name': 'blackwood'}, {'id': 19993, 'synset': 'bitter_pea.n.01', 'name': 'bitter_pea'}, {'id': 19994, 'synset': 'derris.n.01', 'name': 'derris'}, {'id': 19995, 'synset': 'derris_root.n.01', 'name': 'derris_root'}, {'id': 19996, 'synset': 'prairie_mimosa.n.01', 'name': 'prairie_mimosa'}, {'id': 19997, 'synset': 'tick_trefoil.n.01', 'name': 'tick_trefoil'}, {'id': 19998, 'synset': 'beggarweed.n.01', 'name': 'beggarweed'}, {'id': 19999, 'synset': 'australian_pea.n.01', 'name': 'Australian_pea'}, {'id': 20000, 'synset': 'coral_tree.n.01', 'name': 'coral_tree'}, {'id': 20001, 'synset': 'kaffir_boom.n.02', 'name': 'kaffir_boom'}, {'id': 20002, 'synset': 'coral_bean_tree.n.01', 'name': 'coral_bean_tree'}, {'id': 20003, 'synset': 'ceibo.n.01', 'name': 'ceibo'}, {'id': 20004, 'synset': 'kaffir_boom.n.01', 'name': 'kaffir_boom'}, {'id': 20005, 'synset': 'indian_coral_tree.n.01', 'name': 'Indian_coral_tree'}, {'id': 20006, 'synset': 'cork_tree.n.02', 'name': 'cork_tree'}, {'id': 20007, 'synset': "goat's_rue.n.02", 'name': "goat's_rue"}, {'id': 20008, 'synset': 'poison_bush.n.01', 'name': 'poison_bush'}, {'id': 20009, 'synset': 'spanish_broom.n.02', 'name': 'Spanish_broom'}, {'id': 20010, 'synset': 'woodwaxen.n.01', 'name': 'woodwaxen'}, {'id': 20011, 'synset': 'chanar.n.01', 'name': 'chanar'}, {'id': 20012, 'synset': 'gliricidia.n.01', 'name': 'gliricidia'}, {'id': 20013, 'synset': 'soy.n.01', 'name': 'soy'}, {'id': 20014, 'synset': 'licorice.n.01', 'name': 'licorice'}, {'id': 20015, 'synset': 'wild_licorice.n.02', 'name': 'wild_licorice'}, {'id': 20016, 'synset': 'licorice_root.n.01', 'name': 'licorice_root'}, {'id': 20017, 'synset': 'western_australia_coral_pea.n.01', 'name': 'Western_Australia_coral_pea'}, {'id': 20018, 'synset': 'sweet_vetch.n.01', 'name': 'sweet_vetch'}, {'id': 20019, 'synset': 'french_honeysuckle.n.02', 'name': 'French_honeysuckle'}, {'id': 20020, 'synset': 'anil.n.02', 'name': 'anil'}, {'id': 20021, 'synset': 'scarlet_runner.n.02', 'name': 'scarlet_runner'}, {'id': 20022, 'synset': 'hyacinth_bean.n.01', 'name': 'hyacinth_bean'}, {'id': 20023, 'synset': 'scotch_laburnum.n.01', 'name': 'Scotch_laburnum'}, {'id': 20024, 'synset': 'vetchling.n.01', 'name': 'vetchling'}, {'id': 20025, 'synset': 'wild_pea.n.01', 'name': 'wild_pea'}, {'id': 20026, 'synset': 'everlasting_pea.n.01', 'name': 'everlasting_pea'}, {'id': 20027, 'synset': 'beach_pea.n.01', 'name': 'beach_pea'}, {'id': 20028, 'synset': 'grass_vetch.n.01', 'name': 'grass_vetch'}, {'id': 20029, 'synset': 'marsh_pea.n.01', 'name': 'marsh_pea'}, {'id': 20030, 'synset': 'common_vetchling.n.01', 'name': 'common_vetchling'}, {'id': 20031, 'synset': 'grass_pea.n.01', 'name': 'grass_pea'}, {'id': 20032, 'synset': 'tangier_pea.n.01', 'name': 'Tangier_pea'}, {'id': 20033, 'synset': 'heath_pea.n.01', 'name': 'heath_pea'}, {'id': 20034, 'synset': 'bicolor_lespediza.n.01', 'name': 'bicolor_lespediza'}, {'id': 20035, 'synset': 'japanese_clover.n.01', 'name': 'japanese_clover'}, {'id': 20036, 'synset': 'korean_lespedeza.n.01', 'name': 'Korean_lespedeza'}, {'id': 20037, 'synset': 'sericea_lespedeza.n.01', 'name': 'sericea_lespedeza'}, {'id': 20038, 'synset': 'lentil.n.03', 'name': 'lentil'}, {'id': 20039, 'synset': 'lentil.n.02', 'name': 'lentil'}, {'id': 20040, 'synset': "prairie_bird's-foot_trefoil.n.01", 'name': "prairie_bird's-foot_trefoil"}, {'id': 20041, 'synset': "bird's_foot_trefoil.n.02", 'name': "bird's_foot_trefoil"}, {'id': 20042, 'synset': 'winged_pea.n.02', 'name': 'winged_pea'}, {'id': 20043, 'synset': 'lupine.n.01', 'name': 'lupine'}, {'id': 20044, 'synset': 'white_lupine.n.01', 'name': 'white_lupine'}, {'id': 20045, 'synset': 'tree_lupine.n.01', 'name': 'tree_lupine'}, {'id': 20046, 'synset': 'wild_lupine.n.01', 'name': 'wild_lupine'}, {'id': 20047, 'synset': 'bluebonnet.n.01', 'name': 'bluebonnet'}, {'id': 20048, 'synset': 'texas_bluebonnet.n.01', 'name': 'Texas_bluebonnet'}, {'id': 20049, 'synset': 'medic.n.01', 'name': 'medic'}, {'id': 20050, 'synset': 'moon_trefoil.n.01', 'name': 'moon_trefoil'}, {'id': 20051, 'synset': 'sickle_alfalfa.n.01', 'name': 'sickle_alfalfa'}, {'id': 20052, 'synset': 'calvary_clover.n.01', 'name': 'Calvary_clover'}, {'id': 20053, 'synset': 'black_medick.n.01', 'name': 'black_medick'}, {'id': 20054, 'synset': 'alfalfa.n.01', 'name': 'alfalfa'}, {'id': 20055, 'synset': 'millettia.n.01', 'name': 'millettia'}, {'id': 20056, 'synset': 'mucuna.n.01', 'name': 'mucuna'}, {'id': 20057, 'synset': 'cowage.n.02', 'name': 'cowage'}, {'id': 20058, 'synset': 'tolu_tree.n.01', 'name': 'tolu_tree'}, {'id': 20059, 'synset': 'peruvian_balsam.n.01', 'name': 'Peruvian_balsam'}, {'id': 20060, 'synset': 'sainfoin.n.01', 'name': 'sainfoin'}, {'id': 20061, 'synset': 'restharrow.n.02', 'name': 'restharrow'}, {'id': 20062, 'synset': 'bead_tree.n.01', 'name': 'bead_tree'}, {'id': 20063, 'synset': 'jumby_bead.n.01', 'name': 'jumby_bead'}, {'id': 20064, 'synset': 'locoweed.n.01', 'name': 'locoweed'}, {'id': 20065, 'synset': 'purple_locoweed.n.01', 'name': 'purple_locoweed'}, {'id': 20066, 'synset': 'tumbleweed.n.01', 'name': 'tumbleweed'}, {'id': 20067, 'synset': 'yam_bean.n.02', 'name': 'yam_bean'}, {'id': 20068, 'synset': 'shamrock_pea.n.01', 'name': 'shamrock_pea'}, {'id': 20069, 'synset': 'pole_bean.n.01', 'name': 'pole_bean'}, {'id': 20070, 'synset': 'kidney_bean.n.01', 'name': 'kidney_bean'}, {'id': 20071, 'synset': 'haricot.n.01', 'name': 'haricot'}, {'id': 20072, 'synset': 'wax_bean.n.01', 'name': 'wax_bean'}, {'id': 20073, 'synset': 'scarlet_runner.n.01', 'name': 'scarlet_runner'}, {'id': 20074, 'synset': 'lima_bean.n.02', 'name': 'lima_bean'}, {'id': 20075, 'synset': 'sieva_bean.n.01', 'name': 'sieva_bean'}, {'id': 20076, 'synset': 'tepary_bean.n.01', 'name': 'tepary_bean'}, {'id': 20077, 'synset': 'chaparral_pea.n.01', 'name': 'chaparral_pea'}, {'id': 20078, 'synset': 'jamaica_dogwood.n.01', 'name': 'Jamaica_dogwood'}, {'id': 20079, 'synset': 'pea.n.02', 'name': 'pea'}, {'id': 20080, 'synset': 'garden_pea.n.01', 'name': 'garden_pea'}, {'id': 20081, 'synset': 'edible-pod_pea.n.01', 'name': 'edible-pod_pea'}, {'id': 20082, 'synset': 'sugar_snap_pea.n.01', 'name': 'sugar_snap_pea'}, {'id': 20083, 'synset': 'field_pea.n.02', 'name': 'field_pea'}, {'id': 20084, 'synset': 'field_pea.n.01', 'name': 'field_pea'}, {'id': 20085, 'synset': 'common_flat_pea.n.01', 'name': 'common_flat_pea'}, {'id': 20086, 'synset': 'quira.n.02', 'name': 'quira'}, {'id': 20087, 'synset': 'roble.n.01', 'name': 'roble'}, {'id': 20088, 'synset': 'panama_redwood_tree.n.01', 'name': 'Panama_redwood_tree'}, {'id': 20089, 'synset': 'indian_beech.n.01', 'name': 'Indian_beech'}, {'id': 20090, 'synset': 'winged_bean.n.01', 'name': 'winged_bean'}, {'id': 20091, 'synset': 'breadroot.n.01', 'name': 'breadroot'}, {'id': 20092, 'synset': 'bloodwood_tree.n.01', 'name': 'bloodwood_tree'}, {'id': 20093, 'synset': 'kino.n.02', 'name': 'kino'}, {'id': 20094, 'synset': 'red_sandalwood.n.02', 'name': 'red_sandalwood'}, {'id': 20095, 'synset': 'kudzu.n.01', 'name': 'kudzu'}, {'id': 20096, 'synset': 'bristly_locust.n.01', 'name': 'bristly_locust'}, {'id': 20097, 'synset': 'black_locust.n.02', 'name': 'black_locust'}, {'id': 20098, 'synset': 'clammy_locust.n.01', 'name': 'clammy_locust'}, {'id': 20099, 'synset': 'carib_wood.n.01', 'name': 'carib_wood'}, {'id': 20100, 'synset': 'colorado_river_hemp.n.01', 'name': 'Colorado_River_hemp'}, {'id': 20101, 'synset': 'scarlet_wisteria_tree.n.01', 'name': 'scarlet_wisteria_tree'}, {'id': 20102, 'synset': 'japanese_pagoda_tree.n.01', 'name': 'Japanese_pagoda_tree'}, {'id': 20103, 'synset': 'mescal_bean.n.01', 'name': 'mescal_bean'}, {'id': 20104, 'synset': 'kowhai.n.01', 'name': 'kowhai'}, {'id': 20105, 'synset': 'jade_vine.n.01', 'name': 'jade_vine'}, {'id': 20106, 'synset': 'hoary_pea.n.01', 'name': 'hoary_pea'}, {'id': 20107, 'synset': 'bastard_indigo.n.01', 'name': 'bastard_indigo'}, {'id': 20108, 'synset': 'catgut.n.01', 'name': 'catgut'}, {'id': 20109, 'synset': 'bush_pea.n.01', 'name': 'bush_pea'}, {'id': 20110, 'synset': 'false_lupine.n.01', 'name': 'false_lupine'}, {'id': 20111, 'synset': 'carolina_lupine.n.01', 'name': 'Carolina_lupine'}, {'id': 20112, 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'name': 'hagberry_tree'}, {'id': 20317, 'synset': 'hagberry.n.01', 'name': 'hagberry'}, {'id': 20318, 'synset': 'pin_cherry.n.01', 'name': 'pin_cherry'}, {'id': 20319, 'synset': 'peach.n.01', 'name': 'peach'}, {'id': 20320, 'synset': 'nectarine.n.01', 'name': 'nectarine'}, {'id': 20321, 'synset': 'sand_cherry.n.01', 'name': 'sand_cherry'}, {'id': 20322, 'synset': 'japanese_plum.n.01', 'name': 'Japanese_plum'}, {'id': 20323, 'synset': 'black_cherry.n.01', 'name': 'black_cherry'}, {'id': 20324, 'synset': 'flowering_cherry.n.01', 'name': 'flowering_cherry'}, {'id': 20325, 'synset': 'oriental_cherry.n.01', 'name': 'oriental_cherry'}, {'id': 20326, 'synset': 'japanese_flowering_cherry.n.01', 'name': 'Japanese_flowering_cherry'}, {'id': 20327, 'synset': 'sierra_plum.n.01', 'name': 'Sierra_plum'}, {'id': 20328, 'synset': 'rosebud_cherry.n.01', 'name': 'rosebud_cherry'}, {'id': 20329, 'synset': 'russian_almond.n.01', 'name': 'Russian_almond'}, {'id': 20330, 'synset': 'flowering_almond.n.01', 'name': 'flowering_almond'}, {'id': 20331, 'synset': 'chokecherry.n.02', 'name': 'chokecherry'}, {'id': 20332, 'synset': 'chokecherry.n.01', 'name': 'chokecherry'}, {'id': 20333, 'synset': 'western_chokecherry.n.01', 'name': 'western_chokecherry'}, {'id': 20334, 'synset': 'pyracantha.n.01', 'name': 'Pyracantha'}, {'id': 20335, 'synset': 'pear.n.02', 'name': 'pear'}, {'id': 20336, 'synset': 'fruit_tree.n.01', 'name': 'fruit_tree'}, {'id': 20337, 'synset': 'bramble_bush.n.01', 'name': 'bramble_bush'}, {'id': 20338, 'synset': 'lawyerbush.n.01', 'name': 'lawyerbush'}, {'id': 20339, 'synset': 'stone_bramble.n.01', 'name': 'stone_bramble'}, {'id': 20340, 'synset': 'sand_blackberry.n.01', 'name': 'sand_blackberry'}, {'id': 20341, 'synset': 'boysenberry.n.01', 'name': 'boysenberry'}, {'id': 20342, 'synset': 'loganberry.n.01', 'name': 'loganberry'}, {'id': 20343, 'synset': 'american_dewberry.n.02', 'name': 'American_dewberry'}, {'id': 20344, 'synset': 'northern_dewberry.n.01', 'name': 'Northern_dewberry'}, {'id': 20345, 'synset': 'southern_dewberry.n.01', 'name': 'Southern_dewberry'}, {'id': 20346, 'synset': 'swamp_dewberry.n.01', 'name': 'swamp_dewberry'}, {'id': 20347, 'synset': 'european_dewberry.n.01', 'name': 'European_dewberry'}, {'id': 20348, 'synset': 'raspberry.n.01', 'name': 'raspberry'}, {'id': 20349, 'synset': 'wild_raspberry.n.01', 'name': 'wild_raspberry'}, {'id': 20350, 'synset': 'american_raspberry.n.01', 'name': 'American_raspberry'}, {'id': 20351, 'synset': 'black_raspberry.n.01', 'name': 'black_raspberry'}, {'id': 20352, 'synset': 'salmonberry.n.03', 'name': 'salmonberry'}, {'id': 20353, 'synset': 'salmonberry.n.02', 'name': 'salmonberry'}, {'id': 20354, 'synset': 'wineberry.n.01', 'name': 'wineberry'}, {'id': 20355, 'synset': 'mountain_ash.n.01', 'name': 'mountain_ash'}, {'id': 20356, 'synset': 'rowan.n.01', 'name': 'rowan'}, {'id': 20357, 'synset': 'rowanberry.n.01', 'name': 'rowanberry'}, {'id': 20358, 'synset': 'american_mountain_ash.n.01', 'name': 'American_mountain_ash'}, {'id': 20359, 'synset': 'western_mountain_ash.n.01', 'name': 'Western_mountain_ash'}, {'id': 20360, 'synset': 'service_tree.n.01', 'name': 'service_tree'}, {'id': 20361, 'synset': 'wild_service_tree.n.01', 'name': 'wild_service_tree'}, {'id': 20362, 'synset': 'spirea.n.02', 'name': 'spirea'}, {'id': 20363, 'synset': 'bridal_wreath.n.02', 'name': 'bridal_wreath'}, {'id': 20364, 'synset': 'madderwort.n.01', 'name': 'madderwort'}, {'id': 20365, 'synset': 'indian_madder.n.01', 'name': 'Indian_madder'}, {'id': 20366, 'synset': 'madder.n.01', 'name': 'madder'}, {'id': 20367, 'synset': 'woodruff.n.02', 'name': 'woodruff'}, {'id': 20368, 'synset': 'dagame.n.01', 'name': 'dagame'}, {'id': 20369, 'synset': 'blolly.n.01', 'name': 'blolly'}, {'id': 20370, 'synset': 'coffee.n.02', 'name': 'coffee'}, {'id': 20371, 'synset': 'arabian_coffee.n.01', 'name': 'Arabian_coffee'}, {'id': 20372, 'synset': 'liberian_coffee.n.01', 'name': 'Liberian_coffee'}, {'id': 20373, 'synset': 'robusta_coffee.n.01', 'name': 'robusta_coffee'}, {'id': 20374, 'synset': 'cinchona.n.02', 'name': 'cinchona'}, {'id': 20375, 'synset': 'cartagena_bark.n.01', 'name': 'Cartagena_bark'}, {'id': 20376, 'synset': 'calisaya.n.01', 'name': 'calisaya'}, {'id': 20377, 'synset': 'cinchona_tree.n.01', 'name': 'cinchona_tree'}, {'id': 20378, 'synset': 'cinchona.n.01', 'name': 'cinchona'}, {'id': 20379, 'synset': 'bedstraw.n.01', 'name': 'bedstraw'}, {'id': 20380, 'synset': 'sweet_woodruff.n.01', 'name': 'sweet_woodruff'}, {'id': 20381, 'synset': 'northern_bedstraw.n.01', 'name': 'Northern_bedstraw'}, {'id': 20382, 'synset': 'yellow_bedstraw.n.01', 'name': 'yellow_bedstraw'}, {'id': 20383, 'synset': 'wild_licorice.n.01', 'name': 'wild_licorice'}, {'id': 20384, 'synset': 'cleavers.n.01', 'name': 'cleavers'}, {'id': 20385, 'synset': 'wild_madder.n.01', 'name': 'wild_madder'}, {'id': 20386, 'synset': 'cape_jasmine.n.01', 'name': 'cape_jasmine'}, {'id': 20387, 'synset': 'genipa.n.01', 'name': 'genipa'}, {'id': 20388, 'synset': 'genipap_fruit.n.01', 'name': 'genipap_fruit'}, {'id': 20389, 'synset': 'hamelia.n.01', 'name': 'hamelia'}, {'id': 20390, 'synset': 'scarlet_bush.n.01', 'name': 'scarlet_bush'}, {'id': 20391, 'synset': 'lemonwood.n.02', 'name': 'lemonwood'}, {'id': 20392, 'synset': 'negro_peach.n.01', 'name': 'negro_peach'}, {'id': 20393, 'synset': 'wild_medlar.n.01', 'name': 'wild_medlar'}, {'id': 20394, 'synset': 'spanish_tamarind.n.01', 'name': 'Spanish_tamarind'}, {'id': 20395, 'synset': 'abelia.n.01', 'name': 'abelia'}, {'id': 20396, 'synset': 'bush_honeysuckle.n.02', 'name': 'bush_honeysuckle'}, {'id': 20397, 'synset': 'american_twinflower.n.01', 'name': 'American_twinflower'}, {'id': 20398, 'synset': 'honeysuckle.n.01', 'name': 'honeysuckle'}, {'id': 20399, 'synset': 'american_fly_honeysuckle.n.01', 'name': 'American_fly_honeysuckle'}, {'id': 20400, 'synset': 'italian_honeysuckle.n.01', 'name': 'Italian_honeysuckle'}, {'id': 20401, 'synset': 'yellow_honeysuckle.n.01', 'name': 'yellow_honeysuckle'}, {'id': 20402, 'synset': 'hairy_honeysuckle.n.01', 'name': 'hairy_honeysuckle'}, {'id': 20403, 'synset': 'japanese_honeysuckle.n.01', 'name': 'Japanese_honeysuckle'}, {'id': 20404, 'synset': "hall's_honeysuckle.n.01", 'name': "Hall's_honeysuckle"}, {'id': 20405, 'synset': "morrow's_honeysuckle.n.01", 'name': "Morrow's_honeysuckle"}, {'id': 20406, 'synset': 'woodbine.n.02', 'name': 'woodbine'}, {'id': 20407, 'synset': 'trumpet_honeysuckle.n.01', 'name': 'trumpet_honeysuckle'}, {'id': 20408, 'synset': 'european_fly_honeysuckle.n.01', 'name': 'European_fly_honeysuckle'}, {'id': 20409, 'synset': 'swamp_fly_honeysuckle.n.01', 'name': 'swamp_fly_honeysuckle'}, {'id': 20410, 'synset': 'snowberry.n.01', 'name': 'snowberry'}, {'id': 20411, 'synset': 'coralberry.n.01', 'name': 'coralberry'}, {'id': 20412, 'synset': 'blue_elder.n.01', 'name': 'blue_elder'}, {'id': 20413, 'synset': 'dwarf_elder.n.01', 'name': 'dwarf_elder'}, {'id': 20414, 'synset': 'american_red_elder.n.01', 'name': 'American_red_elder'}, {'id': 20415, 'synset': 'european_red_elder.n.01', 'name': 'European_red_elder'}, {'id': 20416, 'synset': 'feverroot.n.01', 'name': 'feverroot'}, {'id': 20417, 'synset': 'cranberry_bush.n.01', 'name': 'cranberry_bush'}, {'id': 20418, 'synset': 'wayfaring_tree.n.01', 'name': 'wayfaring_tree'}, {'id': 20419, 'synset': 'guelder_rose.n.01', 'name': 'guelder_rose'}, {'id': 20420, 'synset': 'arrow_wood.n.01', 'name': 'arrow_wood'}, {'id': 20421, 'synset': 'black_haw.n.02', 'name': 'black_haw'}, {'id': 20422, 'synset': 'weigela.n.01', 'name': 'weigela'}, {'id': 20423, 'synset': 'teasel.n.01', 'name': 'teasel'}, {'id': 20424, 'synset': 'common_teasel.n.01', 'name': 'common_teasel'}, {'id': 20425, 'synset': "fuller's_teasel.n.01", 'name': "fuller's_teasel"}, {'id': 20426, 'synset': 'wild_teasel.n.01', 'name': 'wild_teasel'}, {'id': 20427, 'synset': 'scabious.n.01', 'name': 'scabious'}, {'id': 20428, 'synset': 'sweet_scabious.n.01', 'name': 'sweet_scabious'}, {'id': 20429, 'synset': 'field_scabious.n.01', 'name': 'field_scabious'}, {'id': 20430, 'synset': 'jewelweed.n.01', 'name': 'jewelweed'}, {'id': 20431, 'synset': 'geranium.n.01', 'name': 'geranium'}, {'id': 20432, 'synset': 'cranesbill.n.01', 'name': 'cranesbill'}, {'id': 20433, 'synset': 'wild_geranium.n.01', 'name': 'wild_geranium'}, {'id': 20434, 'synset': 'meadow_cranesbill.n.01', 'name': 'meadow_cranesbill'}, {'id': 20435, 'synset': "richardson's_geranium.n.01", 'name': "Richardson's_geranium"}, {'id': 20436, 'synset': 'herb_robert.n.01', 'name': 'herb_robert'}, {'id': 20437, 'synset': 'sticky_geranium.n.01', 'name': 'sticky_geranium'}, {'id': 20438, 'synset': "dove's_foot_geranium.n.01", 'name': "dove's_foot_geranium"}, {'id': 20439, 'synset': 'rose_geranium.n.01', 'name': 'rose_geranium'}, {'id': 20440, 'synset': 'fish_geranium.n.01', 'name': 'fish_geranium'}, {'id': 20441, 'synset': 'ivy_geranium.n.01', 'name': 'ivy_geranium'}, {'id': 20442, 'synset': 'apple_geranium.n.01', 'name': 'apple_geranium'}, {'id': 20443, 'synset': 'lemon_geranium.n.01', 'name': 'lemon_geranium'}, {'id': 20444, 'synset': 'storksbill.n.01', 'name': 'storksbill'}, {'id': 20445, 'synset': 'musk_clover.n.01', 'name': 'musk_clover'}, {'id': 20446, 'synset': 'incense_tree.n.01', 'name': 'incense_tree'}, {'id': 20447, 'synset': 'elephant_tree.n.01', 'name': 'elephant_tree'}, {'id': 20448, 'synset': 'gumbo-limbo.n.01', 'name': 'gumbo-limbo'}, {'id': 20449, 'synset': 'boswellia_carteri.n.01', 'name': 'Boswellia_carteri'}, {'id': 20450, 'synset': 'salai.n.01', 'name': 'salai'}, {'id': 20451, 'synset': 'balm_of_gilead.n.03', 'name': 'balm_of_gilead'}, {'id': 20452, 'synset': 'myrrh_tree.n.01', 'name': 'myrrh_tree'}, {'id': 20453, 'synset': 'protium_heptaphyllum.n.01', 'name': 'Protium_heptaphyllum'}, {'id': 20454, 'synset': 'protium_guianense.n.01', 'name': 'Protium_guianense'}, {'id': 20455, 'synset': 'water_starwort.n.01', 'name': 'water_starwort'}, {'id': 20456, 'synset': 'barbados_cherry.n.01', 'name': 'barbados_cherry'}, {'id': 20457, 'synset': 'mahogany.n.02', 'name': 'mahogany'}, {'id': 20458, 'synset': 'chinaberry.n.02', 'name': 'chinaberry'}, {'id': 20459, 'synset': 'neem.n.01', 'name': 'neem'}, {'id': 20460, 'synset': 'neem_seed.n.01', 'name': 'neem_seed'}, {'id': 20461, 'synset': 'spanish_cedar.n.01', 'name': 'Spanish_cedar'}, {'id': 20462, 'synset': 'satinwood.n.03', 'name': 'satinwood'}, {'id': 20463, 'synset': 'african_scented_mahogany.n.01', 'name': 'African_scented_mahogany'}, {'id': 20464, 'synset': 'silver_ash.n.01', 'name': 'silver_ash'}, {'id': 20465, 'synset': 'native_beech.n.01', 'name': 'native_beech'}, {'id': 20466, 'synset': 'bunji-bunji.n.01', 'name': 'bunji-bunji'}, {'id': 20467, 'synset': 'african_mahogany.n.01', 'name': 'African_mahogany'}, {'id': 20468, 'synset': 'lanseh_tree.n.01', 'name': 'lanseh_tree'}, {'id': 20469, 'synset': 'true_mahogany.n.01', 'name': 'true_mahogany'}, {'id': 20470, 'synset': 'honduras_mahogany.n.01', 'name': 'Honduras_mahogany'}, {'id': 20471, 'synset': 'philippine_mahogany.n.02', 'name': 'Philippine_mahogany'}, {'id': 20472, 'synset': 'caracolito.n.01', 'name': 'caracolito'}, {'id': 20473, 'synset': 'common_wood_sorrel.n.01', 'name': 'common_wood_sorrel'}, {'id': 20474, 'synset': 'bermuda_buttercup.n.01', 'name': 'Bermuda_buttercup'}, {'id': 20475, 'synset': 'creeping_oxalis.n.01', 'name': 'creeping_oxalis'}, {'id': 20476, 'synset': 'goatsfoot.n.01', 'name': 'goatsfoot'}, {'id': 20477, 'synset': 'violet_wood_sorrel.n.01', 'name': 'violet_wood_sorrel'}, {'id': 20478, 'synset': 'oca.n.01', 'name': 'oca'}, {'id': 20479, 'synset': 'carambola.n.01', 'name': 'carambola'}, {'id': 20480, 'synset': 'bilimbi.n.01', 'name': 'bilimbi'}, {'id': 20481, 'synset': 'milkwort.n.01', 'name': 'milkwort'}, {'id': 20482, 'synset': 'senega.n.02', 'name': 'senega'}, {'id': 20483, 'synset': 'orange_milkwort.n.01', 'name': 'orange_milkwort'}, {'id': 20484, 'synset': 'flowering_wintergreen.n.01', 'name': 'flowering_wintergreen'}, {'id': 20485, 'synset': 'seneca_snakeroot.n.01', 'name': 'Seneca_snakeroot'}, {'id': 20486, 'synset': 'common_milkwort.n.01', 'name': 'common_milkwort'}, {'id': 20487, 'synset': 'rue.n.01', 'name': 'rue'}, {'id': 20488, 'synset': 'citrus.n.02', 'name': 'citrus'}, {'id': 20489, 'synset': 'orange.n.03', 'name': 'orange'}, {'id': 20490, 'synset': 'sour_orange.n.01', 'name': 'sour_orange'}, {'id': 20491, 'synset': 'bergamot.n.01', 'name': 'bergamot'}, {'id': 20492, 'synset': 'pomelo.n.01', 'name': 'pomelo'}, {'id': 20493, 'synset': 'citron.n.02', 'name': 'citron'}, {'id': 20494, 'synset': 'grapefruit.n.01', 'name': 'grapefruit'}, {'id': 20495, 'synset': 'mandarin.n.01', 'name': 'mandarin'}, {'id': 20496, 'synset': 'tangerine.n.01', 'name': 'tangerine'}, {'id': 20497, 'synset': 'satsuma.n.01', 'name': 'satsuma'}, {'id': 20498, 'synset': 'sweet_orange.n.02', 'name': 'sweet_orange'}, {'id': 20499, 'synset': 'temple_orange.n.01', 'name': 'temple_orange'}, {'id': 20500, 'synset': 'tangelo.n.01', 'name': 'tangelo'}, {'id': 20501, 'synset': 'rangpur.n.01', 'name': 'rangpur'}, {'id': 20502, 'synset': 'lemon.n.03', 'name': 'lemon'}, {'id': 20503, 'synset': 'sweet_lemon.n.01', 'name': 'sweet_lemon'}, {'id': 20504, 'synset': 'lime.n.04', 'name': 'lime'}, {'id': 20505, 'synset': 'citrange.n.01', 'name': 'citrange'}, {'id': 20506, 'synset': 'fraxinella.n.01', 'name': 'fraxinella'}, {'id': 20507, 'synset': 'kumquat.n.01', 'name': 'kumquat'}, {'id': 20508, 'synset': 'marumi.n.01', 'name': 'marumi'}, {'id': 20509, 'synset': 'nagami.n.01', 'name': 'nagami'}, {'id': 20510, 'synset': 'cork_tree.n.01', 'name': 'cork_tree'}, {'id': 20511, 'synset': 'trifoliate_orange.n.01', 'name': 'trifoliate_orange'}, {'id': 20512, 'synset': 'prickly_ash.n.01', 'name': 'prickly_ash'}, {'id': 20513, 'synset': 'toothache_tree.n.01', 'name': 'toothache_tree'}, {'id': 20514, 'synset': "hercules'-club.n.01", 'name': "Hercules'-club"}, {'id': 20515, 'synset': 'bitterwood_tree.n.01', 'name': 'bitterwood_tree'}, {'id': 20516, 'synset': 'marupa.n.01', 'name': 'marupa'}, {'id': 20517, 'synset': 'paradise_tree.n.01', 'name': 'paradise_tree'}, {'id': 20518, 'synset': 'ailanthus.n.01', 'name': 'ailanthus'}, {'id': 20519, 'synset': 'tree_of_heaven.n.01', 'name': 'tree_of_heaven'}, {'id': 20520, 'synset': 'wild_mango.n.01', 'name': 'wild_mango'}, {'id': 20521, 'synset': 'pepper_tree.n.02', 'name': 'pepper_tree'}, {'id': 20522, 'synset': 'jamaica_quassia.n.02', 'name': 'Jamaica_quassia'}, {'id': 20523, 'synset': 'quassia.n.02', 'name': 'quassia'}, {'id': 20524, 'synset': 'nasturtium.n.01', 'name': 'nasturtium'}, {'id': 20525, 'synset': 'garden_nasturtium.n.01', 'name': 'garden_nasturtium'}, {'id': 20526, 'synset': 'bush_nasturtium.n.01', 'name': 'bush_nasturtium'}, {'id': 20527, 'synset': 'canarybird_flower.n.01', 'name': 'canarybird_flower'}, {'id': 20528, 'synset': 'bean_caper.n.01', 'name': 'bean_caper'}, {'id': 20529, 'synset': 'palo_santo.n.01', 'name': 'palo_santo'}, {'id': 20530, 'synset': 'lignum_vitae.n.02', 'name': 'lignum_vitae'}, {'id': 20531, 'synset': 'creosote_bush.n.01', 'name': 'creosote_bush'}, {'id': 20532, 'synset': 'caltrop.n.01', 'name': 'caltrop'}, {'id': 20533, 'synset': 'willow.n.01', 'name': 'willow'}, {'id': 20534, 'synset': 'osier.n.02', 'name': 'osier'}, {'id': 20535, 'synset': 'white_willow.n.01', 'name': 'white_willow'}, {'id': 20536, 'synset': 'silver_willow.n.01', 'name': 'silver_willow'}, {'id': 20537, 'synset': 'golden_willow.n.01', 'name': 'golden_willow'}, {'id': 20538, 'synset': 'cricket-bat_willow.n.01', 'name': 'cricket-bat_willow'}, {'id': 20539, 'synset': 'arctic_willow.n.01', 'name': 'arctic_willow'}, {'id': 20540, 'synset': 'weeping_willow.n.01', 'name': 'weeping_willow'}, {'id': 20541, 'synset': 'wisconsin_weeping_willow.n.01', 'name': 'Wisconsin_weeping_willow'}, {'id': 20542, 'synset': 'pussy_willow.n.01', 'name': 'pussy_willow'}, {'id': 20543, 'synset': 'sallow.n.01', 'name': 'sallow'}, {'id': 20544, 'synset': 'goat_willow.n.01', 'name': 'goat_willow'}, {'id': 20545, 'synset': 'peachleaf_willow.n.01', 'name': 'peachleaf_willow'}, {'id': 20546, 'synset': 'almond_willow.n.01', 'name': 'almond_willow'}, {'id': 20547, 'synset': 'hoary_willow.n.01', 'name': 'hoary_willow'}, {'id': 20548, 'synset': 'crack_willow.n.01', 'name': 'crack_willow'}, {'id': 20549, 'synset': 'prairie_willow.n.01', 'name': 'prairie_willow'}, {'id': 20550, 'synset': 'dwarf_willow.n.01', 'name': 'dwarf_willow'}, {'id': 20551, 'synset': 'grey_willow.n.01', 'name': 'grey_willow'}, {'id': 20552, 'synset': 'arroyo_willow.n.01', 'name': 'arroyo_willow'}, {'id': 20553, 'synset': 'shining_willow.n.01', 'name': 'shining_willow'}, {'id': 20554, 'synset': 'swamp_willow.n.01', 'name': 'swamp_willow'}, {'id': 20555, 'synset': 'bay_willow.n.01', 'name': 'bay_willow'}, {'id': 20556, 'synset': 'purple_willow.n.01', 'name': 'purple_willow'}, {'id': 20557, 'synset': 'balsam_willow.n.01', 'name': 'balsam_willow'}, {'id': 20558, 'synset': 'creeping_willow.n.01', 'name': 'creeping_willow'}, {'id': 20559, 'synset': 'sitka_willow.n.01', 'name': 'Sitka_willow'}, {'id': 20560, 'synset': 'dwarf_grey_willow.n.01', 'name': 'dwarf_grey_willow'}, {'id': 20561, 'synset': 'bearberry_willow.n.01', 'name': 'bearberry_willow'}, {'id': 20562, 'synset': 'common_osier.n.01', 'name': 'common_osier'}, {'id': 20563, 'synset': 'poplar.n.02', 'name': 'poplar'}, {'id': 20564, 'synset': 'balsam_poplar.n.01', 'name': 'balsam_poplar'}, {'id': 20565, 'synset': 'white_poplar.n.01', 'name': 'white_poplar'}, {'id': 20566, 'synset': 'grey_poplar.n.01', 'name': 'grey_poplar'}, {'id': 20567, 'synset': 'black_poplar.n.01', 'name': 'black_poplar'}, {'id': 20568, 'synset': 'lombardy_poplar.n.01', 'name': 'Lombardy_poplar'}, {'id': 20569, 'synset': 'cottonwood.n.01', 'name': 'cottonwood'}, {'id': 20570, 'synset': 'eastern_cottonwood.n.01', 'name': 'Eastern_cottonwood'}, {'id': 20571, 'synset': 'black_cottonwood.n.02', 'name': 'black_cottonwood'}, {'id': 20572, 'synset': 'swamp_cottonwood.n.01', 'name': 'swamp_cottonwood'}, {'id': 20573, 'synset': 'aspen.n.01', 'name': 'aspen'}, {'id': 20574, 'synset': 'quaking_aspen.n.01', 'name': 'quaking_aspen'}, {'id': 20575, 'synset': 'american_quaking_aspen.n.01', 'name': 'American_quaking_aspen'}, {'id': 20576, 'synset': 'canadian_aspen.n.01', 'name': 'Canadian_aspen'}, {'id': 20577, 'synset': 'sandalwood_tree.n.01', 'name': 'sandalwood_tree'}, {'id': 20578, 'synset': 'quandong.n.01', 'name': 'quandong'}, {'id': 20579, 'synset': 'rabbitwood.n.01', 'name': 'rabbitwood'}, {'id': 20580, 'synset': 'loranthaceae.n.01', 'name': 'Loranthaceae'}, {'id': 20581, 'synset': 'mistletoe.n.03', 'name': 'mistletoe'}, {'id': 20582, 'synset': 'american_mistletoe.n.02', 'name': 'American_mistletoe'}, {'id': 20583, 'synset': 'mistletoe.n.02', 'name': 'mistletoe'}, {'id': 20584, 'synset': 'american_mistletoe.n.01', 'name': 'American_mistletoe'}, {'id': 20585, 'synset': 'aalii.n.01', 'name': 'aalii'}, {'id': 20586, 'synset': 'soapberry.n.01', 'name': 'soapberry'}, {'id': 20587, 'synset': 'wild_china_tree.n.01', 'name': 'wild_China_tree'}, {'id': 20588, 'synset': 'china_tree.n.01', 'name': 'China_tree'}, {'id': 20589, 'synset': 'akee.n.01', 'name': 'akee'}, {'id': 20590, 'synset': 'soapberry_vine.n.01', 'name': 'soapberry_vine'}, {'id': 20591, 'synset': 'heartseed.n.01', 'name': 'heartseed'}, {'id': 20592, 'synset': 'balloon_vine.n.01', 'name': 'balloon_vine'}, {'id': 20593, 'synset': 'longan.n.01', 'name': 'longan'}, {'id': 20594, 'synset': 'harpullia.n.01', 'name': 'harpullia'}, {'id': 20595, 'synset': 'harpulla.n.01', 'name': 'harpulla'}, {'id': 20596, 'synset': 'moreton_bay_tulipwood.n.01', 'name': 'Moreton_Bay_tulipwood'}, {'id': 20597, 'synset': 'litchi.n.01', 'name': 'litchi'}, {'id': 20598, 'synset': 'spanish_lime.n.01', 'name': 'Spanish_lime'}, {'id': 20599, 'synset': 'rambutan.n.01', 'name': 'rambutan'}, {'id': 20600, 'synset': 'pulasan.n.01', 'name': 'pulasan'}, {'id': 20601, 'synset': 'pachysandra.n.01', 'name': 'pachysandra'}, {'id': 20602, 'synset': 'allegheny_spurge.n.01', 'name': 'Allegheny_spurge'}, {'id': 20603, 'synset': 'bittersweet.n.02', 'name': 'bittersweet'}, {'id': 20604, 'synset': 'spindle_tree.n.01', 'name': 'spindle_tree'}, {'id': 20605, 'synset': 'winged_spindle_tree.n.01', 'name': 'winged_spindle_tree'}, {'id': 20606, 'synset': 'wahoo.n.02', 'name': 'wahoo'}, {'id': 20607, 'synset': 'strawberry_bush.n.01', 'name': 'strawberry_bush'}, {'id': 20608, 'synset': 'evergreen_bittersweet.n.01', 'name': 'evergreen_bittersweet'}, {'id': 20609, 'synset': 'cyrilla.n.01', 'name': 'cyrilla'}, {'id': 20610, 'synset': 'titi.n.01', 'name': 'titi'}, {'id': 20611, 'synset': 'crowberry.n.01', 'name': 'crowberry'}, {'id': 20612, 'synset': 'maple.n.02', 'name': 'maple'}, {'id': 20613, 'synset': 'silver_maple.n.01', 'name': 'silver_maple'}, {'id': 20614, 'synset': 'sugar_maple.n.01', 'name': 'sugar_maple'}, {'id': 20615, 'synset': 'red_maple.n.01', 'name': 'red_maple'}, {'id': 20616, 'synset': 'moosewood.n.01', 'name': 'moosewood'}, {'id': 20617, 'synset': 'oregon_maple.n.01', 'name': 'Oregon_maple'}, {'id': 20618, 'synset': 'dwarf_maple.n.01', 'name': 'dwarf_maple'}, {'id': 20619, 'synset': 'mountain_maple.n.01', 'name': 'mountain_maple'}, {'id': 20620, 'synset': 'vine_maple.n.01', 'name': 'vine_maple'}, {'id': 20621, 'synset': 'hedge_maple.n.01', 'name': 'hedge_maple'}, {'id': 20622, 'synset': 'norway_maple.n.01', 'name': 'Norway_maple'}, {'id': 20623, 'synset': 'sycamore.n.03', 'name': 'sycamore'}, {'id': 20624, 'synset': 'box_elder.n.01', 'name': 'box_elder'}, {'id': 20625, 'synset': 'california_box_elder.n.01', 'name': 'California_box_elder'}, {'id': 20626, 'synset': 'pointed-leaf_maple.n.01', 'name': 'pointed-leaf_maple'}, {'id': 20627, 'synset': 'japanese_maple.n.02', 'name': 'Japanese_maple'}, {'id': 20628, 'synset': 'japanese_maple.n.01', 'name': 'Japanese_maple'}, {'id': 20629, 'synset': 'holly.n.01', 'name': 'holly'}, {'id': 20630, 'synset': 'chinese_holly.n.01', 'name': 'Chinese_holly'}, {'id': 20631, 'synset': 'bearberry.n.02', 'name': 'bearberry'}, {'id': 20632, 'synset': 'inkberry.n.01', 'name': 'inkberry'}, {'id': 20633, 'synset': 'mate.n.07', 'name': 'mate'}, {'id': 20634, 'synset': 'american_holly.n.01', 'name': 'American_holly'}, {'id': 20635, 'synset': 'low_gallberry_holly.n.01', 'name': 'low_gallberry_holly'}, {'id': 20636, 'synset': 'tall_gallberry_holly.n.01', 'name': 'tall_gallberry_holly'}, {'id': 20637, 'synset': 'yaupon_holly.n.01', 'name': 'yaupon_holly'}, {'id': 20638, 'synset': 'deciduous_holly.n.01', 'name': 'deciduous_holly'}, {'id': 20639, 'synset': 'juneberry_holly.n.01', 'name': 'juneberry_holly'}, {'id': 20640, 'synset': 'largeleaf_holly.n.01', 'name': 'largeleaf_holly'}, {'id': 20641, 'synset': 'geogia_holly.n.01', 'name': 'Geogia_holly'}, {'id': 20642, 'synset': 'common_winterberry_holly.n.01', 'name': 'common_winterberry_holly'}, {'id': 20643, 'synset': 'smooth_winterberry_holly.n.01', 'name': 'smooth_winterberry_holly'}, {'id': 20644, 'synset': 'cashew.n.01', 'name': 'cashew'}, {'id': 20645, 'synset': 'goncalo_alves.n.01', 'name': 'goncalo_alves'}, {'id': 20646, 'synset': 'venetian_sumac.n.01', 'name': 'Venetian_sumac'}, {'id': 20647, 'synset': 'laurel_sumac.n.01', 'name': 'laurel_sumac'}, {'id': 20648, 'synset': 'mango.n.01', 'name': 'mango'}, {'id': 20649, 'synset': 'pistachio.n.01', 'name': 'pistachio'}, {'id': 20650, 'synset': 'terebinth.n.01', 'name': 'terebinth'}, {'id': 20651, 'synset': 'mastic.n.03', 'name': 'mastic'}, {'id': 20652, 'synset': 'australian_sumac.n.01', 'name': 'Australian_sumac'}, {'id': 20653, 'synset': 'sumac.n.02', 'name': 'sumac'}, {'id': 20654, 'synset': 'smooth_sumac.n.01', 'name': 'smooth_sumac'}, {'id': 20655, 'synset': 'sugar-bush.n.01', 'name': 'sugar-bush'}, {'id': 20656, 'synset': 'staghorn_sumac.n.01', 'name': 'staghorn_sumac'}, {'id': 20657, 'synset': 'squawbush.n.01', 'name': 'squawbush'}, {'id': 20658, 'synset': 'aroeira_blanca.n.01', 'name': 'aroeira_blanca'}, {'id': 20659, 'synset': 'pepper_tree.n.01', 'name': 'pepper_tree'}, {'id': 20660, 'synset': 'brazilian_pepper_tree.n.01', 'name': 'Brazilian_pepper_tree'}, {'id': 20661, 'synset': 'hog_plum.n.01', 'name': 'hog_plum'}, {'id': 20662, 'synset': 'mombin.n.01', 'name': 'mombin'}, {'id': 20663, 'synset': 'poison_ash.n.01', 'name': 'poison_ash'}, {'id': 20664, 'synset': 'poison_ivy.n.02', 'name': 'poison_ivy'}, {'id': 20665, 'synset': 'western_poison_oak.n.01', 'name': 'western_poison_oak'}, {'id': 20666, 'synset': 'eastern_poison_oak.n.01', 'name': 'eastern_poison_oak'}, {'id': 20667, 'synset': 'varnish_tree.n.02', 'name': 'varnish_tree'}, {'id': 20668, 'synset': 'horse_chestnut.n.01', 'name': 'horse_chestnut'}, {'id': 20669, 'synset': 'buckeye.n.01', 'name': 'buckeye'}, {'id': 20670, 'synset': 'sweet_buckeye.n.01', 'name': 'sweet_buckeye'}, {'id': 20671, 'synset': 'ohio_buckeye.n.01', 'name': 'Ohio_buckeye'}, {'id': 20672, 'synset': 'dwarf_buckeye.n.01', 'name': 'dwarf_buckeye'}, {'id': 20673, 'synset': 'red_buckeye.n.01', 'name': 'red_buckeye'}, {'id': 20674, 'synset': 'particolored_buckeye.n.01', 'name': 'particolored_buckeye'}, {'id': 20675, 'synset': 'ebony.n.03', 'name': 'ebony'}, {'id': 20676, 'synset': 'marblewood.n.02', 'name': 'marblewood'}, {'id': 20677, 'synset': 'marblewood.n.01', 'name': 'marblewood'}, {'id': 20678, 'synset': 'persimmon.n.01', 'name': 'persimmon'}, {'id': 20679, 'synset': 'japanese_persimmon.n.01', 'name': 'Japanese_persimmon'}, {'id': 20680, 'synset': 'american_persimmon.n.01', 'name': 'American_persimmon'}, {'id': 20681, 'synset': 'date_plum.n.01', 'name': 'date_plum'}, {'id': 20682, 'synset': 'buckthorn.n.02', 'name': 'buckthorn'}, {'id': 20683, 'synset': 'southern_buckthorn.n.01', 'name': 'southern_buckthorn'}, {'id': 20684, 'synset': 'false_buckthorn.n.01', 'name': 'false_buckthorn'}, {'id': 20685, 'synset': 'star_apple.n.01', 'name': 'star_apple'}, {'id': 20686, 'synset': 'satinleaf.n.01', 'name': 'satinleaf'}, {'id': 20687, 'synset': 'balata.n.02', 'name': 'balata'}, {'id': 20688, 'synset': 'sapodilla.n.01', 'name': 'sapodilla'}, {'id': 20689, 'synset': 'gutta-percha_tree.n.02', 'name': 'gutta-percha_tree'}, {'id': 20690, 'synset': 'gutta-percha_tree.n.01', 'name': 'gutta-percha_tree'}, {'id': 20691, 'synset': 'canistel.n.01', 'name': 'canistel'}, {'id': 20692, 'synset': 'marmalade_tree.n.01', 'name': 'marmalade_tree'}, {'id': 20693, 'synset': 'sweetleaf.n.01', 'name': 'sweetleaf'}, {'id': 20694, 'synset': 'asiatic_sweetleaf.n.01', 'name': 'Asiatic_sweetleaf'}, {'id': 20695, 'synset': 'styrax.n.01', 'name': 'styrax'}, {'id': 20696, 'synset': 'snowbell.n.01', 'name': 'snowbell'}, {'id': 20697, 'synset': 'japanese_snowbell.n.01', 'name': 'Japanese_snowbell'}, {'id': 20698, 'synset': 'texas_snowbell.n.01', 'name': 'Texas_snowbell'}, {'id': 20699, 'synset': 'silver-bell_tree.n.01', 'name': 'silver-bell_tree'}, {'id': 20700, 'synset': 'carnivorous_plant.n.01', 'name': 'carnivorous_plant'}, {'id': 20701, 'synset': 'pitcher_plant.n.01', 'name': 'pitcher_plant'}, {'id': 20702, 'synset': 'common_pitcher_plant.n.01', 'name': 'common_pitcher_plant'}, {'id': 20703, 'synset': 'hooded_pitcher_plant.n.01', 'name': 'hooded_pitcher_plant'}, {'id': 20704, 'synset': "huntsman's_horn.n.01", 'name': "huntsman's_horn"}, {'id': 20705, 'synset': 'tropical_pitcher_plant.n.01', 'name': 'tropical_pitcher_plant'}, {'id': 20706, 'synset': 'sundew.n.01', 'name': 'sundew'}, {'id': 20707, 'synset': "venus's_flytrap.n.01", 'name': "Venus's_flytrap"}, {'id': 20708, 'synset': 'waterwheel_plant.n.01', 'name': 'waterwheel_plant'}, {'id': 20709, 'synset': 'drosophyllum_lusitanicum.n.01', 'name': 'Drosophyllum_lusitanicum'}, {'id': 20710, 'synset': 'roridula.n.01', 'name': 'roridula'}, {'id': 20711, 'synset': 'australian_pitcher_plant.n.01', 'name': 'Australian_pitcher_plant'}, {'id': 20712, 'synset': 'sedum.n.01', 'name': 'sedum'}, {'id': 20713, 'synset': 'stonecrop.n.01', 'name': 'stonecrop'}, {'id': 20714, 'synset': 'rose-root.n.01', 'name': 'rose-root'}, {'id': 20715, 'synset': 'orpine.n.01', 'name': 'orpine'}, {'id': 20716, 'synset': 'pinwheel.n.01', 'name': 'pinwheel'}, {'id': 20717, 'synset': 'christmas_bush.n.01', 'name': 'Christmas_bush'}, {'id': 20718, 'synset': 'hortensia.n.01', 'name': 'hortensia'}, {'id': 20719, 'synset': 'fall-blooming_hydrangea.n.01', 'name': 'fall-blooming_hydrangea'}, {'id': 20720, 'synset': 'carpenteria.n.01', 'name': 'carpenteria'}, {'id': 20721, 'synset': 'decumary.n.01', 'name': 'decumary'}, {'id': 20722, 'synset': 'deutzia.n.01', 'name': 'deutzia'}, {'id': 20723, 'synset': 'philadelphus.n.01', 'name': 'philadelphus'}, {'id': 20724, 'synset': 'mock_orange.n.01', 'name': 'mock_orange'}, {'id': 20725, 'synset': 'saxifrage.n.01', 'name': 'saxifrage'}, {'id': 20726, 'synset': 'yellow_mountain_saxifrage.n.01', 'name': 'yellow_mountain_saxifrage'}, {'id': 20727, 'synset': 'meadow_saxifrage.n.01', 'name': 'meadow_saxifrage'}, {'id': 20728, 'synset': 'mossy_saxifrage.n.01', 'name': 'mossy_saxifrage'}, {'id': 20729, 'synset': 'western_saxifrage.n.01', 'name': 'western_saxifrage'}, {'id': 20730, 'synset': 'purple_saxifrage.n.01', 'name': 'purple_saxifrage'}, {'id': 20731, 'synset': 'star_saxifrage.n.01', 'name': 'star_saxifrage'}, {'id': 20732, 'synset': 'strawberry_geranium.n.01', 'name': 'strawberry_geranium'}, {'id': 20733, 'synset': 'astilbe.n.01', 'name': 'astilbe'}, {'id': 20734, 'synset': 'false_goatsbeard.n.01', 'name': 'false_goatsbeard'}, {'id': 20735, 'synset': 'dwarf_astilbe.n.01', 'name': 'dwarf_astilbe'}, {'id': 20736, 'synset': 'spirea.n.01', 'name': 'spirea'}, {'id': 20737, 'synset': 'bergenia.n.01', 'name': 'bergenia'}, {'id': 20738, 'synset': 'coast_boykinia.n.01', 'name': 'coast_boykinia'}, {'id': 20739, 'synset': 'golden_saxifrage.n.01', 'name': 'golden_saxifrage'}, {'id': 20740, 'synset': 'umbrella_plant.n.01', 'name': 'umbrella_plant'}, {'id': 20741, 'synset': 'bridal_wreath.n.01', 'name': 'bridal_wreath'}, {'id': 20742, 'synset': 'alumroot.n.01', 'name': 'alumroot'}, {'id': 20743, 'synset': 'coralbells.n.01', 'name': 'coralbells'}, {'id': 20744, 'synset': 'leatherleaf_saxifrage.n.01', 'name': 'leatherleaf_saxifrage'}, {'id': 20745, 'synset': 'woodland_star.n.01', 'name': 'woodland_star'}, {'id': 20746, 'synset': 'prairie_star.n.01', 'name': 'prairie_star'}, {'id': 20747, 'synset': 'miterwort.n.01', 'name': 'miterwort'}, {'id': 20748, 'synset': "five-point_bishop's_cap.n.01", 'name': "five-point_bishop's_cap"}, {'id': 20749, 'synset': 'parnassia.n.01', 'name': 'parnassia'}, {'id': 20750, 'synset': 'bog_star.n.01', 'name': 'bog_star'}, {'id': 20751, 'synset': 'fringed_grass_of_parnassus.n.01', 'name': 'fringed_grass_of_Parnassus'}, {'id': 20752, 'synset': 'false_alumroot.n.01', 'name': 'false_alumroot'}, {'id': 20753, 'synset': 'foamflower.n.01', 'name': 'foamflower'}, {'id': 20754, 'synset': 'false_miterwort.n.01', 'name': 'false_miterwort'}, {'id': 20755, 'synset': 'pickaback_plant.n.01', 'name': 'pickaback_plant'}, {'id': 20756, 'synset': 'currant.n.02', 'name': 'currant'}, {'id': 20757, 'synset': 'black_currant.n.01', 'name': 'black_currant'}, {'id': 20758, 'synset': 'white_currant.n.01', 'name': 'white_currant'}, {'id': 20759, 'synset': 'gooseberry.n.01', 'name': 'gooseberry'}, {'id': 20760, 'synset': 'plane_tree.n.01', 'name': 'plane_tree'}, {'id': 20761, 'synset': 'london_plane.n.01', 'name': 'London_plane'}, {'id': 20762, 'synset': 'american_sycamore.n.01', 'name': 'American_sycamore'}, {'id': 20763, 'synset': 'oriental_plane.n.01', 'name': 'oriental_plane'}, {'id': 20764, 'synset': 'california_sycamore.n.01', 'name': 'California_sycamore'}, {'id': 20765, 'synset': 'arizona_sycamore.n.01', 'name': 'Arizona_sycamore'}, {'id': 20766, 'synset': 'greek_valerian.n.01', 'name': 'Greek_valerian'}, {'id': 20767, 'synset': "northern_jacob's_ladder.n.01", 'name': "northern_Jacob's_ladder"}, {'id': 20768, 'synset': 'skunkweed.n.01', 'name': 'skunkweed'}, {'id': 20769, 'synset': 'phlox.n.01', 'name': 'phlox'}, {'id': 20770, 'synset': 'moss_pink.n.02', 'name': 'moss_pink'}, {'id': 20771, 'synset': 'evening-snow.n.01', 'name': 'evening-snow'}, {'id': 20772, 'synset': 'acanthus.n.01', 'name': 'acanthus'}, {'id': 20773, 'synset': "bear's_breech.n.01", 'name': "bear's_breech"}, {'id': 20774, 'synset': 'caricature_plant.n.01', 'name': 'caricature_plant'}, {'id': 20775, 'synset': 'black-eyed_susan.n.01', 'name': 'black-eyed_Susan'}, {'id': 20776, 'synset': 'catalpa.n.01', 'name': 'catalpa'}, {'id': 20777, 'synset': 'catalpa_bignioides.n.01', 'name': 'Catalpa_bignioides'}, {'id': 20778, 'synset': 'catalpa_speciosa.n.01', 'name': 'Catalpa_speciosa'}, {'id': 20779, 'synset': 'desert_willow.n.01', 'name': 'desert_willow'}, {'id': 20780, 'synset': 'calabash.n.02', 'name': 'calabash'}, {'id': 20781, 'synset': 'calabash.n.01', 'name': 'calabash'}, {'id': 20782, 'synset': 'borage.n.01', 'name': 'borage'}, {'id': 20783, 'synset': 'common_amsinckia.n.01', 'name': 'common_amsinckia'}, {'id': 20784, 'synset': 'anchusa.n.01', 'name': 'anchusa'}, {'id': 20785, 'synset': 'bugloss.n.01', 'name': 'bugloss'}, {'id': 20786, 'synset': 'cape_forget-me-not.n.02', 'name': 'cape_forget-me-not'}, {'id': 20787, 'synset': 'cape_forget-me-not.n.01', 'name': 'cape_forget-me-not'}, {'id': 20788, 'synset': 'spanish_elm.n.02', 'name': 'Spanish_elm'}, {'id': 20789, 'synset': 'princewood.n.01', 'name': 'princewood'}, {'id': 20790, 'synset': 'chinese_forget-me-not.n.01', 'name': 'Chinese_forget-me-not'}, {'id': 20791, 'synset': "hound's-tongue.n.02", 'name': "hound's-tongue"}, {'id': 20792, 'synset': "hound's-tongue.n.01", 'name': "hound's-tongue"}, {'id': 20793, 'synset': 'blueweed.n.01', 'name': 'blueweed'}, {'id': 20794, 'synset': "beggar's_lice.n.01", 'name': "beggar's_lice"}, {'id': 20795, 'synset': 'gromwell.n.01', 'name': 'gromwell'}, {'id': 20796, 'synset': 'puccoon.n.01', 'name': 'puccoon'}, {'id': 20797, 'synset': 'virginia_bluebell.n.01', 'name': 'Virginia_bluebell'}, {'id': 20798, 'synset': 'garden_forget-me-not.n.01', 'name': 'garden_forget-me-not'}, {'id': 20799, 'synset': 'forget-me-not.n.01', 'name': 'forget-me-not'}, {'id': 20800, 'synset': 'false_gromwell.n.01', 'name': 'false_gromwell'}, {'id': 20801, 'synset': 'comfrey.n.01', 'name': 'comfrey'}, {'id': 20802, 'synset': 'common_comfrey.n.01', 'name': 'common_comfrey'}, {'id': 20803, 'synset': 'convolvulus.n.01', 'name': 'convolvulus'}, {'id': 20804, 'synset': 'bindweed.n.01', 'name': 'bindweed'}, {'id': 20805, 'synset': 'field_bindweed.n.01', 'name': 'field_bindweed'}, {'id': 20806, 'synset': 'scammony.n.03', 'name': 'scammony'}, {'id': 20807, 'synset': 'silverweed.n.01', 'name': 'silverweed'}, {'id': 20808, 'synset': 'dodder.n.01', 'name': 'dodder'}, {'id': 20809, 'synset': 'dichondra.n.01', 'name': 'dichondra'}, {'id': 20810, 'synset': 'cypress_vine.n.01', 'name': 'cypress_vine'}, {'id': 20811, 'synset': 'moonflower.n.01', 'name': 'moonflower'}, {'id': 20812, 'synset': 'wild_potato_vine.n.01', 'name': 'wild_potato_vine'}, {'id': 20813, 'synset': 'red_morning-glory.n.01', 'name': 'red_morning-glory'}, {'id': 20814, 'synset': 'man-of-the-earth.n.01', 'name': 'man-of-the-earth'}, {'id': 20815, 'synset': 'scammony.n.01', 'name': 'scammony'}, {'id': 20816, 'synset': 'japanese_morning_glory.n.01', 'name': 'Japanese_morning_glory'}, {'id': 20817, 'synset': 'imperial_japanese_morning_glory.n.01', 'name': 'imperial_Japanese_morning_glory'}, {'id': 20818, 'synset': 'gesneriad.n.01', 'name': 'gesneriad'}, {'id': 20819, 'synset': 'gesneria.n.01', 'name': 'gesneria'}, {'id': 20820, 'synset': 'achimenes.n.01', 'name': 'achimenes'}, {'id': 20821, 'synset': 'aeschynanthus.n.01', 'name': 'aeschynanthus'}, {'id': 20822, 'synset': 'lace-flower_vine.n.01', 'name': 'lace-flower_vine'}, {'id': 20823, 'synset': 'columnea.n.01', 'name': 'columnea'}, {'id': 20824, 'synset': 'episcia.n.01', 'name': 'episcia'}, {'id': 20825, 'synset': 'gloxinia.n.01', 'name': 'gloxinia'}, {'id': 20826, 'synset': 'canterbury_bell.n.01', 'name': 'Canterbury_bell'}, {'id': 20827, 'synset': 'kohleria.n.01', 'name': 'kohleria'}, {'id': 20828, 'synset': 'african_violet.n.01', 'name': 'African_violet'}, {'id': 20829, 'synset': 'streptocarpus.n.01', 'name': 'streptocarpus'}, {'id': 20830, 'synset': 'cape_primrose.n.01', 'name': 'Cape_primrose'}, {'id': 20831, 'synset': 'waterleaf.n.01', 'name': 'waterleaf'}, {'id': 20832, 'synset': 'virginia_waterleaf.n.01', 'name': 'Virginia_waterleaf'}, {'id': 20833, 'synset': 'yellow_bells.n.01', 'name': 'yellow_bells'}, {'id': 20834, 'synset': 'yerba_santa.n.01', 'name': 'yerba_santa'}, {'id': 20835, 'synset': 'nemophila.n.01', 'name': 'nemophila'}, {'id': 20836, 'synset': 'baby_blue-eyes.n.01', 'name': 'baby_blue-eyes'}, {'id': 20837, 'synset': 'five-spot.n.02', 'name': 'five-spot'}, {'id': 20838, 'synset': 'scorpionweed.n.01', 'name': 'scorpionweed'}, {'id': 20839, 'synset': 'california_bluebell.n.02', 'name': 'California_bluebell'}, {'id': 20840, 'synset': 'california_bluebell.n.01', 'name': 'California_bluebell'}, {'id': 20841, 'synset': 'fiddleneck.n.01', 'name': 'fiddleneck'}, {'id': 20842, 'synset': 'fiesta_flower.n.01', 'name': 'fiesta_flower'}, {'id': 20843, 'synset': 'basil_thyme.n.01', 'name': 'basil_thyme'}, {'id': 20844, 'synset': 'giant_hyssop.n.01', 'name': 'giant_hyssop'}, {'id': 20845, 'synset': 'yellow_giant_hyssop.n.01', 'name': 'yellow_giant_hyssop'}, {'id': 20846, 'synset': 'anise_hyssop.n.01', 'name': 'anise_hyssop'}, {'id': 20847, 'synset': 'mexican_hyssop.n.01', 'name': 'Mexican_hyssop'}, {'id': 20848, 'synset': 'bugle.n.02', 'name': 'bugle'}, {'id': 20849, 'synset': 'creeping_bugle.n.01', 'name': 'creeping_bugle'}, {'id': 20850, 'synset': 'erect_bugle.n.01', 'name': 'erect_bugle'}, {'id': 20851, 'synset': 'pyramid_bugle.n.01', 'name': 'pyramid_bugle'}, {'id': 20852, 'synset': 'wood_mint.n.01', 'name': 'wood_mint'}, {'id': 20853, 'synset': 'hairy_wood_mint.n.01', 'name': 'hairy_wood_mint'}, {'id': 20854, 'synset': 'downy_wood_mint.n.01', 'name': 'downy_wood_mint'}, {'id': 20855, 'synset': 'calamint.n.01', 'name': 'calamint'}, {'id': 20856, 'synset': 'common_calamint.n.01', 'name': 'common_calamint'}, {'id': 20857, 'synset': 'large-flowered_calamint.n.01', 'name': 'large-flowered_calamint'}, {'id': 20858, 'synset': 'lesser_calamint.n.01', 'name': 'lesser_calamint'}, {'id': 20859, 'synset': 'wild_basil.n.01', 'name': 'wild_basil'}, {'id': 20860, 'synset': 'horse_balm.n.01', 'name': 'horse_balm'}, {'id': 20861, 'synset': 'coleus.n.01', 'name': 'coleus'}, {'id': 20862, 'synset': 'country_borage.n.01', 'name': 'country_borage'}, {'id': 20863, 'synset': 'painted_nettle.n.01', 'name': 'painted_nettle'}, {'id': 20864, 'synset': 'apalachicola_rosemary.n.01', 'name': 'Apalachicola_rosemary'}, {'id': 20865, 'synset': 'dragonhead.n.01', 'name': 'dragonhead'}, {'id': 20866, 'synset': 'elsholtzia.n.01', 'name': 'elsholtzia'}, {'id': 20867, 'synset': 'hemp_nettle.n.01', 'name': 'hemp_nettle'}, {'id': 20868, 'synset': 'ground_ivy.n.01', 'name': 'ground_ivy'}, {'id': 20869, 'synset': 'pennyroyal.n.02', 'name': 'pennyroyal'}, {'id': 20870, 'synset': 'hyssop.n.01', 'name': 'hyssop'}, {'id': 20871, 'synset': 'dead_nettle.n.02', 'name': 'dead_nettle'}, {'id': 20872, 'synset': 'white_dead_nettle.n.01', 'name': 'white_dead_nettle'}, {'id': 20873, 'synset': 'henbit.n.01', 'name': 'henbit'}, {'id': 20874, 'synset': 'english_lavender.n.01', 'name': 'English_lavender'}, {'id': 20875, 'synset': 'french_lavender.n.02', 'name': 'French_lavender'}, {'id': 20876, 'synset': 'spike_lavender.n.01', 'name': 'spike_lavender'}, {'id': 20877, 'synset': 'dagga.n.01', 'name': 'dagga'}, {'id': 20878, 'synset': "lion's-ear.n.01", 'name': "lion's-ear"}, {'id': 20879, 'synset': 'motherwort.n.01', 'name': 'motherwort'}, {'id': 20880, 'synset': 'pitcher_sage.n.02', 'name': 'pitcher_sage'}, {'id': 20881, 'synset': 'bugleweed.n.01', 'name': 'bugleweed'}, {'id': 20882, 'synset': 'water_horehound.n.01', 'name': 'water_horehound'}, {'id': 20883, 'synset': 'gipsywort.n.01', 'name': 'gipsywort'}, {'id': 20884, 'synset': 'origanum.n.01', 'name': 'origanum'}, {'id': 20885, 'synset': 'oregano.n.01', 'name': 'oregano'}, {'id': 20886, 'synset': 'sweet_marjoram.n.01', 'name': 'sweet_marjoram'}, {'id': 20887, 'synset': 'horehound.n.01', 'name': 'horehound'}, {'id': 20888, 'synset': 'common_horehound.n.01', 'name': 'common_horehound'}, {'id': 20889, 'synset': 'lemon_balm.n.01', 'name': 'lemon_balm'}, {'id': 20890, 'synset': 'corn_mint.n.01', 'name': 'corn_mint'}, {'id': 20891, 'synset': 'water-mint.n.01', 'name': 'water-mint'}, {'id': 20892, 'synset': 'bergamot_mint.n.02', 'name': 'bergamot_mint'}, {'id': 20893, 'synset': 'horsemint.n.03', 'name': 'horsemint'}, {'id': 20894, 'synset': 'peppermint.n.01', 'name': 'peppermint'}, {'id': 20895, 'synset': 'spearmint.n.01', 'name': 'spearmint'}, {'id': 20896, 'synset': 'apple_mint.n.01', 'name': 'apple_mint'}, {'id': 20897, 'synset': 'pennyroyal.n.01', 'name': 'pennyroyal'}, {'id': 20898, 'synset': 'yerba_buena.n.01', 'name': 'yerba_buena'}, {'id': 20899, 'synset': 'molucca_balm.n.01', 'name': 'molucca_balm'}, {'id': 20900, 'synset': 'monarda.n.01', 'name': 'monarda'}, {'id': 20901, 'synset': 'bee_balm.n.02', 'name': 'bee_balm'}, {'id': 20902, 'synset': 'horsemint.n.02', 'name': 'horsemint'}, {'id': 20903, 'synset': 'bee_balm.n.01', 'name': 'bee_balm'}, {'id': 20904, 'synset': 'lemon_mint.n.01', 'name': 'lemon_mint'}, {'id': 20905, 'synset': 'plains_lemon_monarda.n.01', 'name': 'plains_lemon_monarda'}, {'id': 20906, 'synset': 'basil_balm.n.01', 'name': 'basil_balm'}, {'id': 20907, 'synset': 'mustang_mint.n.01', 'name': 'mustang_mint'}, {'id': 20908, 'synset': 'catmint.n.01', 'name': 'catmint'}, {'id': 20909, 'synset': 'basil.n.01', 'name': 'basil'}, {'id': 20910, 'synset': 'beefsteak_plant.n.01', 'name': 'beefsteak_plant'}, {'id': 20911, 'synset': 'phlomis.n.01', 'name': 'phlomis'}, {'id': 20912, 'synset': 'jerusalem_sage.n.01', 'name': 'Jerusalem_sage'}, {'id': 20913, 'synset': 'physostegia.n.01', 'name': 'physostegia'}, {'id': 20914, 'synset': 'plectranthus.n.01', 'name': 'plectranthus'}, {'id': 20915, 'synset': 'patchouli.n.01', 'name': 'patchouli'}, {'id': 20916, 'synset': 'self-heal.n.01', 'name': 'self-heal'}, {'id': 20917, 'synset': 'mountain_mint.n.01', 'name': 'mountain_mint'}, {'id': 20918, 'synset': 'rosemary.n.01', 'name': 'rosemary'}, {'id': 20919, 'synset': 'clary_sage.n.01', 'name': 'clary_sage'}, {'id': 20920, 'synset': 'purple_sage.n.01', 'name': 'purple_sage'}, {'id': 20921, 'synset': 'cancerweed.n.01', 'name': 'cancerweed'}, {'id': 20922, 'synset': 'common_sage.n.01', 'name': 'common_sage'}, {'id': 20923, 'synset': 'meadow_clary.n.01', 'name': 'meadow_clary'}, {'id': 20924, 'synset': 'clary.n.01', 'name': 'clary'}, {'id': 20925, 'synset': 'pitcher_sage.n.01', 'name': 'pitcher_sage'}, {'id': 20926, 'synset': 'mexican_mint.n.01', 'name': 'Mexican_mint'}, {'id': 20927, 'synset': 'wild_sage.n.01', 'name': 'wild_sage'}, {'id': 20928, 'synset': 'savory.n.01', 'name': 'savory'}, {'id': 20929, 'synset': 'summer_savory.n.01', 'name': 'summer_savory'}, {'id': 20930, 'synset': 'winter_savory.n.01', 'name': 'winter_savory'}, {'id': 20931, 'synset': 'skullcap.n.02', 'name': 'skullcap'}, {'id': 20932, 'synset': 'blue_pimpernel.n.01', 'name': 'blue_pimpernel'}, {'id': 20933, 'synset': 'hedge_nettle.n.02', 'name': 'hedge_nettle'}, {'id': 20934, 'synset': 'hedge_nettle.n.01', 'name': 'hedge_nettle'}, {'id': 20935, 'synset': 'germander.n.01', 'name': 'germander'}, {'id': 20936, 'synset': 'american_germander.n.01', 'name': 'American_germander'}, {'id': 20937, 'synset': 'cat_thyme.n.01', 'name': 'cat_thyme'}, {'id': 20938, 'synset': 'wood_sage.n.01', 'name': 'wood_sage'}, {'id': 20939, 'synset': 'thyme.n.01', 'name': 'thyme'}, {'id': 20940, 'synset': 'common_thyme.n.01', 'name': 'common_thyme'}, {'id': 20941, 'synset': 'wild_thyme.n.01', 'name': 'wild_thyme'}, {'id': 20942, 'synset': 'blue_curls.n.01', 'name': 'blue_curls'}, {'id': 20943, 'synset': 'turpentine_camphor_weed.n.01', 'name': 'turpentine_camphor_weed'}, {'id': 20944, 'synset': 'bastard_pennyroyal.n.01', 'name': 'bastard_pennyroyal'}, {'id': 20945, 'synset': 'bladderwort.n.01', 'name': 'bladderwort'}, {'id': 20946, 'synset': 'butterwort.n.01', 'name': 'butterwort'}, {'id': 20947, 'synset': 'genlisea.n.01', 'name': 'genlisea'}, {'id': 20948, 'synset': 'martynia.n.01', 'name': 'martynia'}, {'id': 20949, 'synset': 'common_unicorn_plant.n.01', 'name': 'common_unicorn_plant'}, {'id': 20950, 'synset': "sand_devil's_claw.n.01", 'name': "sand_devil's_claw"}, {'id': 20951, 'synset': 'sweet_unicorn_plant.n.01', 'name': 'sweet_unicorn_plant'}, {'id': 20952, 'synset': 'figwort.n.01', 'name': 'figwort'}, {'id': 20953, 'synset': 'snapdragon.n.01', 'name': 'snapdragon'}, {'id': 20954, 'synset': 'white_snapdragon.n.01', 'name': 'white_snapdragon'}, {'id': 20955, 'synset': 'yellow_twining_snapdragon.n.01', 'name': 'yellow_twining_snapdragon'}, {'id': 20956, 'synset': 'mediterranean_snapdragon.n.01', 'name': 'Mediterranean_snapdragon'}, {'id': 20957, 'synset': 'kitten-tails.n.01', 'name': 'kitten-tails'}, {'id': 20958, 'synset': 'alpine_besseya.n.01', 'name': 'Alpine_besseya'}, {'id': 20959, 'synset': 'false_foxglove.n.02', 'name': 'false_foxglove'}, {'id': 20960, 'synset': 'false_foxglove.n.01', 'name': 'false_foxglove'}, {'id': 20961, 'synset': 'calceolaria.n.01', 'name': 'calceolaria'}, {'id': 20962, 'synset': 'indian_paintbrush.n.02', 'name': 'Indian_paintbrush'}, {'id': 20963, 'synset': 'desert_paintbrush.n.01', 'name': 'desert_paintbrush'}, {'id': 20964, 'synset': 'giant_red_paintbrush.n.01', 'name': 'giant_red_paintbrush'}, {'id': 20965, 'synset': 'great_plains_paintbrush.n.01', 'name': 'great_plains_paintbrush'}, {'id': 20966, 'synset': 'sulfur_paintbrush.n.01', 'name': 'sulfur_paintbrush'}, {'id': 20967, 'synset': 'shellflower.n.01', 'name': 'shellflower'}, {'id': 20968, 'synset': 'maiden_blue-eyed_mary.n.01', 'name': 'maiden_blue-eyed_Mary'}, {'id': 20969, 'synset': 'blue-eyed_mary.n.01', 'name': 'blue-eyed_Mary'}, {'id': 20970, 'synset': 'foxglove.n.01', 'name': 'foxglove'}, {'id': 20971, 'synset': 'common_foxglove.n.01', 'name': 'common_foxglove'}, {'id': 20972, 'synset': 'yellow_foxglove.n.01', 'name': 'yellow_foxglove'}, {'id': 20973, 'synset': 'gerardia.n.01', 'name': 'gerardia'}, {'id': 20974, 'synset': 'blue_toadflax.n.01', 'name': 'blue_toadflax'}, {'id': 20975, 'synset': 'toadflax.n.01', 'name': 'toadflax'}, {'id': 20976, 'synset': 'golden-beard_penstemon.n.01', 'name': 'golden-beard_penstemon'}, {'id': 20977, 'synset': 'scarlet_bugler.n.01', 'name': 'scarlet_bugler'}, {'id': 20978, 'synset': 'red_shrubby_penstemon.n.01', 'name': 'red_shrubby_penstemon'}, {'id': 20979, 'synset': 'platte_river_penstemon.n.01', 'name': 'Platte_River_penstemon'}, {'id': 20980, 'synset': 'hot-rock_penstemon.n.01', 'name': 'hot-rock_penstemon'}, {'id': 20981, 'synset': "jones'_penstemon.n.01", 'name': "Jones'_penstemon"}, {'id': 20982, 'synset': 'shrubby_penstemon.n.01', 'name': 'shrubby_penstemon'}, {'id': 20983, 'synset': 'narrow-leaf_penstemon.n.01', 'name': 'narrow-leaf_penstemon'}, {'id': 20984, 'synset': 'balloon_flower.n.01', 'name': 'balloon_flower'}, {'id': 20985, 'synset': "parry's_penstemon.n.01", 'name': "Parry's_penstemon"}, {'id': 20986, 'synset': 'rock_penstemon.n.01', 'name': 'rock_penstemon'}, {'id': 20987, 'synset': "rydberg's_penstemon.n.01", 'name': "Rydberg's_penstemon"}, {'id': 20988, 'synset': 'cascade_penstemon.n.01', 'name': 'cascade_penstemon'}, {'id': 20989, 'synset': "whipple's_penstemon.n.01", 'name': "Whipple's_penstemon"}, {'id': 20990, 'synset': 'moth_mullein.n.01', 'name': 'moth_mullein'}, {'id': 20991, 'synset': 'white_mullein.n.01', 'name': 'white_mullein'}, {'id': 20992, 'synset': 'purple_mullein.n.01', 'name': 'purple_mullein'}, {'id': 20993, 'synset': 'common_mullein.n.01', 'name': 'common_mullein'}, {'id': 20994, 'synset': 'veronica.n.01', 'name': 'veronica'}, {'id': 20995, 'synset': 'field_speedwell.n.01', 'name': 'field_speedwell'}, {'id': 20996, 'synset': 'brooklime.n.02', 'name': 'brooklime'}, {'id': 20997, 'synset': 'corn_speedwell.n.01', 'name': 'corn_speedwell'}, {'id': 20998, 'synset': 'brooklime.n.01', 'name': 'brooklime'}, {'id': 20999, 'synset': 'germander_speedwell.n.01', 'name': 'germander_speedwell'}, {'id': 21000, 'synset': 'water_speedwell.n.01', 'name': 'water_speedwell'}, {'id': 21001, 'synset': 'common_speedwell.n.01', 'name': 'common_speedwell'}, {'id': 21002, 'synset': 'purslane_speedwell.n.01', 'name': 'purslane_speedwell'}, {'id': 21003, 'synset': 'thyme-leaved_speedwell.n.01', 'name': 'thyme-leaved_speedwell'}, {'id': 21004, 'synset': 'nightshade.n.01', 'name': 'nightshade'}, {'id': 21005, 'synset': 'horse_nettle.n.01', 'name': 'horse_nettle'}, {'id': 21006, 'synset': 'african_holly.n.01', 'name': 'African_holly'}, {'id': 21007, 'synset': 'potato_vine.n.02', 'name': 'potato_vine'}, {'id': 21008, 'synset': 'garden_huckleberry.n.01', 'name': 'garden_huckleberry'}, {'id': 21009, 'synset': 'naranjilla.n.01', 'name': 'naranjilla'}, {'id': 21010, 'synset': 'potato_vine.n.01', 'name': 'potato_vine'}, {'id': 21011, 'synset': 'potato_tree.n.01', 'name': 'potato_tree'}, {'id': 21012, 'synset': 'belladonna.n.01', 'name': 'belladonna'}, {'id': 21013, 'synset': 'bush_violet.n.01', 'name': 'bush_violet'}, {'id': 21014, 'synset': 'lady-of-the-night.n.01', 'name': 'lady-of-the-night'}, {'id': 21015, 'synset': "angel's_trumpet.n.02", 'name': "angel's_trumpet"}, {'id': 21016, 'synset': "angel's_trumpet.n.01", 'name': "angel's_trumpet"}, {'id': 21017, 'synset': "red_angel's_trumpet.n.01", 'name': "red_angel's_trumpet"}, {'id': 21018, 'synset': 'cone_pepper.n.01', 'name': 'cone_pepper'}, {'id': 21019, 'synset': 'bird_pepper.n.01', 'name': 'bird_pepper'}, {'id': 21020, 'synset': 'day_jessamine.n.01', 'name': 'day_jessamine'}, {'id': 21021, 'synset': 'night_jasmine.n.01', 'name': 'night_jasmine'}, {'id': 21022, 'synset': 'tree_tomato.n.01', 'name': 'tree_tomato'}, {'id': 21023, 'synset': 'thorn_apple.n.01', 'name': 'thorn_apple'}, {'id': 21024, 'synset': 'jimsonweed.n.01', 'name': 'jimsonweed'}, {'id': 21025, 'synset': 'pichi.n.01', 'name': 'pichi'}, {'id': 21026, 'synset': 'henbane.n.01', 'name': 'henbane'}, {'id': 21027, 'synset': 'egyptian_henbane.n.01', 'name': 'Egyptian_henbane'}, {'id': 21028, 'synset': 'matrimony_vine.n.01', 'name': 'matrimony_vine'}, {'id': 21029, 'synset': 'common_matrimony_vine.n.01', 'name': 'common_matrimony_vine'}, {'id': 21030, 'synset': 'christmasberry.n.01', 'name': 'Christmasberry'}, {'id': 21031, 'synset': 'plum_tomato.n.01', 'name': 'plum_tomato'}, {'id': 21032, 'synset': 'mandrake.n.02', 'name': 'mandrake'}, {'id': 21033, 'synset': 'mandrake_root.n.01', 'name': 'mandrake_root'}, {'id': 21034, 'synset': 'apple_of_peru.n.01', 'name': 'apple_of_Peru'}, {'id': 21035, 'synset': 'flowering_tobacco.n.01', 'name': 'flowering_tobacco'}, {'id': 21036, 'synset': 'common_tobacco.n.01', 'name': 'common_tobacco'}, {'id': 21037, 'synset': 'wild_tobacco.n.01', 'name': 'wild_tobacco'}, {'id': 21038, 'synset': 'cupflower.n.02', 'name': 'cupflower'}, {'id': 21039, 'synset': 'whitecup.n.01', 'name': 'whitecup'}, {'id': 21040, 'synset': 'petunia.n.01', 'name': 'petunia'}, {'id': 21041, 'synset': 'large_white_petunia.n.01', 'name': 'large_white_petunia'}, {'id': 21042, 'synset': 'violet-flowered_petunia.n.01', 'name': 'violet-flowered_petunia'}, {'id': 21043, 'synset': 'hybrid_petunia.n.01', 'name': 'hybrid_petunia'}, {'id': 21044, 'synset': 'cape_gooseberry.n.01', 'name': 'cape_gooseberry'}, {'id': 21045, 'synset': 'strawberry_tomato.n.01', 'name': 'strawberry_tomato'}, {'id': 21046, 'synset': 'tomatillo.n.02', 'name': 'tomatillo'}, {'id': 21047, 'synset': 'tomatillo.n.01', 'name': 'tomatillo'}, {'id': 21048, 'synset': 'yellow_henbane.n.01', 'name': 'yellow_henbane'}, {'id': 21049, 'synset': "cock's_eggs.n.01", 'name': "cock's_eggs"}, {'id': 21050, 'synset': 'salpiglossis.n.01', 'name': 'salpiglossis'}, {'id': 21051, 'synset': 'painted_tongue.n.01', 'name': 'painted_tongue'}, {'id': 21052, 'synset': 'butterfly_flower.n.01', 'name': 'butterfly_flower'}, {'id': 21053, 'synset': 'scopolia_carniolica.n.01', 'name': 'Scopolia_carniolica'}, {'id': 21054, 'synset': 'chalice_vine.n.01', 'name': 'chalice_vine'}, {'id': 21055, 'synset': 'verbena.n.01', 'name': 'verbena'}, {'id': 21056, 'synset': 'lantana.n.01', 'name': 'lantana'}, {'id': 21057, 'synset': 'black_mangrove.n.02', 'name': 'black_mangrove'}, {'id': 21058, 'synset': 'white_mangrove.n.01', 'name': 'white_mangrove'}, {'id': 21059, 'synset': 'black_mangrove.n.01', 'name': 'black_mangrove'}, {'id': 21060, 'synset': 'teak.n.02', 'name': 'teak'}, {'id': 21061, 'synset': 'spurge.n.01', 'name': 'spurge'}, {'id': 21062, 'synset': 'sun_spurge.n.01', 'name': 'sun_spurge'}, {'id': 21063, 'synset': 'petty_spurge.n.01', 'name': 'petty_spurge'}, {'id': 21064, 'synset': "medusa's_head.n.01", 'name': "medusa's_head"}, {'id': 21065, 'synset': 'wild_spurge.n.01', 'name': 'wild_spurge'}, {'id': 21066, 'synset': 'snow-on-the-mountain.n.01', 'name': 'snow-on-the-mountain'}, {'id': 21067, 'synset': 'cypress_spurge.n.01', 'name': 'cypress_spurge'}, {'id': 21068, 'synset': 'leafy_spurge.n.01', 'name': 'leafy_spurge'}, {'id': 21069, 'synset': 'hairy_spurge.n.01', 'name': 'hairy_spurge'}, {'id': 21070, 'synset': 'poinsettia.n.01', 'name': 'poinsettia'}, {'id': 21071, 'synset': 'japanese_poinsettia.n.01', 'name': 'Japanese_poinsettia'}, {'id': 21072, 'synset': 'fire-on-the-mountain.n.01', 'name': 'fire-on-the-mountain'}, {'id': 21073, 'synset': 'wood_spurge.n.01', 'name': 'wood_spurge'}, {'id': 21074, 'synset': 'dwarf_spurge.n.01', 'name': 'dwarf_spurge'}, {'id': 21075, 'synset': 'scarlet_plume.n.01', 'name': 'scarlet_plume'}, {'id': 21076, 'synset': 'naboom.n.01', 'name': 'naboom'}, {'id': 21077, 'synset': 'crown_of_thorns.n.02', 'name': 'crown_of_thorns'}, {'id': 21078, 'synset': 'toothed_spurge.n.01', 'name': 'toothed_spurge'}, {'id': 21079, 'synset': 'three-seeded_mercury.n.01', 'name': 'three-seeded_mercury'}, {'id': 21080, 'synset': 'croton.n.02', 'name': 'croton'}, {'id': 21081, 'synset': 'cascarilla.n.01', 'name': 'cascarilla'}, {'id': 21082, 'synset': 'cascarilla_bark.n.01', 'name': 'cascarilla_bark'}, {'id': 21083, 'synset': 'castor-oil_plant.n.01', 'name': 'castor-oil_plant'}, {'id': 21084, 'synset': 'spurge_nettle.n.01', 'name': 'spurge_nettle'}, {'id': 21085, 'synset': 'physic_nut.n.01', 'name': 'physic_nut'}, {'id': 21086, 'synset': 'para_rubber_tree.n.01', 'name': 'Para_rubber_tree'}, {'id': 21087, 'synset': 'cassava.n.03', 'name': 'cassava'}, {'id': 21088, 'synset': 'bitter_cassava.n.01', 'name': 'bitter_cassava'}, {'id': 21089, 'synset': 'cassava.n.02', 'name': 'cassava'}, {'id': 21090, 'synset': 'sweet_cassava.n.01', 'name': 'sweet_cassava'}, {'id': 21091, 'synset': 'candlenut.n.01', 'name': 'candlenut'}, {'id': 21092, 'synset': 'tung_tree.n.01', 'name': 'tung_tree'}, {'id': 21093, 'synset': 'slipper_spurge.n.01', 'name': 'slipper_spurge'}, {'id': 21094, 'synset': 'candelilla.n.01', 'name': 'candelilla'}, {'id': 21095, 'synset': 'jewbush.n.01', 'name': 'Jewbush'}, {'id': 21096, 'synset': 'jumping_bean.n.01', 'name': 'jumping_bean'}, {'id': 21097, 'synset': 'camellia.n.01', 'name': 'camellia'}, {'id': 21098, 'synset': 'japonica.n.01', 'name': 'japonica'}, {'id': 21099, 'synset': 'umbellifer.n.01', 'name': 'umbellifer'}, {'id': 21100, 'synset': 'wild_parsley.n.01', 'name': 'wild_parsley'}, {'id': 21101, 'synset': "fool's_parsley.n.01", 'name': "fool's_parsley"}, {'id': 21102, 'synset': 'dill.n.01', 'name': 'dill'}, {'id': 21103, 'synset': 'angelica.n.01', 'name': 'angelica'}, {'id': 21104, 'synset': 'garden_angelica.n.01', 'name': 'garden_angelica'}, {'id': 21105, 'synset': 'wild_angelica.n.01', 'name': 'wild_angelica'}, {'id': 21106, 'synset': 'chervil.n.01', 'name': 'chervil'}, {'id': 21107, 'synset': 'cow_parsley.n.01', 'name': 'cow_parsley'}, {'id': 21108, 'synset': 'wild_celery.n.01', 'name': 'wild_celery'}, {'id': 21109, 'synset': 'astrantia.n.01', 'name': 'astrantia'}, {'id': 21110, 'synset': 'greater_masterwort.n.01', 'name': 'greater_masterwort'}, {'id': 21111, 'synset': 'caraway.n.01', 'name': 'caraway'}, {'id': 21112, 'synset': 'whorled_caraway.n.01', 'name': 'whorled_caraway'}, {'id': 21113, 'synset': 'water_hemlock.n.01', 'name': 'water_hemlock'}, {'id': 21114, 'synset': 'spotted_cowbane.n.01', 'name': 'spotted_cowbane'}, {'id': 21115, 'synset': 'hemlock.n.02', 'name': 'hemlock'}, {'id': 21116, 'synset': 'earthnut.n.02', 'name': 'earthnut'}, {'id': 21117, 'synset': 'cumin.n.01', 'name': 'cumin'}, {'id': 21118, 'synset': 'wild_carrot.n.01', 'name': 'wild_carrot'}, {'id': 21119, 'synset': 'eryngo.n.01', 'name': 'eryngo'}, {'id': 21120, 'synset': 'sea_holly.n.01', 'name': 'sea_holly'}, {'id': 21121, 'synset': 'button_snakeroot.n.02', 'name': 'button_snakeroot'}, {'id': 21122, 'synset': 'rattlesnake_master.n.01', 'name': 'rattlesnake_master'}, {'id': 21123, 'synset': 'fennel.n.01', 'name': 'fennel'}, {'id': 21124, 'synset': 'common_fennel.n.01', 'name': 'common_fennel'}, {'id': 21125, 'synset': 'florence_fennel.n.01', 'name': 'Florence_fennel'}, {'id': 21126, 'synset': 'cow_parsnip.n.01', 'name': 'cow_parsnip'}, {'id': 21127, 'synset': 'lovage.n.01', 'name': 'lovage'}, {'id': 21128, 'synset': 'sweet_cicely.n.01', 'name': 'sweet_cicely'}, {'id': 21129, 'synset': 'water_fennel.n.01', 'name': 'water_fennel'}, {'id': 21130, 'synset': 'parsnip.n.02', 'name': 'parsnip'}, {'id': 21131, 'synset': 'cultivated_parsnip.n.01', 'name': 'cultivated_parsnip'}, {'id': 21132, 'synset': 'wild_parsnip.n.01', 'name': 'wild_parsnip'}, {'id': 21133, 'synset': 'parsley.n.01', 'name': 'parsley'}, {'id': 21134, 'synset': 'italian_parsley.n.01', 'name': 'Italian_parsley'}, {'id': 21135, 'synset': 'hamburg_parsley.n.01', 'name': 'Hamburg_parsley'}, {'id': 21136, 'synset': 'anise.n.01', 'name': 'anise'}, {'id': 21137, 'synset': 'sanicle.n.01', 'name': 'sanicle'}, {'id': 21138, 'synset': 'purple_sanicle.n.01', 'name': 'purple_sanicle'}, {'id': 21139, 'synset': 'european_sanicle.n.01', 'name': 'European_sanicle'}, {'id': 21140, 'synset': 'water_parsnip.n.01', 'name': 'water_parsnip'}, {'id': 21141, 'synset': 'greater_water_parsnip.n.01', 'name': 'greater_water_parsnip'}, {'id': 21142, 'synset': 'skirret.n.01', 'name': 'skirret'}, {'id': 21143, 'synset': 'dogwood.n.01', 'name': 'dogwood'}, {'id': 21144, 'synset': 'common_white_dogwood.n.01', 'name': 'common_white_dogwood'}, {'id': 21145, 'synset': 'red_osier.n.01', 'name': 'red_osier'}, {'id': 21146, 'synset': 'silky_dogwood.n.02', 'name': 'silky_dogwood'}, {'id': 21147, 'synset': 'silky_cornel.n.01', 'name': 'silky_cornel'}, {'id': 21148, 'synset': 'common_european_dogwood.n.01', 'name': 'common_European_dogwood'}, {'id': 21149, 'synset': 'bunchberry.n.01', 'name': 'bunchberry'}, {'id': 21150, 'synset': 'cornelian_cherry.n.01', 'name': 'cornelian_cherry'}, {'id': 21151, 'synset': 'puka.n.01', 'name': 'puka'}, {'id': 21152, 'synset': 'kapuka.n.01', 'name': 'kapuka'}, {'id': 21153, 'synset': 'valerian.n.01', 'name': 'valerian'}, {'id': 21154, 'synset': 'common_valerian.n.01', 'name': 'common_valerian'}, {'id': 21155, 'synset': 'common_corn_salad.n.01', 'name': 'common_corn_salad'}, {'id': 21156, 'synset': 'red_valerian.n.01', 'name': 'red_valerian'}, {'id': 21157, 'synset': 'filmy_fern.n.02', 'name': 'filmy_fern'}, {'id': 21158, 'synset': 'bristle_fern.n.01', 'name': 'bristle_fern'}, {'id': 21159, 'synset': "hare's-foot_bristle_fern.n.01", 'name': "hare's-foot_bristle_fern"}, {'id': 21160, 'synset': 'killarney_fern.n.01', 'name': 'Killarney_fern'}, {'id': 21161, 'synset': 'kidney_fern.n.01', 'name': 'kidney_fern'}, {'id': 21162, 'synset': 'flowering_fern.n.02', 'name': 'flowering_fern'}, {'id': 21163, 'synset': 'royal_fern.n.01', 'name': 'royal_fern'}, {'id': 21164, 'synset': 'interrupted_fern.n.01', 'name': 'interrupted_fern'}, {'id': 21165, 'synset': 'crape_fern.n.01', 'name': 'crape_fern'}, {'id': 21166, 'synset': 'crepe_fern.n.01', 'name': 'crepe_fern'}, {'id': 21167, 'synset': 'curly_grass.n.01', 'name': 'curly_grass'}, {'id': 21168, 'synset': 'pine_fern.n.01', 'name': 'pine_fern'}, {'id': 21169, 'synset': 'climbing_fern.n.01', 'name': 'climbing_fern'}, {'id': 21170, 'synset': 'creeping_fern.n.01', 'name': 'creeping_fern'}, {'id': 21171, 'synset': 'climbing_maidenhair.n.01', 'name': 'climbing_maidenhair'}, {'id': 21172, 'synset': 'scented_fern.n.02', 'name': 'scented_fern'}, {'id': 21173, 'synset': 'clover_fern.n.01', 'name': 'clover_fern'}, {'id': 21174, 'synset': 'nardoo.n.01', 'name': 'nardoo'}, {'id': 21175, 'synset': 'water_clover.n.01', 'name': 'water_clover'}, {'id': 21176, 'synset': 'pillwort.n.01', 'name': 'pillwort'}, {'id': 21177, 'synset': 'regnellidium.n.01', 'name': 'regnellidium'}, {'id': 21178, 'synset': 'floating-moss.n.01', 'name': 'floating-moss'}, {'id': 21179, 'synset': 'mosquito_fern.n.01', 'name': 'mosquito_fern'}, {'id': 21180, 'synset': "adder's_tongue.n.01", 'name': "adder's_tongue"}, {'id': 21181, 'synset': 'ribbon_fern.n.03', 'name': 'ribbon_fern'}, {'id': 21182, 'synset': 'grape_fern.n.01', 'name': 'grape_fern'}, {'id': 21183, 'synset': 'daisyleaf_grape_fern.n.01', 'name': 'daisyleaf_grape_fern'}, {'id': 21184, 'synset': 'leathery_grape_fern.n.01', 'name': 'leathery_grape_fern'}, {'id': 21185, 'synset': 'rattlesnake_fern.n.01', 'name': 'rattlesnake_fern'}, {'id': 21186, 'synset': 'flowering_fern.n.01', 'name': 'flowering_fern'}, {'id': 21187, 'synset': 'powdery_mildew.n.01', 'name': 'powdery_mildew'}, {'id': 21188, 'synset': 'dutch_elm_fungus.n.01', 'name': 'Dutch_elm_fungus'}, {'id': 21189, 'synset': 'ergot.n.02', 'name': 'ergot'}, {'id': 21190, 'synset': 'rye_ergot.n.01', 'name': 'rye_ergot'}, {'id': 21191, 'synset': 'black_root_rot_fungus.n.01', 'name': 'black_root_rot_fungus'}, {'id': 21192, 'synset': "dead-man's-fingers.n.01", 'name': "dead-man's-fingers"}, {'id': 21193, 'synset': 'sclerotinia.n.01', 'name': 'sclerotinia'}, {'id': 21194, 'synset': 'brown_cup.n.01', 'name': 'brown_cup'}, {'id': 21195, 'synset': 'earthball.n.01', 'name': 'earthball'}, {'id': 21196, 'synset': 'scleroderma_citrinum.n.01', 'name': 'Scleroderma_citrinum'}, {'id': 21197, 'synset': 'scleroderma_flavidium.n.01', 'name': 'Scleroderma_flavidium'}, {'id': 21198, 'synset': 'scleroderma_bovista.n.01', 'name': 'Scleroderma_bovista'}, {'id': 21199, 'synset': 'podaxaceae.n.01', 'name': 'Podaxaceae'}, {'id': 21200, 'synset': 'stalked_puffball.n.02', 'name': 'stalked_puffball'}, {'id': 21201, 'synset': 'stalked_puffball.n.01', 'name': 'stalked_puffball'}, {'id': 21202, 'synset': 'false_truffle.n.01', 'name': 'false_truffle'}, {'id': 21203, 'synset': 'rhizopogon_idahoensis.n.01', 'name': 'Rhizopogon_idahoensis'}, {'id': 21204, 'synset': 'truncocolumella_citrina.n.01', 'name': 'Truncocolumella_citrina'}, {'id': 21205, 'synset': 'mucor.n.01', 'name': 'mucor'}, {'id': 21206, 'synset': 'rhizopus.n.01', 'name': 'rhizopus'}, {'id': 21207, 'synset': 'bread_mold.n.01', 'name': 'bread_mold'}, {'id': 21208, 'synset': 'slime_mold.n.01', 'name': 'slime_mold'}, {'id': 21209, 'synset': 'true_slime_mold.n.01', 'name': 'true_slime_mold'}, {'id': 21210, 'synset': 'cellular_slime_mold.n.01', 'name': 'cellular_slime_mold'}, {'id': 21211, 'synset': 'dictostylium.n.01', 'name': 'dictostylium'}, {'id': 21212, 'synset': 'pond-scum_parasite.n.01', 'name': 'pond-scum_parasite'}, {'id': 21213, 'synset': 'potato_wart_fungus.n.01', 'name': 'potato_wart_fungus'}, {'id': 21214, 'synset': 'white_fungus.n.01', 'name': 'white_fungus'}, {'id': 21215, 'synset': 'water_mold.n.01', 'name': 'water_mold'}, {'id': 21216, 'synset': 'downy_mildew.n.01', 'name': 'downy_mildew'}, {'id': 21217, 'synset': 'blue_mold_fungus.n.01', 'name': 'blue_mold_fungus'}, {'id': 21218, 'synset': 'onion_mildew.n.01', 'name': 'onion_mildew'}, {'id': 21219, 'synset': 'tobacco_mildew.n.01', 'name': 'tobacco_mildew'}, {'id': 21220, 'synset': 'white_rust.n.01', 'name': 'white_rust'}, {'id': 21221, 'synset': 'pythium.n.01', 'name': 'pythium'}, {'id': 21222, 'synset': 'damping_off_fungus.n.01', 'name': 'damping_off_fungus'}, {'id': 21223, 'synset': 'phytophthora_citrophthora.n.01', 'name': 'Phytophthora_citrophthora'}, {'id': 21224, 'synset': 'phytophthora_infestans.n.01', 'name': 'Phytophthora_infestans'}, {'id': 21225, 'synset': 'clubroot_fungus.n.01', 'name': 'clubroot_fungus'}, {'id': 21226, 'synset': 'geglossaceae.n.01', 'name': 'Geglossaceae'}, {'id': 21227, 'synset': 'sarcosomataceae.n.01', 'name': 'Sarcosomataceae'}, {'id': 21228, 'synset': 'rufous_rubber_cup.n.01', 'name': 'Rufous_rubber_cup'}, {'id': 21229, 'synset': "devil's_cigar.n.01", 'name': "devil's_cigar"}, {'id': 21230, 'synset': "devil's_urn.n.01", 'name': "devil's_urn"}, {'id': 21231, 'synset': 'truffle.n.01', 'name': 'truffle'}, {'id': 21232, 'synset': 'club_fungus.n.01', 'name': 'club_fungus'}, {'id': 21233, 'synset': 'coral_fungus.n.01', 'name': 'coral_fungus'}, {'id': 21234, 'synset': 'tooth_fungus.n.01', 'name': 'tooth_fungus'}, {'id': 21235, 'synset': 'lichen.n.02', 'name': 'lichen'}, {'id': 21236, 'synset': 'ascolichen.n.01', 'name': 'ascolichen'}, {'id': 21237, 'synset': 'basidiolichen.n.01', 'name': 'basidiolichen'}, {'id': 21238, 'synset': 'lecanora.n.01', 'name': 'lecanora'}, {'id': 21239, 'synset': 'manna_lichen.n.01', 'name': 'manna_lichen'}, {'id': 21240, 'synset': 'archil.n.02', 'name': 'archil'}, {'id': 21241, 'synset': 'roccella.n.01', 'name': 'roccella'}, {'id': 21242, 'synset': 'beard_lichen.n.01', 'name': 'beard_lichen'}, {'id': 21243, 'synset': 'horsehair_lichen.n.01', 'name': 'horsehair_lichen'}, {'id': 21244, 'synset': 'reindeer_moss.n.01', 'name': 'reindeer_moss'}, {'id': 21245, 'synset': 'crottle.n.01', 'name': 'crottle'}, {'id': 21246, 'synset': 'iceland_moss.n.01', 'name': 'Iceland_moss'}, {'id': 21247, 'synset': 'fungus.n.01', 'name': 'fungus'}, {'id': 21248, 'synset': 'promycelium.n.01', 'name': 'promycelium'}, {'id': 21249, 'synset': 'true_fungus.n.01', 'name': 'true_fungus'}, {'id': 21250, 'synset': 'basidiomycete.n.01', 'name': 'basidiomycete'}, {'id': 21251, 'synset': 'mushroom.n.03', 'name': 'mushroom'}, {'id': 21252, 'synset': 'agaric.n.02', 'name': 'agaric'}, {'id': 21253, 'synset': 'mushroom.n.01', 'name': 'mushroom'}, {'id': 21254, 'synset': 'toadstool.n.01', 'name': 'toadstool'}, {'id': 21255, 'synset': 'horse_mushroom.n.01', 'name': 'horse_mushroom'}, {'id': 21256, 'synset': 'meadow_mushroom.n.01', 'name': 'meadow_mushroom'}, {'id': 21257, 'synset': 'shiitake.n.01', 'name': 'shiitake'}, {'id': 21258, 'synset': 'scaly_lentinus.n.01', 'name': 'scaly_lentinus'}, {'id': 21259, 'synset': 'royal_agaric.n.01', 'name': 'royal_agaric'}, {'id': 21260, 'synset': 'false_deathcap.n.01', 'name': 'false_deathcap'}, {'id': 21261, 'synset': 'fly_agaric.n.01', 'name': 'fly_agaric'}, {'id': 21262, 'synset': 'death_cap.n.01', 'name': 'death_cap'}, {'id': 21263, 'synset': 'blushing_mushroom.n.01', 'name': 'blushing_mushroom'}, {'id': 21264, 'synset': 'destroying_angel.n.01', 'name': 'destroying_angel'}, {'id': 21265, 'synset': 'chanterelle.n.01', 'name': 'chanterelle'}, {'id': 21266, 'synset': 'floccose_chanterelle.n.01', 'name': 'floccose_chanterelle'}, {'id': 21267, 'synset': "pig's_ears.n.01", 'name': "pig's_ears"}, {'id': 21268, 'synset': 'cinnabar_chanterelle.n.01', 'name': 'cinnabar_chanterelle'}, {'id': 21269, 'synset': 'jack-o-lantern_fungus.n.01', 'name': 'jack-o-lantern_fungus'}, {'id': 21270, 'synset': 'inky_cap.n.01', 'name': 'inky_cap'}, {'id': 21271, 'synset': 'shaggymane.n.01', 'name': 'shaggymane'}, {'id': 21272, 'synset': 'milkcap.n.01', 'name': 'milkcap'}, {'id': 21273, 'synset': 'fairy-ring_mushroom.n.01', 'name': 'fairy-ring_mushroom'}, {'id': 21274, 'synset': 'fairy_ring.n.01', 'name': 'fairy_ring'}, {'id': 21275, 'synset': 'oyster_mushroom.n.01', 'name': 'oyster_mushroom'}, {'id': 21276, 'synset': 'olive-tree_agaric.n.01', 'name': 'olive-tree_agaric'}, {'id': 21277, 'synset': 'pholiota_astragalina.n.01', 'name': 'Pholiota_astragalina'}, {'id': 21278, 'synset': 'pholiota_aurea.n.01', 'name': 'Pholiota_aurea'}, {'id': 21279, 'synset': 'pholiota_destruens.n.01', 'name': 'Pholiota_destruens'}, {'id': 21280, 'synset': 'pholiota_flammans.n.01', 'name': 'Pholiota_flammans'}, {'id': 21281, 'synset': 'pholiota_flavida.n.01', 'name': 'Pholiota_flavida'}, {'id': 21282, 'synset': 'nameko.n.01', 'name': 'nameko'}, {'id': 21283, 'synset': 'pholiota_squarrosa-adiposa.n.01', 'name': 'Pholiota_squarrosa-adiposa'}, {'id': 21284, 'synset': 'pholiota_squarrosa.n.01', 'name': 'Pholiota_squarrosa'}, {'id': 21285, 'synset': 'pholiota_squarrosoides.n.01', 'name': 'Pholiota_squarrosoides'}, {'id': 21286, 'synset': 'stropharia_ambigua.n.01', 'name': 'Stropharia_ambigua'}, {'id': 21287, 'synset': 'stropharia_hornemannii.n.01', 'name': 'Stropharia_hornemannii'}, {'id': 21288, 'synset': 'stropharia_rugoso-annulata.n.01', 'name': 'Stropharia_rugoso-annulata'}, {'id': 21289, 'synset': 'gill_fungus.n.01', 'name': 'gill_fungus'}, {'id': 21290, 'synset': 'entoloma_lividum.n.01', 'name': 'Entoloma_lividum'}, {'id': 21291, 'synset': 'entoloma_aprile.n.01', 'name': 'Entoloma_aprile'}, {'id': 21292, 'synset': 'chlorophyllum_molybdites.n.01', 'name': 'Chlorophyllum_molybdites'}, {'id': 21293, 'synset': 'lepiota.n.01', 'name': 'lepiota'}, {'id': 21294, 'synset': 'parasol_mushroom.n.01', 'name': 'parasol_mushroom'}, {'id': 21295, 'synset': 'poisonous_parasol.n.01', 'name': 'poisonous_parasol'}, {'id': 21296, 'synset': 'lepiota_naucina.n.01', 'name': 'Lepiota_naucina'}, {'id': 21297, 'synset': 'lepiota_rhacodes.n.01', 'name': 'Lepiota_rhacodes'}, {'id': 21298, 'synset': 'american_parasol.n.01', 'name': 'American_parasol'}, {'id': 21299, 'synset': 'lepiota_rubrotincta.n.01', 'name': 'Lepiota_rubrotincta'}, {'id': 21300, 'synset': 'lepiota_clypeolaria.n.01', 'name': 'Lepiota_clypeolaria'}, {'id': 21301, 'synset': 'onion_stem.n.01', 'name': 'onion_stem'}, {'id': 21302, 'synset': 'pink_disease_fungus.n.01', 'name': 'pink_disease_fungus'}, {'id': 21303, 'synset': 'bottom_rot_fungus.n.01', 'name': 'bottom_rot_fungus'}, {'id': 21304, 'synset': 'potato_fungus.n.01', 'name': 'potato_fungus'}, {'id': 21305, 'synset': 'coffee_fungus.n.01', 'name': 'coffee_fungus'}, {'id': 21306, 'synset': 'blewits.n.01', 'name': 'blewits'}, {'id': 21307, 'synset': 'sandy_mushroom.n.01', 'name': 'sandy_mushroom'}, {'id': 21308, 'synset': 'tricholoma_pessundatum.n.01', 'name': 'Tricholoma_pessundatum'}, {'id': 21309, 'synset': 'tricholoma_sejunctum.n.01', 'name': 'Tricholoma_sejunctum'}, {'id': 21310, 'synset': 'man-on-a-horse.n.01', 'name': 'man-on-a-horse'}, {'id': 21311, 'synset': 'tricholoma_venenata.n.01', 'name': 'Tricholoma_venenata'}, {'id': 21312, 'synset': 'tricholoma_pardinum.n.01', 'name': 'Tricholoma_pardinum'}, {'id': 21313, 'synset': 'tricholoma_vaccinum.n.01', 'name': 'Tricholoma_vaccinum'}, {'id': 21314, 'synset': 'tricholoma_aurantium.n.01', 'name': 'Tricholoma_aurantium'}, {'id': 21315, 'synset': 'volvaria_bombycina.n.01', 'name': 'Volvaria_bombycina'}, {'id': 21316, 'synset': 'pluteus_aurantiorugosus.n.01', 'name': 'Pluteus_aurantiorugosus'}, {'id': 21317, 'synset': 'pluteus_magnus.n.01', 'name': 'Pluteus_magnus'}, {'id': 21318, 'synset': 'deer_mushroom.n.01', 'name': 'deer_mushroom'}, {'id': 21319, 'synset': 'straw_mushroom.n.01', 'name': 'straw_mushroom'}, {'id': 21320, 'synset': 'volvariella_bombycina.n.01', 'name': 'Volvariella_bombycina'}, {'id': 21321, 'synset': 'clitocybe_clavipes.n.01', 'name': 'Clitocybe_clavipes'}, {'id': 21322, 'synset': 'clitocybe_dealbata.n.01', 'name': 'Clitocybe_dealbata'}, {'id': 21323, 'synset': 'clitocybe_inornata.n.01', 'name': 'Clitocybe_inornata'}, {'id': 21324, 'synset': 'clitocybe_robusta.n.01', 'name': 'Clitocybe_robusta'}, {'id': 21325, 'synset': 'clitocybe_irina.n.01', 'name': 'Clitocybe_irina'}, {'id': 21326, 'synset': 'clitocybe_subconnexa.n.01', 'name': 'Clitocybe_subconnexa'}, {'id': 21327, 'synset': 'winter_mushroom.n.01', 'name': 'winter_mushroom'}, {'id': 21328, 'synset': 'mycelium.n.01', 'name': 'mycelium'}, {'id': 21329, 'synset': 'sclerotium.n.02', 'name': 'sclerotium'}, {'id': 21330, 'synset': 'sac_fungus.n.01', 'name': 'sac_fungus'}, {'id': 21331, 'synset': 'ascomycete.n.01', 'name': 'ascomycete'}, {'id': 21332, 'synset': 'clavicipitaceae.n.01', 'name': 'Clavicipitaceae'}, {'id': 21333, 'synset': 'grainy_club.n.01', 'name': 'grainy_club'}, {'id': 21334, 'synset': 'yeast.n.02', 'name': 'yeast'}, {'id': 21335, 'synset': "baker's_yeast.n.01", 'name': "baker's_yeast"}, {'id': 21336, 'synset': "wine-maker's_yeast.n.01", 'name': "wine-maker's_yeast"}, {'id': 21337, 'synset': 'aspergillus_fumigatus.n.01', 'name': 'Aspergillus_fumigatus'}, {'id': 21338, 'synset': 'brown_root_rot_fungus.n.01', 'name': 'brown_root_rot_fungus'}, {'id': 21339, 'synset': 'discomycete.n.01', 'name': 'discomycete'}, {'id': 21340, 'synset': 'leotia_lubrica.n.01', 'name': 'Leotia_lubrica'}, {'id': 21341, 'synset': 'mitrula_elegans.n.01', 'name': 'Mitrula_elegans'}, {'id': 21342, 'synset': 'sarcoscypha_coccinea.n.01', 'name': 'Sarcoscypha_coccinea'}, {'id': 21343, 'synset': 'caloscypha_fulgens.n.01', 'name': 'Caloscypha_fulgens'}, {'id': 21344, 'synset': 'aleuria_aurantia.n.01', 'name': 'Aleuria_aurantia'}, {'id': 21345, 'synset': 'elf_cup.n.01', 'name': 'elf_cup'}, {'id': 21346, 'synset': 'peziza_domicilina.n.01', 'name': 'Peziza_domicilina'}, {'id': 21347, 'synset': 'blood_cup.n.01', 'name': 'blood_cup'}, {'id': 21348, 'synset': 'urnula_craterium.n.01', 'name': 'Urnula_craterium'}, {'id': 21349, 'synset': 'galiella_rufa.n.01', 'name': 'Galiella_rufa'}, {'id': 21350, 'synset': 'jafnea_semitosta.n.01', 'name': 'Jafnea_semitosta'}, {'id': 21351, 'synset': 'morel.n.01', 'name': 'morel'}, {'id': 21352, 'synset': 'common_morel.n.01', 'name': 'common_morel'}, {'id': 21353, 'synset': 'disciotis_venosa.n.01', 'name': 'Disciotis_venosa'}, {'id': 21354, 'synset': 'verpa.n.01', 'name': 'Verpa'}, {'id': 21355, 'synset': 'verpa_bohemica.n.01', 'name': 'Verpa_bohemica'}, {'id': 21356, 'synset': 'verpa_conica.n.01', 'name': 'Verpa_conica'}, {'id': 21357, 'synset': 'black_morel.n.01', 'name': 'black_morel'}, {'id': 21358, 'synset': 'morchella_crassipes.n.01', 'name': 'Morchella_crassipes'}, {'id': 21359, 'synset': 'morchella_semilibera.n.01', 'name': 'Morchella_semilibera'}, {'id': 21360, 'synset': 'wynnea_americana.n.01', 'name': 'Wynnea_americana'}, {'id': 21361, 'synset': 'wynnea_sparassoides.n.01', 'name': 'Wynnea_sparassoides'}, {'id': 21362, 'synset': 'false_morel.n.01', 'name': 'false_morel'}, {'id': 21363, 'synset': 'lorchel.n.01', 'name': 'lorchel'}, {'id': 21364, 'synset': 'helvella.n.01', 'name': 'helvella'}, {'id': 21365, 'synset': 'helvella_crispa.n.01', 'name': 'Helvella_crispa'}, {'id': 21366, 'synset': 'helvella_acetabulum.n.01', 'name': 'Helvella_acetabulum'}, {'id': 21367, 'synset': 'helvella_sulcata.n.01', 'name': 'Helvella_sulcata'}, {'id': 21368, 'synset': 'discina.n.01', 'name': 'discina'}, {'id': 21369, 'synset': 'gyromitra.n.01', 'name': 'gyromitra'}, {'id': 21370, 'synset': 'gyromitra_californica.n.01', 'name': 'Gyromitra_californica'}, {'id': 21371, 'synset': 'gyromitra_sphaerospora.n.01', 'name': 'Gyromitra_sphaerospora'}, {'id': 21372, 'synset': 'gyromitra_esculenta.n.01', 'name': 'Gyromitra_esculenta'}, {'id': 21373, 'synset': 'gyromitra_infula.n.01', 'name': 'Gyromitra_infula'}, {'id': 21374, 'synset': 'gyromitra_fastigiata.n.01', 'name': 'Gyromitra_fastigiata'}, {'id': 21375, 'synset': 'gyromitra_gigas.n.01', 'name': 'Gyromitra_gigas'}, {'id': 21376, 'synset': 'gasteromycete.n.01', 'name': 'gasteromycete'}, {'id': 21377, 'synset': 'stinkhorn.n.01', 'name': 'stinkhorn'}, {'id': 21378, 'synset': 'common_stinkhorn.n.01', 'name': 'common_stinkhorn'}, {'id': 21379, 'synset': 'phallus_ravenelii.n.01', 'name': 'Phallus_ravenelii'}, {'id': 21380, 'synset': 'dog_stinkhorn.n.01', 'name': 'dog_stinkhorn'}, {'id': 21381, 'synset': 'calostoma_lutescens.n.01', 'name': 'Calostoma_lutescens'}, {'id': 21382, 'synset': 'calostoma_cinnabarina.n.01', 'name': 'Calostoma_cinnabarina'}, {'id': 21383, 'synset': 'calostoma_ravenelii.n.01', 'name': 'Calostoma_ravenelii'}, {'id': 21384, 'synset': 'stinky_squid.n.01', 'name': 'stinky_squid'}, {'id': 21385, 'synset': 'puffball.n.01', 'name': 'puffball'}, {'id': 21386, 'synset': 'giant_puffball.n.01', 'name': 'giant_puffball'}, {'id': 21387, 'synset': 'earthstar.n.01', 'name': 'earthstar'}, {'id': 21388, 'synset': 'geastrum_coronatum.n.01', 'name': 'Geastrum_coronatum'}, {'id': 21389, 'synset': 'radiigera_fuscogleba.n.01', 'name': 'Radiigera_fuscogleba'}, {'id': 21390, 'synset': 'astreus_pteridis.n.01', 'name': 'Astreus_pteridis'}, {'id': 21391, 'synset': 'astreus_hygrometricus.n.01', 'name': 'Astreus_hygrometricus'}, {'id': 21392, 'synset': "bird's-nest_fungus.n.01", 'name': "bird's-nest_fungus"}, {'id': 21393, 'synset': 'gastrocybe_lateritia.n.01', 'name': 'Gastrocybe_lateritia'}, {'id': 21394, 'synset': 'macowanites_americanus.n.01', 'name': 'Macowanites_americanus'}, {'id': 21395, 'synset': 'polypore.n.01', 'name': 'polypore'}, {'id': 21396, 'synset': 'bracket_fungus.n.01', 'name': 'bracket_fungus'}, {'id': 21397, 'synset': 'albatrellus_dispansus.n.01', 'name': 'Albatrellus_dispansus'}, {'id': 21398, 'synset': 'albatrellus_ovinus.n.01', 'name': 'Albatrellus_ovinus'}, {'id': 21399, 'synset': 'neolentinus_ponderosus.n.01', 'name': 'Neolentinus_ponderosus'}, {'id': 21400, 'synset': 'oligoporus_leucospongia.n.01', 'name': 'Oligoporus_leucospongia'}, {'id': 21401, 'synset': 'polyporus_tenuiculus.n.01', 'name': 'Polyporus_tenuiculus'}, {'id': 21402, 'synset': 'hen-of-the-woods.n.01', 'name': 'hen-of-the-woods'}, {'id': 21403, 'synset': 'polyporus_squamosus.n.01', 'name': 'Polyporus_squamosus'}, {'id': 21404, 'synset': 'beefsteak_fungus.n.01', 'name': 'beefsteak_fungus'}, {'id': 21405, 'synset': 'agaric.n.01', 'name': 'agaric'}, {'id': 21406, 'synset': 'bolete.n.01', 'name': 'bolete'}, {'id': 21407, 'synset': 'boletus_chrysenteron.n.01', 'name': 'Boletus_chrysenteron'}, {'id': 21408, 'synset': 'boletus_edulis.n.01', 'name': 'Boletus_edulis'}, {'id': 21409, 'synset': "frost's_bolete.n.01", 'name': "Frost's_bolete"}, {'id': 21410, 'synset': 'boletus_luridus.n.01', 'name': 'Boletus_luridus'}, {'id': 21411, 'synset': 'boletus_mirabilis.n.01', 'name': 'Boletus_mirabilis'}, {'id': 21412, 'synset': 'boletus_pallidus.n.01', 'name': 'Boletus_pallidus'}, {'id': 21413, 'synset': 'boletus_pulcherrimus.n.01', 'name': 'Boletus_pulcherrimus'}, {'id': 21414, 'synset': 'boletus_pulverulentus.n.01', 'name': 'Boletus_pulverulentus'}, {'id': 21415, 'synset': 'boletus_roxanae.n.01', 'name': 'Boletus_roxanae'}, {'id': 21416, 'synset': 'boletus_subvelutipes.n.01', 'name': 'Boletus_subvelutipes'}, {'id': 21417, 'synset': 'boletus_variipes.n.01', 'name': 'Boletus_variipes'}, {'id': 21418, 'synset': 'boletus_zelleri.n.01', 'name': 'Boletus_zelleri'}, {'id': 21419, 'synset': 'fuscoboletinus_paluster.n.01', 'name': 'Fuscoboletinus_paluster'}, {'id': 21420, 'synset': 'fuscoboletinus_serotinus.n.01', 'name': 'Fuscoboletinus_serotinus'}, {'id': 21421, 'synset': 'leccinum_fibrillosum.n.01', 'name': 'Leccinum_fibrillosum'}, {'id': 21422, 'synset': 'suillus_albivelatus.n.01', 'name': 'Suillus_albivelatus'}, {'id': 21423, 'synset': 'old-man-of-the-woods.n.01', 'name': 'old-man-of-the-woods'}, {'id': 21424, 'synset': 'boletellus_russellii.n.01', 'name': 'Boletellus_russellii'}, {'id': 21425, 'synset': 'jelly_fungus.n.01', 'name': 'jelly_fungus'}, {'id': 21426, 'synset': 'snow_mushroom.n.01', 'name': 'snow_mushroom'}, {'id': 21427, 'synset': "witches'_butter.n.01", 'name': "witches'_butter"}, {'id': 21428, 'synset': 'tremella_foliacea.n.01', 'name': 'Tremella_foliacea'}, {'id': 21429, 'synset': 'tremella_reticulata.n.01', 'name': 'Tremella_reticulata'}, {'id': 21430, 'synset': "jew's-ear.n.01", 'name': "Jew's-ear"}, {'id': 21431, 'synset': 'rust.n.04', 'name': 'rust'}, {'id': 21432, 'synset': 'aecium.n.01', 'name': 'aecium'}, {'id': 21433, 'synset': 'flax_rust.n.01', 'name': 'flax_rust'}, {'id': 21434, 'synset': 'blister_rust.n.02', 'name': 'blister_rust'}, {'id': 21435, 'synset': 'wheat_rust.n.01', 'name': 'wheat_rust'}, {'id': 21436, 'synset': 'apple_rust.n.01', 'name': 'apple_rust'}, {'id': 21437, 'synset': 'smut.n.03', 'name': 'smut'}, {'id': 21438, 'synset': 'covered_smut.n.01', 'name': 'covered_smut'}, {'id': 21439, 'synset': 'loose_smut.n.02', 'name': 'loose_smut'}, {'id': 21440, 'synset': 'cornsmut.n.01', 'name': 'cornsmut'}, {'id': 21441, 'synset': 'boil_smut.n.01', 'name': 'boil_smut'}, {'id': 21442, 'synset': 'sphacelotheca.n.01', 'name': 'Sphacelotheca'}, {'id': 21443, 'synset': 'head_smut.n.01', 'name': 'head_smut'}, {'id': 21444, 'synset': 'bunt.n.04', 'name': 'bunt'}, {'id': 21445, 'synset': 'bunt.n.03', 'name': 'bunt'}, {'id': 21446, 'synset': 'onion_smut.n.01', 'name': 'onion_smut'}, {'id': 21447, 'synset': 'flag_smut_fungus.n.01', 'name': 'flag_smut_fungus'}, {'id': 21448, 'synset': 'wheat_flag_smut.n.01', 'name': 'wheat_flag_smut'}, {'id': 21449, 'synset': 'felt_fungus.n.01', 'name': 'felt_fungus'}, {'id': 21450, 'synset': 'waxycap.n.01', 'name': 'waxycap'}, {'id': 21451, 'synset': 'hygrocybe_acutoconica.n.01', 'name': 'Hygrocybe_acutoconica'}, {'id': 21452, 'synset': 'hygrophorus_borealis.n.01', 'name': 'Hygrophorus_borealis'}, {'id': 21453, 'synset': 'hygrophorus_caeruleus.n.01', 'name': 'Hygrophorus_caeruleus'}, {'id': 21454, 'synset': 'hygrophorus_inocybiformis.n.01', 'name': 'Hygrophorus_inocybiformis'}, {'id': 21455, 'synset': 'hygrophorus_kauffmanii.n.01', 'name': 'Hygrophorus_kauffmanii'}, {'id': 21456, 'synset': 'hygrophorus_marzuolus.n.01', 'name': 'Hygrophorus_marzuolus'}, {'id': 21457, 'synset': 'hygrophorus_purpurascens.n.01', 'name': 'Hygrophorus_purpurascens'}, {'id': 21458, 'synset': 'hygrophorus_russula.n.01', 'name': 'Hygrophorus_russula'}, {'id': 21459, 'synset': 'hygrophorus_sordidus.n.01', 'name': 'Hygrophorus_sordidus'}, {'id': 21460, 'synset': 'hygrophorus_tennesseensis.n.01', 'name': 'Hygrophorus_tennesseensis'}, {'id': 21461, 'synset': 'hygrophorus_turundus.n.01', 'name': 'Hygrophorus_turundus'}, {'id': 21462, 'synset': 'neohygrophorus_angelesianus.n.01', 'name': 'Neohygrophorus_angelesianus'}, {'id': 21463, 'synset': 'cortinarius_armillatus.n.01', 'name': 'Cortinarius_armillatus'}, {'id': 21464, 'synset': 'cortinarius_atkinsonianus.n.01', 'name': 'Cortinarius_atkinsonianus'}, {'id': 21465, 'synset': 'cortinarius_corrugatus.n.01', 'name': 'Cortinarius_corrugatus'}, {'id': 21466, 'synset': 'cortinarius_gentilis.n.01', 'name': 'Cortinarius_gentilis'}, {'id': 21467, 'synset': 'cortinarius_mutabilis.n.01', 'name': 'Cortinarius_mutabilis'}, {'id': 21468, 'synset': 'cortinarius_semisanguineus.n.01', 'name': 'Cortinarius_semisanguineus'}, {'id': 21469, 'synset': 'cortinarius_subfoetidus.n.01', 'name': 'Cortinarius_subfoetidus'}, {'id': 21470, 'synset': 'cortinarius_violaceus.n.01', 'name': 'Cortinarius_violaceus'}, {'id': 21471, 'synset': 'gymnopilus_spectabilis.n.01', 'name': 'Gymnopilus_spectabilis'}, {'id': 21472, 'synset': 'gymnopilus_validipes.n.01', 'name': 'Gymnopilus_validipes'}, {'id': 21473, 'synset': 'gymnopilus_ventricosus.n.01', 'name': 'Gymnopilus_ventricosus'}, {'id': 21474, 'synset': 'mold.n.05', 'name': 'mold'}, {'id': 21475, 'synset': 'mildew.n.02', 'name': 'mildew'}, {'id': 21476, 'synset': 'verticillium.n.01', 'name': 'verticillium'}, {'id': 21477, 'synset': 'monilia.n.01', 'name': 'monilia'}, {'id': 21478, 'synset': 'candida.n.01', 'name': 'candida'}, {'id': 21479, 'synset': 'candida_albicans.n.01', 'name': 'Candida_albicans'}, {'id': 21480, 'synset': 'blastomycete.n.01', 'name': 'blastomycete'}, {'id': 21481, 'synset': 'yellow_spot_fungus.n.01', 'name': 'yellow_spot_fungus'}, {'id': 21482, 'synset': 'green_smut_fungus.n.01', 'name': 'green_smut_fungus'}, {'id': 21483, 'synset': 'dry_rot.n.02', 'name': 'dry_rot'}, {'id': 21484, 'synset': 'rhizoctinia.n.01', 'name': 'rhizoctinia'}, {'id': 21485, 'synset': 'houseplant.n.01', 'name': 'houseplant'}, {'id': 21486, 'synset': 'bedder.n.01', 'name': 'bedder'}, {'id': 21487, 'synset': 'succulent.n.01', 'name': 'succulent'}, {'id': 21488, 'synset': 'cultivar.n.01', 'name': 'cultivar'}, {'id': 21489, 'synset': 'weed.n.01', 'name': 'weed'}, {'id': 21490, 'synset': 'wort.n.01', 'name': 'wort'}, {'id': 21491, 'synset': 'brier.n.02', 'name': 'brier'}, {'id': 21492, 'synset': 'aril.n.01', 'name': 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'synset': 'liana.n.01', 'name': 'liana'}, {'id': 21540, 'synset': 'geophyte.n.01', 'name': 'geophyte'}, {'id': 21541, 'synset': 'desert_plant.n.01', 'name': 'desert_plant'}, {'id': 21542, 'synset': 'mesophyte.n.01', 'name': 'mesophyte'}, {'id': 21543, 'synset': 'marsh_plant.n.01', 'name': 'marsh_plant'}, {'id': 21544, 'synset': 'hemiepiphyte.n.01', 'name': 'hemiepiphyte'}, {'id': 21545, 'synset': 'strangler.n.01', 'name': 'strangler'}, {'id': 21546, 'synset': 'lithophyte.n.01', 'name': 'lithophyte'}, {'id': 21547, 'synset': 'saprobe.n.01', 'name': 'saprobe'}, {'id': 21548, 'synset': 'autophyte.n.01', 'name': 'autophyte'}, {'id': 21549, 'synset': 'root.n.01', 'name': 'root'}, {'id': 21550, 'synset': 'taproot.n.01', 'name': 'taproot'}, {'id': 21551, 'synset': 'prop_root.n.01', 'name': 'prop_root'}, {'id': 21552, 'synset': 'prophyll.n.01', 'name': 'prophyll'}, {'id': 21553, 'synset': 'rootstock.n.02', 'name': 'rootstock'}, {'id': 21554, 'synset': 'quickset.n.01', 'name': 'quickset'}, {'id': 21555, 'synset': 'stolon.n.01', 'name': 'stolon'}, {'id': 21556, 'synset': 'tuberous_plant.n.01', 'name': 'tuberous_plant'}, {'id': 21557, 'synset': 'rhizome.n.01', 'name': 'rhizome'}, {'id': 21558, 'synset': 'rachis.n.01', 'name': 'rachis'}, {'id': 21559, 'synset': 'caudex.n.02', 'name': 'caudex'}, {'id': 21560, 'synset': 'cladode.n.01', 'name': 'cladode'}, {'id': 21561, 'synset': 'receptacle.n.02', 'name': 'receptacle'}, {'id': 21562, 'synset': 'scape.n.01', 'name': 'scape'}, {'id': 21563, 'synset': 'umbel.n.01', 'name': 'umbel'}, {'id': 21564, 'synset': 'petiole.n.01', 'name': 'petiole'}, {'id': 21565, 'synset': 'peduncle.n.02', 'name': 'peduncle'}, {'id': 21566, 'synset': 'pedicel.n.01', 'name': 'pedicel'}, {'id': 21567, 'synset': 'flower_cluster.n.01', 'name': 'flower_cluster'}, {'id': 21568, 'synset': 'raceme.n.01', 'name': 'raceme'}, {'id': 21569, 'synset': 'panicle.n.01', 'name': 'panicle'}, {'id': 21570, 'synset': 'thyrse.n.01', 'name': 'thyrse'}, {'id': 21571, 'synset': 'cyme.n.01', 'name': 'cyme'}, {'id': 21572, 'synset': 'cymule.n.01', 'name': 'cymule'}, {'id': 21573, 'synset': 'glomerule.n.01', 'name': 'glomerule'}, {'id': 21574, 'synset': 'scorpioid_cyme.n.01', 'name': 'scorpioid_cyme'}, {'id': 21575, 'synset': 'ear.n.05', 'name': 'ear'}, {'id': 21576, 'synset': 'spadix.n.01', 'name': 'spadix'}, {'id': 21577, 'synset': 'bulbous_plant.n.01', 'name': 'bulbous_plant'}, {'id': 21578, 'synset': 'bulbil.n.01', 'name': 'bulbil'}, {'id': 21579, 'synset': 'cormous_plant.n.01', 'name': 'cormous_plant'}, {'id': 21580, 'synset': 'fruit.n.01', 'name': 'fruit'}, {'id': 21581, 'synset': 'fruitlet.n.01', 'name': 'fruitlet'}, {'id': 21582, 'synset': 'seed.n.01', 'name': 'seed'}, {'id': 21583, 'synset': 'bean.n.02', 'name': 'bean'}, {'id': 21584, 'synset': 'nut.n.01', 'name': 'nut'}, {'id': 21585, 'synset': 'nutlet.n.01', 'name': 'nutlet'}, {'id': 21586, 'synset': 'kernel.n.01', 'name': 'kernel'}, {'id': 21587, 'synset': 'syconium.n.01', 'name': 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{'id': 21604, 'synset': 'cascara_buckthorn.n.01', 'name': 'cascara_buckthorn'}, {'id': 21605, 'synset': 'cascara.n.01', 'name': 'cascara'}, {'id': 21606, 'synset': 'carolina_buckthorn.n.01', 'name': 'Carolina_buckthorn'}, {'id': 21607, 'synset': 'coffeeberry.n.01', 'name': 'coffeeberry'}, {'id': 21608, 'synset': 'redberry.n.01', 'name': 'redberry'}, {'id': 21609, 'synset': 'nakedwood.n.01', 'name': 'nakedwood'}, {'id': 21610, 'synset': 'jujube.n.01', 'name': 'jujube'}, {'id': 21611, 'synset': "christ's-thorn.n.01", 'name': "Christ's-thorn"}, {'id': 21612, 'synset': 'hazel.n.01', 'name': 'hazel'}, {'id': 21613, 'synset': 'fox_grape.n.01', 'name': 'fox_grape'}, {'id': 21614, 'synset': 'muscadine.n.01', 'name': 'muscadine'}, {'id': 21615, 'synset': 'vinifera.n.01', 'name': 'vinifera'}, {'id': 21616, 'synset': 'pinot_blanc.n.01', 'name': 'Pinot_blanc'}, {'id': 21617, 'synset': 'sauvignon_grape.n.01', 'name': 'Sauvignon_grape'}, {'id': 21618, 'synset': 'sauvignon_blanc.n.01', 'name': 'Sauvignon_blanc'}, {'id': 21619, 'synset': 'muscadet.n.01', 'name': 'Muscadet'}, {'id': 21620, 'synset': 'riesling.n.01', 'name': 'Riesling'}, {'id': 21621, 'synset': 'zinfandel.n.01', 'name': 'Zinfandel'}, {'id': 21622, 'synset': 'chenin_blanc.n.01', 'name': 'Chenin_blanc'}, {'id': 21623, 'synset': 'malvasia.n.01', 'name': 'malvasia'}, {'id': 21624, 'synset': 'verdicchio.n.01', 'name': 'Verdicchio'}, {'id': 21625, 'synset': 'boston_ivy.n.01', 'name': 'Boston_ivy'}, {'id': 21626, 'synset': 'virginia_creeper.n.01', 'name': 'Virginia_creeper'}, {'id': 21627, 'synset': 'true_pepper.n.01', 'name': 'true_pepper'}, {'id': 21628, 'synset': 'betel.n.01', 'name': 'betel'}, {'id': 21629, 'synset': 'cubeb.n.01', 'name': 'cubeb'}, {'id': 21630, 'synset': 'schizocarp.n.01', 'name': 'schizocarp'}, {'id': 21631, 'synset': 'peperomia.n.01', 'name': 'peperomia'}, {'id': 21632, 'synset': 'watermelon_begonia.n.01', 'name': 'watermelon_begonia'}, {'id': 21633, 'synset': 'yerba_mansa.n.01', 'name': 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'synset': 'thyrsopteris.n.01', 'name': 'thyrsopteris'}, {'id': 21717, 'synset': 'shield_fern.n.01', 'name': 'shield_fern'}, {'id': 21718, 'synset': 'broad_buckler-fern.n.01', 'name': 'broad_buckler-fern'}, {'id': 21719, 'synset': 'fragrant_cliff_fern.n.01', 'name': 'fragrant_cliff_fern'}, {'id': 21720, 'synset': "goldie's_fern.n.01", 'name': "Goldie's_fern"}, {'id': 21721, 'synset': 'wood_fern.n.01', 'name': 'wood_fern'}, {'id': 21722, 'synset': 'male_fern.n.01', 'name': 'male_fern'}, {'id': 21723, 'synset': 'marginal_wood_fern.n.01', 'name': 'marginal_wood_fern'}, {'id': 21724, 'synset': 'mountain_male_fern.n.01', 'name': 'mountain_male_fern'}, {'id': 21725, 'synset': 'lady_fern.n.01', 'name': 'lady_fern'}, {'id': 21726, 'synset': 'alpine_lady_fern.n.01', 'name': 'Alpine_lady_fern'}, {'id': 21727, 'synset': 'silvery_spleenwort.n.02', 'name': 'silvery_spleenwort'}, {'id': 21728, 'synset': 'holly_fern.n.02', 'name': 'holly_fern'}, {'id': 21729, 'synset': 'bladder_fern.n.01', 'name': 'bladder_fern'}, {'id': 21730, 'synset': 'brittle_bladder_fern.n.01', 'name': 'brittle_bladder_fern'}, {'id': 21731, 'synset': 'mountain_bladder_fern.n.01', 'name': 'mountain_bladder_fern'}, {'id': 21732, 'synset': 'bulblet_fern.n.01', 'name': 'bulblet_fern'}, {'id': 21733, 'synset': 'silvery_spleenwort.n.01', 'name': 'silvery_spleenwort'}, {'id': 21734, 'synset': 'oak_fern.n.01', 'name': 'oak_fern'}, {'id': 21735, 'synset': 'limestone_fern.n.01', 'name': 'limestone_fern'}, {'id': 21736, 'synset': 'ostrich_fern.n.01', 'name': 'ostrich_fern'}, {'id': 21737, 'synset': "hart's-tongue.n.01", 'name': "hart's-tongue"}, {'id': 21738, 'synset': 'sensitive_fern.n.01', 'name': 'sensitive_fern'}, {'id': 21739, 'synset': 'christmas_fern.n.01', 'name': 'Christmas_fern'}, {'id': 21740, 'synset': 'holly_fern.n.01', 'name': 'holly_fern'}, {'id': 21741, 'synset': "braun's_holly_fern.n.01", 'name': "Braun's_holly_fern"}, {'id': 21742, 'synset': 'western_holly_fern.n.01', 'name': 'western_holly_fern'}, {'id': 21743, 'synset': 'soft_shield_fern.n.01', 'name': 'soft_shield_fern'}, {'id': 21744, 'synset': 'leather_fern.n.02', 'name': 'leather_fern'}, {'id': 21745, 'synset': 'button_fern.n.02', 'name': 'button_fern'}, {'id': 21746, 'synset': 'indian_button_fern.n.01', 'name': 'Indian_button_fern'}, {'id': 21747, 'synset': 'woodsia.n.01', 'name': 'woodsia'}, {'id': 21748, 'synset': 'rusty_woodsia.n.01', 'name': 'rusty_woodsia'}, {'id': 21749, 'synset': 'alpine_woodsia.n.01', 'name': 'Alpine_woodsia'}, {'id': 21750, 'synset': 'smooth_woodsia.n.01', 'name': 'smooth_woodsia'}, {'id': 21751, 'synset': 'boston_fern.n.01', 'name': 'Boston_fern'}, {'id': 21752, 'synset': 'basket_fern.n.01', 'name': 'basket_fern'}, {'id': 21753, 'synset': 'golden_fern.n.02', 'name': 'golden_fern'}, {'id': 21754, 'synset': 'maidenhair.n.01', 'name': 'maidenhair'}, {'id': 21755, 'synset': 'common_maidenhair.n.01', 'name': 'common_maidenhair'}, {'id': 21756, 'synset': 'american_maidenhair_fern.n.01', 'name': 'American_maidenhair_fern'}, {'id': 21757, 'synset': 'bermuda_maidenhair.n.01', 'name': 'Bermuda_maidenhair'}, {'id': 21758, 'synset': 'brittle_maidenhair.n.01', 'name': 'brittle_maidenhair'}, {'id': 21759, 'synset': 'farley_maidenhair.n.01', 'name': 'Farley_maidenhair'}, {'id': 21760, 'synset': 'annual_fern.n.01', 'name': 'annual_fern'}, {'id': 21761, 'synset': 'lip_fern.n.01', 'name': 'lip_fern'}, {'id': 21762, 'synset': 'smooth_lip_fern.n.01', 'name': 'smooth_lip_fern'}, {'id': 21763, 'synset': 'lace_fern.n.01', 'name': 'lace_fern'}, {'id': 21764, 'synset': 'wooly_lip_fern.n.01', 'name': 'wooly_lip_fern'}, {'id': 21765, 'synset': 'southwestern_lip_fern.n.01', 'name': 'southwestern_lip_fern'}, {'id': 21766, 'synset': 'bamboo_fern.n.01', 'name': 'bamboo_fern'}, {'id': 21767, 'synset': 'american_rock_brake.n.01', 'name': 'American_rock_brake'}, {'id': 21768, 'synset': 'european_parsley_fern.n.01', 'name': 'European_parsley_fern'}, {'id': 21769, 'synset': 'hand_fern.n.01', 'name': 'hand_fern'}, {'id': 21770, 'synset': 'cliff_brake.n.01', 'name': 'cliff_brake'}, {'id': 21771, 'synset': 'coffee_fern.n.01', 'name': 'coffee_fern'}, {'id': 21772, 'synset': 'purple_rock_brake.n.01', 'name': 'purple_rock_brake'}, {'id': 21773, 'synset': "bird's-foot_fern.n.01", 'name': "bird's-foot_fern"}, {'id': 21774, 'synset': 'button_fern.n.01', 'name': 'button_fern'}, {'id': 21775, 'synset': 'silver_fern.n.02', 'name': 'silver_fern'}, {'id': 21776, 'synset': 'golden_fern.n.01', 'name': 'golden_fern'}, {'id': 21777, 'synset': 'gold_fern.n.01', 'name': 'gold_fern'}, {'id': 21778, 'synset': 'pteris_cretica.n.01', 'name': 'Pteris_cretica'}, {'id': 21779, 'synset': 'spider_brake.n.01', 'name': 'spider_brake'}, {'id': 21780, 'synset': 'ribbon_fern.n.01', 'name': 'ribbon_fern'}, {'id': 21781, 'synset': 'potato_fern.n.01', 'name': 'potato_fern'}, {'id': 21782, 'synset': 'angiopteris.n.01', 'name': 'angiopteris'}, {'id': 21783, 'synset': 'skeleton_fork_fern.n.01', 'name': 'skeleton_fork_fern'}, {'id': 21784, 'synset': 'horsetail.n.01', 'name': 'horsetail'}, {'id': 21785, 'synset': 'common_horsetail.n.01', 'name': 'common_horsetail'}, {'id': 21786, 'synset': 'swamp_horsetail.n.01', 'name': 'swamp_horsetail'}, {'id': 21787, 'synset': 'scouring_rush.n.01', 'name': 'scouring_rush'}, {'id': 21788, 'synset': 'marsh_horsetail.n.01', 'name': 'marsh_horsetail'}, {'id': 21789, 'synset': 'wood_horsetail.n.01', 'name': 'wood_horsetail'}, {'id': 21790, 'synset': 'variegated_horsetail.n.01', 'name': 'variegated_horsetail'}, {'id': 21791, 'synset': 'club_moss.n.01', 'name': 'club_moss'}, {'id': 21792, 'synset': 'shining_clubmoss.n.01', 'name': 'shining_clubmoss'}, {'id': 21793, 'synset': 'alpine_clubmoss.n.01', 'name': 'alpine_clubmoss'}, {'id': 21794, 'synset': 'fir_clubmoss.n.01', 'name': 'fir_clubmoss'}, {'id': 21795, 'synset': 'ground_cedar.n.01', 'name': 'ground_cedar'}, {'id': 21796, 'synset': 'ground_fir.n.01', 'name': 'ground_fir'}, {'id': 21797, 'synset': 'foxtail_grass.n.01', 'name': 'foxtail_grass'}, {'id': 21798, 'synset': 'spikemoss.n.01', 'name': 'spikemoss'}, {'id': 21799, 'synset': 'meadow_spikemoss.n.01', 'name': 'meadow_spikemoss'}, {'id': 21800, 'synset': 'desert_selaginella.n.01', 'name': 'desert_selaginella'}, {'id': 21801, 'synset': 'resurrection_plant.n.01', 'name': 'resurrection_plant'}, {'id': 21802, 'synset': 'florida_selaginella.n.01', 'name': 'florida_selaginella'}, {'id': 21803, 'synset': 'quillwort.n.01', 'name': 'quillwort'}, {'id': 21804, 'synset': 'earthtongue.n.01', 'name': 'earthtongue'}, {'id': 21805, 'synset': 'snuffbox_fern.n.01', 'name': 'snuffbox_fern'}, {'id': 21806, 'synset': 'christella.n.01', 'name': 'christella'}, {'id': 21807, 'synset': 'mountain_fern.n.01', 'name': 'mountain_fern'}, {'id': 21808, 'synset': 'new_york_fern.n.01', 'name': 'New_York_fern'}, {'id': 21809, 'synset': 'massachusetts_fern.n.01', 'name': 'Massachusetts_fern'}, {'id': 21810, 'synset': 'beech_fern.n.01', 'name': 'beech_fern'}, {'id': 21811, 'synset': 'broad_beech_fern.n.01', 'name': 'broad_beech_fern'}, {'id': 21812, 'synset': 'long_beech_fern.n.01', 'name': 'long_beech_fern'}, {'id': 21813, 'synset': 'shoestring_fungus.n.01', 'name': 'shoestring_fungus'}, {'id': 21814, 'synset': 'armillaria_caligata.n.01', 'name': 'Armillaria_caligata'}, {'id': 21815, 'synset': 'armillaria_ponderosa.n.01', 'name': 'Armillaria_ponderosa'}, {'id': 21816, 'synset': 'armillaria_zelleri.n.01', 'name': 'Armillaria_zelleri'}, {'id': 21817, 'synset': 'honey_mushroom.n.01', 'name': 'honey_mushroom'}, {'id': 21818, 'synset': 'milkweed.n.01', 'name': 'milkweed'}, {'id': 21819, 'synset': 'white_milkweed.n.01', 'name': 'white_milkweed'}, {'id': 21820, 'synset': 'poke_milkweed.n.01', 'name': 'poke_milkweed'}, {'id': 21821, 'synset': 'swamp_milkweed.n.01', 'name': 'swamp_milkweed'}, {'id': 21822, 'synset': "mead's_milkweed.n.01", 'name': "Mead's_milkweed"}, {'id': 21823, 'synset': 'purple_silkweed.n.01', 'name': 'purple_silkweed'}, {'id': 21824, 'synset': 'showy_milkweed.n.01', 'name': 'showy_milkweed'}, {'id': 21825, 'synset': 'poison_milkweed.n.01', 'name': 'poison_milkweed'}, {'id': 21826, 'synset': 'butterfly_weed.n.01', 'name': 'butterfly_weed'}, {'id': 21827, 'synset': 'whorled_milkweed.n.01', 'name': 'whorled_milkweed'}, {'id': 21828, 'synset': 'cruel_plant.n.01', 'name': 'cruel_plant'}, {'id': 21829, 'synset': 'wax_plant.n.01', 'name': 'wax_plant'}, {'id': 21830, 'synset': 'silk_vine.n.01', 'name': 'silk_vine'}, {'id': 21831, 'synset': 'stapelia.n.01', 'name': 'stapelia'}, {'id': 21832, 'synset': 'stapelias_asterias.n.01', 'name': 'Stapelias_asterias'}, {'id': 21833, 'synset': 'stephanotis.n.01', 'name': 'stephanotis'}, {'id': 21834, 'synset': 'madagascar_jasmine.n.01', 'name': 'Madagascar_jasmine'}, {'id': 21835, 'synset': 'negro_vine.n.01', 'name': 'negro_vine'}, {'id': 21836, 'synset': 'zygospore.n.01', 'name': 'zygospore'}, {'id': 21837, 'synset': 'tree_of_knowledge.n.01', 'name': 'tree_of_knowledge'}, {'id': 21838, 'synset': 'orangery.n.01', 'name': 'orangery'}, {'id': 21839, 'synset': 'pocketbook.n.01', 'name': 'pocketbook'}, {'id': 21840, 'synset': 'shit.n.04', 'name': 'shit'}, {'id': 21841, 'synset': 'cordage.n.01', 'name': 'cordage'}, {'id': 21842, 'synset': 'yard.n.01', 'name': 'yard'}, {'id': 21843, 'synset': 'extremum.n.02', 'name': 'extremum'}, {'id': 21844, 'synset': 'leaf_shape.n.01', 'name': 'leaf_shape'}, {'id': 21845, 'synset': 'equilateral.n.01', 'name': 'equilateral'}, {'id': 21846, 'synset': 'figure.n.06', 'name': 'figure'}, {'id': 21847, 'synset': 'pencil.n.03', 'name': 'pencil'}, {'id': 21848, 'synset': 'plane_figure.n.01', 'name': 'plane_figure'}, {'id': 21849, 'synset': 'solid_figure.n.01', 'name': 'solid_figure'}, {'id': 21850, 'synset': 'line.n.04', 'name': 'line'}, {'id': 21851, 'synset': 'bulb.n.04', 'name': 'bulb'}, {'id': 21852, 'synset': 'convex_shape.n.01', 'name': 'convex_shape'}, {'id': 21853, 'synset': 'concave_shape.n.01', 'name': 'concave_shape'}, {'id': 21854, 'synset': 'cylinder.n.01', 'name': 'cylinder'}, {'id': 21855, 'synset': 'round_shape.n.01', 'name': 'round_shape'}, {'id': 21856, 'synset': 'heart.n.07', 'name': 'heart'}, {'id': 21857, 'synset': 'polygon.n.01', 'name': 'polygon'}, {'id': 21858, 'synset': 'convex_polygon.n.01', 'name': 'convex_polygon'}, {'id': 21859, 'synset': 'concave_polygon.n.01', 'name': 'concave_polygon'}, {'id': 21860, 'synset': 'reentrant_polygon.n.01', 'name': 'reentrant_polygon'}, {'id': 21861, 'synset': 'amorphous_shape.n.01', 'name': 'amorphous_shape'}, {'id': 21862, 'synset': 'closed_curve.n.01', 'name': 'closed_curve'}, {'id': 21863, 'synset': 'simple_closed_curve.n.01', 'name': 'simple_closed_curve'}, {'id': 21864, 'synset': 's-shape.n.01', 'name': 'S-shape'}, {'id': 21865, 'synset': 'wave.n.07', 'name': 'wave'}, {'id': 21866, 'synset': 'extrados.n.01', 'name': 'extrados'}, {'id': 21867, 'synset': 'hook.n.02', 'name': 'hook'}, {'id': 21868, 'synset': 'envelope.n.03', 'name': 'envelope'}, {'id': 21869, 'synset': 'bight.n.02', 'name': 'bight'}, {'id': 21870, 'synset': 'diameter.n.02', 'name': 'diameter'}, {'id': 21871, 'synset': 'cone.n.02', 'name': 'cone'}, {'id': 21872, 'synset': 'funnel.n.01', 'name': 'funnel'}, {'id': 21873, 'synset': 'oblong.n.01', 'name': 'oblong'}, {'id': 21874, 'synset': 'circle.n.01', 'name': 'circle'}, {'id': 21875, 'synset': 'circle.n.03', 'name': 'circle'}, {'id': 21876, 'synset': 'equator.n.02', 'name': 'equator'}, {'id': 21877, 'synset': 'scallop.n.01', 'name': 'scallop'}, {'id': 21878, 'synset': 'ring.n.02', 'name': 'ring'}, {'id': 21879, 'synset': 'loop.n.02', 'name': 'loop'}, {'id': 21880, 'synset': 'bight.n.01', 'name': 'bight'}, {'id': 21881, 'synset': 'helix.n.01', 'name': 'helix'}, {'id': 21882, 'synset': 'element_of_a_cone.n.01', 'name': 'element_of_a_cone'}, {'id': 21883, 'synset': 'element_of_a_cylinder.n.01', 'name': 'element_of_a_cylinder'}, {'id': 21884, 'synset': 'ellipse.n.01', 'name': 'ellipse'}, {'id': 21885, 'synset': 'quadrate.n.02', 'name': 'quadrate'}, {'id': 21886, 'synset': 'triangle.n.01', 'name': 'triangle'}, {'id': 21887, 'synset': 'acute_triangle.n.01', 'name': 'acute_triangle'}, {'id': 21888, 'synset': 'isosceles_triangle.n.01', 'name': 'isosceles_triangle'}, {'id': 21889, 'synset': 'obtuse_triangle.n.01', 'name': 'obtuse_triangle'}, {'id': 21890, 'synset': 'right_triangle.n.01', 'name': 'right_triangle'}, {'id': 21891, 'synset': 'scalene_triangle.n.01', 'name': 'scalene_triangle'}, {'id': 21892, 'synset': 'parallel.n.03', 'name': 'parallel'}, {'id': 21893, 'synset': 'trapezoid.n.01', 'name': 'trapezoid'}, {'id': 21894, 'synset': 'star.n.05', 'name': 'star'}, {'id': 21895, 'synset': 'pentagon.n.03', 'name': 'pentagon'}, {'id': 21896, 'synset': 'hexagon.n.01', 'name': 'hexagon'}, {'id': 21897, 'synset': 'heptagon.n.01', 'name': 'heptagon'}, {'id': 21898, 'synset': 'octagon.n.01', 'name': 'octagon'}, {'id': 21899, 'synset': 'nonagon.n.01', 'name': 'nonagon'}, {'id': 21900, 'synset': 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21914, 'synset': 'groove.n.01', 'name': 'groove'}, {'id': 21915, 'synset': 'rut.n.01', 'name': 'rut'}, {'id': 21916, 'synset': 'bulge.n.01', 'name': 'bulge'}, {'id': 21917, 'synset': 'belly.n.03', 'name': 'belly'}, {'id': 21918, 'synset': 'bow.n.05', 'name': 'bow'}, {'id': 21919, 'synset': 'crescent.n.01', 'name': 'crescent'}, {'id': 21920, 'synset': 'ellipsoid.n.01', 'name': 'ellipsoid'}, {'id': 21921, 'synset': 'hypotenuse.n.01', 'name': 'hypotenuse'}, {'id': 21922, 'synset': 'balance.n.04', 'name': 'balance'}, {'id': 21923, 'synset': 'conformation.n.01', 'name': 'conformation'}, {'id': 21924, 'synset': 'symmetry.n.02', 'name': 'symmetry'}, {'id': 21925, 'synset': 'spheroid.n.01', 'name': 'spheroid'}, {'id': 21926, 'synset': 'spherule.n.01', 'name': 'spherule'}, {'id': 21927, 'synset': 'toroid.n.01', 'name': 'toroid'}, {'id': 21928, 'synset': 'column.n.04', 'name': 'column'}, {'id': 21929, 'synset': 'barrel.n.03', 'name': 'barrel'}, {'id': 21930, 'synset': 'pipe.n.03', 'name': 'pipe'}, {'id': 21931, 'synset': 'pellet.n.01', 'name': 'pellet'}, {'id': 21932, 'synset': 'bolus.n.01', 'name': 'bolus'}, {'id': 21933, 'synset': 'dewdrop.n.01', 'name': 'dewdrop'}, {'id': 21934, 'synset': 'ridge.n.02', 'name': 'ridge'}, {'id': 21935, 'synset': 'rim.n.01', 'name': 'rim'}, {'id': 21936, 'synset': 'taper.n.01', 'name': 'taper'}, {'id': 21937, 'synset': 'boundary.n.02', 'name': 'boundary'}, {'id': 21938, 'synset': 'incisure.n.01', 'name': 'incisure'}, {'id': 21939, 'synset': 'notch.n.01', 'name': 'notch'}, {'id': 21940, 'synset': 'wrinkle.n.01', 'name': 'wrinkle'}, {'id': 21941, 'synset': 'dermatoglyphic.n.01', 'name': 'dermatoglyphic'}, {'id': 21942, 'synset': 'frown_line.n.01', 'name': 'frown_line'}, {'id': 21943, 'synset': 'line_of_life.n.01', 'name': 'line_of_life'}, {'id': 21944, 'synset': 'line_of_heart.n.01', 'name': 'line_of_heart'}, {'id': 21945, 'synset': 'crevice.n.01', 'name': 'crevice'}, {'id': 21946, 'synset': 'cleft.n.01', 'name': 'cleft'}, {'id': 21947, 'synset': 'roulette.n.01', 'name': 'roulette'}, {'id': 21948, 'synset': 'node.n.01', 'name': 'node'}, {'id': 21949, 'synset': 'tree.n.02', 'name': 'tree'}, {'id': 21950, 'synset': 'stemma.n.01', 'name': 'stemma'}, {'id': 21951, 'synset': 'brachium.n.01', 'name': 'brachium'}, {'id': 21952, 'synset': 'fork.n.03', 'name': 'fork'}, {'id': 21953, 'synset': 'block.n.03', 'name': 'block'}, {'id': 21954, 'synset': 'ovoid.n.01', 'name': 'ovoid'}, {'id': 21955, 'synset': 'tetrahedron.n.01', 'name': 'tetrahedron'}, {'id': 21956, 'synset': 'pentahedron.n.01', 'name': 'pentahedron'}, {'id': 21957, 'synset': 'hexahedron.n.01', 'name': 'hexahedron'}, {'id': 21958, 'synset': 'regular_polyhedron.n.01', 'name': 'regular_polyhedron'}, {'id': 21959, 'synset': 'polyhedral_angle.n.01', 'name': 'polyhedral_angle'}, {'id': 21960, 'synset': 'cube.n.01', 'name': 'cube'}, {'id': 21961, 'synset': 'truncated_pyramid.n.01', 'name': 'truncated_pyramid'}, {'id': 21962, 'synset': 'truncated_cone.n.01', 'name': 'truncated_cone'}, {'id': 21963, 'synset': 'tail.n.03', 'name': 'tail'}, {'id': 21964, 'synset': 'tongue.n.03', 'name': 'tongue'}, {'id': 21965, 'synset': 'trapezohedron.n.01', 'name': 'trapezohedron'}, {'id': 21966, 'synset': 'wedge.n.01', 'name': 'wedge'}, {'id': 21967, 'synset': 'keel.n.01', 'name': 'keel'}, {'id': 21968, 'synset': 'place.n.06', 'name': 'place'}, {'id': 21969, 'synset': 'herpes.n.01', 'name': 'herpes'}, {'id': 21970, 'synset': 'chlamydia.n.01', 'name': 'chlamydia'}, {'id': 21971, 'synset': 'wall.n.04', 'name': 'wall'}, {'id': 21972, 'synset': 'micronutrient.n.01', 'name': 'micronutrient'}, {'id': 21973, 'synset': 'chyme.n.01', 'name': 'chyme'}, {'id': 21974, 'synset': 'ragweed_pollen.n.01', 'name': 'ragweed_pollen'}, {'id': 21975, 'synset': 'pina_cloth.n.01', 'name': 'pina_cloth'}, {'id': 21976, 'synset': 'chlorobenzylidenemalononitrile.n.01', 'name': 'chlorobenzylidenemalononitrile'}, {'id': 21977, 'synset': 'carbon.n.01', 'name': 'carbon'}, {'id': 21978, 'synset': 'charcoal.n.01', 'name': 'charcoal'}, {'id': 21979, 'synset': 'rock.n.02', 'name': 'rock'}, {'id': 21980, 'synset': 'gravel.n.01', 'name': 'gravel'}, {'id': 21981, 'synset': 'aflatoxin.n.01', 'name': 'aflatoxin'}, {'id': 21982, 'synset': 'alpha-tocopheral.n.01', 'name': 'alpha-tocopheral'}, {'id': 21983, 'synset': 'leopard.n.01', 'name': 'leopard'}, {'id': 21984, 'synset': 'bricks_and_mortar.n.01', 'name': 'bricks_and_mortar'}, {'id': 21985, 'synset': 'lagging.n.01', 'name': 'lagging'}, {'id': 21986, 'synset': 'hydraulic_cement.n.01', 'name': 'hydraulic_cement'}, {'id': 21987, 'synset': 'choline.n.01', 'name': 'choline'}, {'id': 21988, 'synset': 'concrete.n.01', 'name': 'concrete'}, {'id': 21989, 'synset': 'glass_wool.n.01', 'name': 'glass_wool'}, {'id': 21990, 'synset': 'soil.n.02', 'name': 'soil'}, {'id': 21991, 'synset': 'high_explosive.n.01', 'name': 'high_explosive'}, {'id': 21992, 'synset': 'litter.n.02', 'name': 'litter'}, {'id': 21993, 'synset': 'fish_meal.n.01', 'name': 'fish_meal'}, {'id': 21994, 'synset': 'greek_fire.n.01', 'name': 'Greek_fire'}, {'id': 21995, 'synset': 'culture_medium.n.01', 'name': 'culture_medium'}, {'id': 21996, 'synset': 'agar.n.01', 'name': 'agar'}, {'id': 21997, 'synset': 'blood_agar.n.01', 'name': 'blood_agar'}, {'id': 21998, 'synset': 'hip_tile.n.01', 'name': 'hip_tile'}, {'id': 21999, 'synset': 'hyacinth.n.01', 'name': 'hyacinth'}, {'id': 22000, 'synset': 'hydroxide_ion.n.01', 'name': 'hydroxide_ion'}, {'id': 22001, 'synset': 'ice.n.01', 'name': 'ice'}, {'id': 22002, 'synset': 'inositol.n.01', 'name': 'inositol'}, {'id': 22003, 'synset': 'linoleum.n.01', 'name': 'linoleum'}, {'id': 22004, 'synset': 'lithia_water.n.01', 'name': 'lithia_water'}, {'id': 22005, 'synset': 'lodestone.n.01', 'name': 'lodestone'}, {'id': 22006, 'synset': 'pantothenic_acid.n.01', 'name': 'pantothenic_acid'}, {'id': 22007, 'synset': 'paper.n.01', 'name': 'paper'}, {'id': 22008, 'synset': 'papyrus.n.01', 'name': 'papyrus'}, {'id': 22009, 'synset': 'pantile.n.01', 'name': 'pantile'}, {'id': 22010, 'synset': 'blacktop.n.01', 'name': 'blacktop'}, {'id': 22011, 'synset': 'tarmacadam.n.01', 'name': 'tarmacadam'}, {'id': 22012, 'synset': 'paving.n.01', 'name': 'paving'}, {'id': 22013, 'synset': 'plaster.n.01', 'name': 'plaster'}, {'id': 22014, 'synset': 'poison_gas.n.01', 'name': 'poison_gas'}, {'id': 22015, 'synset': 'ridge_tile.n.01', 'name': 'ridge_tile'}, {'id': 22016, 'synset': 'roughcast.n.01', 'name': 'roughcast'}, {'id': 22017, 'synset': 'sand.n.01', 'name': 'sand'}, {'id': 22018, 'synset': 'spackle.n.01', 'name': 'spackle'}, {'id': 22019, 'synset': 'render.n.01', 'name': 'render'}, {'id': 22020, 'synset': 'wattle_and_daub.n.01', 'name': 'wattle_and_daub'}, {'id': 22021, 'synset': 'stucco.n.01', 'name': 'stucco'}, {'id': 22022, 'synset': 'tear_gas.n.01', 'name': 'tear_gas'}, {'id': 22023, 'synset': 'linseed.n.01', 'name': 'linseed'}, {'id': 22024, 'synset': 'vitamin.n.01', 'name': 'vitamin'}, {'id': 22025, 'synset': 'fat-soluble_vitamin.n.01', 'name': 'fat-soluble_vitamin'}, {'id': 22026, 'synset': 'water-soluble_vitamin.n.01', 'name': 'water-soluble_vitamin'}, {'id': 22027, 'synset': 'vitamin_a.n.01', 'name': 'vitamin_A'}, {'id': 22028, 'synset': 'vitamin_a1.n.01', 'name': 'vitamin_A1'}, {'id': 22029, 'synset': 'vitamin_a2.n.01', 'name': 'vitamin_A2'}, {'id': 22030, 'synset': 'b-complex_vitamin.n.01', 'name': 'B-complex_vitamin'}, {'id': 22031, 'synset': 'vitamin_b1.n.01', 'name': 'vitamin_B1'}, {'id': 22032, 'synset': 'vitamin_b12.n.01', 'name': 'vitamin_B12'}, {'id': 22033, 'synset': 'vitamin_b2.n.01', 'name': 'vitamin_B2'}, {'id': 22034, 'synset': 'vitamin_b6.n.01', 'name': 'vitamin_B6'}, {'id': 22035, 'synset': 'vitamin_bc.n.01', 'name': 'vitamin_Bc'}, {'id': 22036, 'synset': 'niacin.n.01', 'name': 'niacin'}, {'id': 22037, 'synset': 'vitamin_d.n.01', 'name': 'vitamin_D'}, {'id': 22038, 'synset': 'vitamin_e.n.01', 'name': 'vitamin_E'}, {'id': 22039, 'synset': 'biotin.n.01', 'name': 'biotin'}, {'id': 22040, 'synset': 'vitamin_k.n.01', 'name': 'vitamin_K'}, {'id': 22041, 'synset': 'vitamin_k1.n.01', 'name': 'vitamin_K1'}, {'id': 22042, 'synset': 'vitamin_k3.n.01', 'name': 'vitamin_K3'}, {'id': 22043, 'synset': 'vitamin_p.n.01', 'name': 'vitamin_P'}, {'id': 22044, 'synset': 'vitamin_c.n.01', 'name': 'vitamin_C'}, {'id': 22045, 'synset': 'planking.n.01', 'name': 'planking'}, {'id': 22046, 'synset': 'chipboard.n.01', 'name': 'chipboard'}, {'id': 22047, 'synset': 'knothole.n.01', 'name': 'knothole'}] # noqa \ No newline at end of file diff --git a/detic/data/datasets/lvis_v1.py b/detic/data/datasets/lvis_v1.py new file mode 100644 index 0000000000000000000000000000000000000000..4b9b279f17663def1c4913321efbb7490d591e90 --- /dev/null +++ b/detic/data/datasets/lvis_v1.py @@ -0,0 +1,155 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import logging +import os + +from fvcore.common.timer import Timer +from detectron2.structures import BoxMode +from fvcore.common.file_io import PathManager +from detectron2.data import DatasetCatalog, MetadataCatalog +from detectron2.data.datasets.lvis import get_lvis_instances_meta + +logger = logging.getLogger(__name__) + +__all__ = ["custom_load_lvis_json", "custom_register_lvis_instances"] + + +def custom_register_lvis_instances(name, metadata, json_file, image_root): + """ + """ + DatasetCatalog.register(name, lambda: custom_load_lvis_json( + json_file, image_root, name)) + MetadataCatalog.get(name).set( + json_file=json_file, image_root=image_root, + evaluator_type="lvis", **metadata + ) + + +def custom_load_lvis_json(json_file, image_root, dataset_name=None): + ''' + Modifications: + use `file_name` + convert neg_category_ids + add pos_category_ids + ''' + from lvis import LVIS + + json_file = PathManager.get_local_path(json_file) + + timer = Timer() + lvis_api = LVIS(json_file) + if timer.seconds() > 1: + logger.info("Loading {} takes {:.2f} seconds.".format( + json_file, timer.seconds())) + + catid2contid = {x['id']: i for i, x in enumerate( + sorted(lvis_api.dataset['categories'], key=lambda x: x['id']))} + if len(lvis_api.dataset['categories']) == 1203: + for x in lvis_api.dataset['categories']: + assert catid2contid[x['id']] == x['id'] - 1 + img_ids = sorted(lvis_api.imgs.keys()) + imgs = lvis_api.load_imgs(img_ids) + anns = [lvis_api.img_ann_map[img_id] for img_id in img_ids] + + ann_ids = [ann["id"] for anns_per_image in anns for ann in anns_per_image] + assert len(set(ann_ids)) == len(ann_ids), \ + "Annotation ids in '{}' are not unique".format(json_file) + + imgs_anns = list(zip(imgs, anns)) + logger.info("Loaded {} images in the LVIS v1 format from {}".format( + len(imgs_anns), json_file)) + + dataset_dicts = [] + + for (img_dict, anno_dict_list) in imgs_anns: + record = {} + if "file_name" in img_dict: + file_name = img_dict["file_name"] + if img_dict["file_name"].startswith("COCO"): + file_name = file_name[-16:] + record["file_name"] = os.path.join(image_root, file_name) + elif 'coco_url' in img_dict: + # e.g., http://images.cocodataset.org/train2017/000000391895.jpg + file_name = img_dict["coco_url"][30:] + record["file_name"] = os.path.join(image_root, file_name) + elif 'tar_index' in img_dict: + record['tar_index'] = img_dict['tar_index'] + + record["height"] = img_dict["height"] + record["width"] = img_dict["width"] + record["not_exhaustive_category_ids"] = img_dict.get( + "not_exhaustive_category_ids", []) + record["neg_category_ids"] = img_dict.get("neg_category_ids", []) + # NOTE: modified by Xingyi: convert to 0-based + record["neg_category_ids"] = [ + catid2contid[x] for x in record["neg_category_ids"]] + if 'pos_category_ids' in img_dict: + record['pos_category_ids'] = [ + catid2contid[x] for x in img_dict.get("pos_category_ids", [])] + if 'captions' in img_dict: + record['captions'] = img_dict['captions'] + if 'caption_features' in img_dict: + record['caption_features'] = img_dict['caption_features'] + image_id = record["image_id"] = img_dict["id"] + + objs = [] + for anno in anno_dict_list: + assert anno["image_id"] == image_id + if anno.get('iscrowd', 0) > 0: + continue + obj = {"bbox": anno["bbox"], "bbox_mode": BoxMode.XYWH_ABS} + obj["category_id"] = catid2contid[anno['category_id']] + if 'segmentation' in anno: + segm = anno["segmentation"] + valid_segm = [poly for poly in segm \ + if len(poly) % 2 == 0 and len(poly) >= 6] + # assert len(segm) == len( + # valid_segm + # ), "Annotation contains an invalid polygon with < 3 points" + if not len(segm) == len(valid_segm): + print('Annotation contains an invalid polygon with < 3 points') + assert len(segm) > 0 + obj["segmentation"] = segm + objs.append(obj) + record["annotations"] = objs + dataset_dicts.append(record) + + return dataset_dicts + +_CUSTOM_SPLITS_LVIS = { + "lvis_v1_train+coco": ("coco/", "lvis/lvis_v1_train+coco_mask.json"), + "lvis_v1_train_norare": ("coco/", "lvis/lvis_v1_train_norare.json"), +} + + +for key, (image_root, json_file) in _CUSTOM_SPLITS_LVIS.items(): + custom_register_lvis_instances( + key, + get_lvis_instances_meta(key), + os.path.join("datasets", json_file) if "://" not in json_file else json_file, + os.path.join("datasets", image_root), + ) + + +def get_lvis_22k_meta(): + from .lvis_22k_categories import CATEGORIES + cat_ids = [k["id"] for k in CATEGORIES] + assert min(cat_ids) == 1 and max(cat_ids) == len( + cat_ids + ), "Category ids are not in [1, #categories], as expected" + # Ensure that the category list is sorted by id + lvis_categories = sorted(CATEGORIES, key=lambda x: x["id"]) + thing_classes = [k["name"] for k in lvis_categories] + meta = {"thing_classes": thing_classes} + return meta + +_CUSTOM_SPLITS_LVIS_22K = { + "lvis_v1_train_22k": ("coco/", "lvis/lvis_v1_train_lvis-22k.json"), +} + +for key, (image_root, json_file) in _CUSTOM_SPLITS_LVIS_22K.items(): + custom_register_lvis_instances( + key, + get_lvis_22k_meta(), + os.path.join("datasets", json_file) if "://" not in json_file else json_file, + os.path.join("datasets", image_root), + ) \ No newline at end of file diff --git a/detic/data/datasets/objects365.py b/detic/data/datasets/objects365.py new file mode 100644 index 0000000000000000000000000000000000000000..b98128738b43a71d24ac1c22554631f78b80d664 --- /dev/null +++ b/detic/data/datasets/objects365.py @@ -0,0 +1,770 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +from detectron2.data.datasets.register_coco import register_coco_instances +import os + +# categories_v2 = [ +# {'id': 1, 'name': 'Person'}, +# {'id': 2, 'name': 'Sneakers'}, +# {'id': 3, 'name': 'Chair'}, +# {'id': 4, 'name': 'Other Shoes'}, +# {'id': 5, 'name': 'Hat'}, +# {'id': 6, 'name': 'Car'}, +# {'id': 7, 'name': 'Lamp'}, +# {'id': 8, 'name': 'Glasses'}, +# {'id': 9, 'name': 'Bottle'}, +# {'id': 10, 'name': 'Desk'}, +# {'id': 11, 'name': 'Cup'}, +# {'id': 12, 'name': 'Street Lights'}, +# {'id': 13, 'name': 'Cabinet/shelf'}, +# {'id': 14, 'name': 'Handbag/Satchel'}, +# {'id': 15, 'name': 'Bracelet'}, +# {'id': 16, 'name': 'Plate'}, +# {'id': 17, 'name': 'Picture/Frame'}, +# {'id': 18, 'name': 'Helmet'}, +# {'id': 19, 'name': 'Book'}, +# {'id': 20, 'name': 'Gloves'}, +# {'id': 21, 'name': 'Storage box'}, +# {'id': 22, 'name': 'Boat'}, +# {'id': 23, 'name': 'Leather Shoes'}, +# {'id': 24, 'name': 'Flower'}, +# {'id': 25, 'name': 'Bench'}, +# {'id': 26, 'name': 'Potted Plant'}, +# {'id': 27, 'name': 'Bowl/Basin'}, +# {'id': 28, 'name': 'Flag'}, +# {'id': 29, 'name': 'Pillow'}, +# {'id': 30, 'name': 'Boots'}, +# {'id': 31, 'name': 'Vase'}, +# {'id': 32, 'name': 'Microphone'}, +# {'id': 33, 'name': 'Necklace'}, +# {'id': 34, 'name': 'Ring'}, +# {'id': 35, 'name': 'SUV'}, +# {'id': 36, 'name': 'Wine Glass'}, +# {'id': 37, 'name': 'Belt'}, +# {'id': 38, 'name': 'Moniter/TV'}, +# {'id': 39, 'name': 'Backpack'}, +# {'id': 40, 'name': 'Umbrella'}, +# {'id': 41, 'name': 'Traffic Light'}, +# {'id': 42, 'name': 'Speaker'}, +# {'id': 43, 'name': 'Watch'}, +# {'id': 44, 'name': 'Tie'}, +# {'id': 45, 'name': 'Trash bin Can'}, +# {'id': 46, 'name': 'Slippers'}, +# {'id': 47, 'name': 'Bicycle'}, +# {'id': 48, 'name': 'Stool'}, +# {'id': 49, 'name': 'Barrel/bucket'}, +# {'id': 50, 'name': 'Van'}, +# {'id': 51, 'name': 'Couch'}, +# {'id': 52, 'name': 'Sandals'}, +# {'id': 53, 'name': 'Bakset'}, +# {'id': 54, 'name': 'Drum'}, +# {'id': 55, 'name': 'Pen/Pencil'}, +# {'id': 56, 'name': 'Bus'}, +# {'id': 57, 'name': 'Wild Bird'}, +# {'id': 58, 'name': 'High Heels'}, +# {'id': 59, 'name': 'Motorcycle'}, +# {'id': 60, 'name': 'Guitar'}, +# {'id': 61, 'name': 'Carpet'}, +# {'id': 62, 'name': 'Cell Phone'}, +# {'id': 63, 'name': 'Bread'}, +# {'id': 64, 'name': 'Camera'}, +# {'id': 65, 'name': 'Canned'}, +# {'id': 66, 'name': 'Truck'}, +# {'id': 67, 'name': 'Traffic cone'}, +# {'id': 68, 'name': 'Cymbal'}, +# {'id': 69, 'name': 'Lifesaver'}, +# {'id': 70, 'name': 'Towel'}, +# {'id': 71, 'name': 'Stuffed Toy'}, +# {'id': 72, 'name': 'Candle'}, +# {'id': 73, 'name': 'Sailboat'}, +# {'id': 74, 'name': 'Laptop'}, +# {'id': 75, 'name': 'Awning'}, +# {'id': 76, 'name': 'Bed'}, +# {'id': 77, 'name': 'Faucet'}, +# {'id': 78, 'name': 'Tent'}, +# {'id': 79, 'name': 'Horse'}, +# {'id': 80, 'name': 'Mirror'}, +# {'id': 81, 'name': 'Power outlet'}, +# {'id': 82, 'name': 'Sink'}, +# {'id': 83, 'name': 'Apple'}, +# {'id': 84, 'name': 'Air Conditioner'}, +# {'id': 85, 'name': 'Knife'}, +# {'id': 86, 'name': 'Hockey Stick'}, +# {'id': 87, 'name': 'Paddle'}, +# {'id': 88, 'name': 'Pickup Truck'}, +# {'id': 89, 'name': 'Fork'}, +# {'id': 90, 'name': 'Traffic Sign'}, +# {'id': 91, 'name': 'Ballon'}, +# {'id': 92, 'name': 'Tripod'}, +# {'id': 93, 'name': 'Dog'}, +# {'id': 94, 'name': 'Spoon'}, +# {'id': 95, 'name': 'Clock'}, +# {'id': 96, 'name': 'Pot'}, +# {'id': 97, 'name': 'Cow'}, +# {'id': 98, 'name': 'Cake'}, +# {'id': 99, 'name': 'Dinning Table'}, +# {'id': 100, 'name': 'Sheep'}, +# {'id': 101, 'name': 'Hanger'}, +# {'id': 102, 'name': 'Blackboard/Whiteboard'}, +# {'id': 103, 'name': 'Napkin'}, +# {'id': 104, 'name': 'Other Fish'}, +# {'id': 105, 'name': 'Orange/Tangerine'}, +# {'id': 106, 'name': 'Toiletry'}, +# {'id': 107, 'name': 'Keyboard'}, +# {'id': 108, 'name': 'Tomato'}, +# {'id': 109, 'name': 'Lantern'}, +# {'id': 110, 'name': 'Machinery Vehicle'}, +# {'id': 111, 'name': 'Fan'}, +# {'id': 112, 'name': 'Green Vegetables'}, +# {'id': 113, 'name': 'Banana'}, +# {'id': 114, 'name': 'Baseball Glove'}, +# {'id': 115, 'name': 'Airplane'}, +# {'id': 116, 'name': 'Mouse'}, +# {'id': 117, 'name': 'Train'}, +# {'id': 118, 'name': 'Pumpkin'}, +# {'id': 119, 'name': 'Soccer'}, +# {'id': 120, 'name': 'Skiboard'}, +# {'id': 121, 'name': 'Luggage'}, +# {'id': 122, 'name': 'Nightstand'}, +# {'id': 123, 'name': 'Tea pot'}, +# {'id': 124, 'name': 'Telephone'}, +# {'id': 125, 'name': 'Trolley'}, +# {'id': 126, 'name': 'Head Phone'}, +# {'id': 127, 'name': 'Sports Car'}, +# {'id': 128, 'name': 'Stop Sign'}, +# {'id': 129, 'name': 'Dessert'}, +# {'id': 130, 'name': 'Scooter'}, +# {'id': 131, 'name': 'Stroller'}, +# {'id': 132, 'name': 'Crane'}, +# {'id': 133, 'name': 'Remote'}, +# {'id': 134, 'name': 'Refrigerator'}, +# {'id': 135, 'name': 'Oven'}, +# {'id': 136, 'name': 'Lemon'}, +# {'id': 137, 'name': 'Duck'}, +# {'id': 138, 'name': 'Baseball Bat'}, +# {'id': 139, 'name': 'Surveillance Camera'}, +# {'id': 140, 'name': 'Cat'}, +# {'id': 141, 'name': 'Jug'}, +# {'id': 142, 'name': 'Broccoli'}, +# {'id': 143, 'name': 'Piano'}, +# {'id': 144, 'name': 'Pizza'}, +# {'id': 145, 'name': 'Elephant'}, +# {'id': 146, 'name': 'Skateboard'}, +# {'id': 147, 'name': 'Surfboard'}, +# {'id': 148, 'name': 'Gun'}, +# {'id': 149, 'name': 'Skating and Skiing shoes'}, +# {'id': 150, 'name': 'Gas stove'}, +# {'id': 151, 'name': 'Donut'}, +# {'id': 152, 'name': 'Bow Tie'}, +# {'id': 153, 'name': 'Carrot'}, +# {'id': 154, 'name': 'Toilet'}, +# {'id': 155, 'name': 'Kite'}, +# {'id': 156, 'name': 'Strawberry'}, +# {'id': 157, 'name': 'Other Balls'}, +# {'id': 158, 'name': 'Shovel'}, +# {'id': 159, 'name': 'Pepper'}, +# {'id': 160, 'name': 'Computer Box'}, +# {'id': 161, 'name': 'Toilet Paper'}, +# {'id': 162, 'name': 'Cleaning Products'}, +# {'id': 163, 'name': 'Chopsticks'}, +# {'id': 164, 'name': 'Microwave'}, +# {'id': 165, 'name': 'Pigeon'}, +# {'id': 166, 'name': 'Baseball'}, +# {'id': 167, 'name': 'Cutting/chopping Board'}, +# {'id': 168, 'name': 'Coffee Table'}, +# {'id': 169, 'name': 'Side Table'}, +# {'id': 170, 'name': 'Scissors'}, +# {'id': 171, 'name': 'Marker'}, +# {'id': 172, 'name': 'Pie'}, +# {'id': 173, 'name': 'Ladder'}, +# {'id': 174, 'name': 'Snowboard'}, +# {'id': 175, 'name': 'Cookies'}, +# {'id': 176, 'name': 'Radiator'}, +# {'id': 177, 'name': 'Fire Hydrant'}, +# {'id': 178, 'name': 'Basketball'}, +# {'id': 179, 'name': 'Zebra'}, +# {'id': 180, 'name': 'Grape'}, +# {'id': 181, 'name': 'Giraffe'}, +# {'id': 182, 'name': 'Potato'}, +# {'id': 183, 'name': 'Sausage'}, +# {'id': 184, 'name': 'Tricycle'}, +# {'id': 185, 'name': 'Violin'}, +# {'id': 186, 'name': 'Egg'}, +# {'id': 187, 'name': 'Fire Extinguisher'}, +# {'id': 188, 'name': 'Candy'}, +# {'id': 189, 'name': 'Fire Truck'}, +# {'id': 190, 'name': 'Billards'}, +# {'id': 191, 'name': 'Converter'}, +# {'id': 192, 'name': 'Bathtub'}, +# {'id': 193, 'name': 'Wheelchair'}, +# {'id': 194, 'name': 'Golf Club'}, +# {'id': 195, 'name': 'Briefcase'}, +# {'id': 196, 'name': 'Cucumber'}, +# {'id': 197, 'name': 'Cigar/Cigarette '}, +# {'id': 198, 'name': 'Paint Brush'}, +# {'id': 199, 'name': 'Pear'}, +# {'id': 200, 'name': 'Heavy Truck'}, +# {'id': 201, 'name': 'Hamburger'}, +# {'id': 202, 'name': 'Extractor'}, +# {'id': 203, 'name': 'Extention Cord'}, +# {'id': 204, 'name': 'Tong'}, +# {'id': 205, 'name': 'Tennis Racket'}, +# {'id': 206, 'name': 'Folder'}, +# {'id': 207, 'name': 'American Football'}, +# {'id': 208, 'name': 'earphone'}, +# {'id': 209, 'name': 'Mask'}, +# {'id': 210, 'name': 'Kettle'}, +# {'id': 211, 'name': 'Tennis'}, +# {'id': 212, 'name': 'Ship'}, +# {'id': 213, 'name': 'Swing'}, +# {'id': 214, 'name': 'Coffee Machine'}, +# {'id': 215, 'name': 'Slide'}, +# {'id': 216, 'name': 'Carriage'}, +# {'id': 217, 'name': 'Onion'}, +# {'id': 218, 'name': 'Green beans'}, +# {'id': 219, 'name': 'Projector'}, +# {'id': 220, 'name': 'Frisbee'}, +# {'id': 221, 'name': 'Washing Machine/Drying Machine'}, +# {'id': 222, 'name': 'Chicken'}, +# {'id': 223, 'name': 'Printer'}, +# {'id': 224, 'name': 'Watermelon'}, +# {'id': 225, 'name': 'Saxophone'}, +# {'id': 226, 'name': 'Tissue'}, +# {'id': 227, 'name': 'Toothbrush'}, +# {'id': 228, 'name': 'Ice cream'}, +# {'id': 229, 'name': 'Hotair ballon'}, +# {'id': 230, 'name': 'Cello'}, +# {'id': 231, 'name': 'French Fries'}, +# {'id': 232, 'name': 'Scale'}, +# {'id': 233, 'name': 'Trophy'}, +# {'id': 234, 'name': 'Cabbage'}, +# {'id': 235, 'name': 'Hot dog'}, +# {'id': 236, 'name': 'Blender'}, +# {'id': 237, 'name': 'Peach'}, +# {'id': 238, 'name': 'Rice'}, +# {'id': 239, 'name': 'Wallet/Purse'}, +# {'id': 240, 'name': 'Volleyball'}, +# {'id': 241, 'name': 'Deer'}, +# {'id': 242, 'name': 'Goose'}, +# {'id': 243, 'name': 'Tape'}, +# {'id': 244, 'name': 'Tablet'}, +# {'id': 245, 'name': 'Cosmetics'}, +# {'id': 246, 'name': 'Trumpet'}, +# {'id': 247, 'name': 'Pineapple'}, +# {'id': 248, 'name': 'Golf Ball'}, +# {'id': 249, 'name': 'Ambulance'}, +# {'id': 250, 'name': 'Parking meter'}, +# {'id': 251, 'name': 'Mango'}, +# {'id': 252, 'name': 'Key'}, +# {'id': 253, 'name': 'Hurdle'}, +# {'id': 254, 'name': 'Fishing Rod'}, +# {'id': 255, 'name': 'Medal'}, +# {'id': 256, 'name': 'Flute'}, +# {'id': 257, 'name': 'Brush'}, +# {'id': 258, 'name': 'Penguin'}, +# {'id': 259, 'name': 'Megaphone'}, +# {'id': 260, 'name': 'Corn'}, +# {'id': 261, 'name': 'Lettuce'}, +# {'id': 262, 'name': 'Garlic'}, +# {'id': 263, 'name': 'Swan'}, +# {'id': 264, 'name': 'Helicopter'}, +# {'id': 265, 'name': 'Green Onion'}, +# {'id': 266, 'name': 'Sandwich'}, +# {'id': 267, 'name': 'Nuts'}, +# {'id': 268, 'name': 'Speed Limit Sign'}, +# {'id': 269, 'name': 'Induction Cooker'}, +# {'id': 270, 'name': 'Broom'}, +# {'id': 271, 'name': 'Trombone'}, +# {'id': 272, 'name': 'Plum'}, +# {'id': 273, 'name': 'Rickshaw'}, +# {'id': 274, 'name': 'Goldfish'}, +# {'id': 275, 'name': 'Kiwi fruit'}, +# {'id': 276, 'name': 'Router/modem'}, +# {'id': 277, 'name': 'Poker Card'}, +# {'id': 278, 'name': 'Toaster'}, +# {'id': 279, 'name': 'Shrimp'}, +# {'id': 280, 'name': 'Sushi'}, +# {'id': 281, 'name': 'Cheese'}, +# {'id': 282, 'name': 'Notepaper'}, +# {'id': 283, 'name': 'Cherry'}, +# {'id': 284, 'name': 'Pliers'}, +# {'id': 285, 'name': 'CD'}, +# {'id': 286, 'name': 'Pasta'}, +# {'id': 287, 'name': 'Hammer'}, +# {'id': 288, 'name': 'Cue'}, +# {'id': 289, 'name': 'Avocado'}, +# {'id': 290, 'name': 'Hamimelon'}, +# {'id': 291, 'name': 'Flask'}, +# {'id': 292, 'name': 'Mushroon'}, +# {'id': 293, 'name': 'Screwdriver'}, +# {'id': 294, 'name': 'Soap'}, +# {'id': 295, 'name': 'Recorder'}, +# {'id': 296, 'name': 'Bear'}, +# {'id': 297, 'name': 'Eggplant'}, +# {'id': 298, 'name': 'Board Eraser'}, +# {'id': 299, 'name': 'Coconut'}, +# {'id': 300, 'name': 'Tape Measur/ Ruler'}, +# {'id': 301, 'name': 'Pig'}, +# {'id': 302, 'name': 'Showerhead'}, +# {'id': 303, 'name': 'Globe'}, +# {'id': 304, 'name': 'Chips'}, +# {'id': 305, 'name': 'Steak'}, +# {'id': 306, 'name': 'Crosswalk Sign'}, +# {'id': 307, 'name': 'Stapler'}, +# {'id': 308, 'name': 'Campel'}, +# {'id': 309, 'name': 'Formula 1 '}, +# {'id': 310, 'name': 'Pomegranate'}, +# {'id': 311, 'name': 'Dishwasher'}, +# {'id': 312, 'name': 'Crab'}, +# {'id': 313, 'name': 'Hoverboard'}, +# {'id': 314, 'name': 'Meat ball'}, +# {'id': 315, 'name': 'Rice Cooker'}, +# {'id': 316, 'name': 'Tuba'}, +# {'id': 317, 'name': 'Calculator'}, +# {'id': 318, 'name': 'Papaya'}, +# {'id': 319, 'name': 'Antelope'}, +# {'id': 320, 'name': 'Parrot'}, +# {'id': 321, 'name': 'Seal'}, +# {'id': 322, 'name': 'Buttefly'}, +# {'id': 323, 'name': 'Dumbbell'}, +# {'id': 324, 'name': 'Donkey'}, +# {'id': 325, 'name': 'Lion'}, +# {'id': 326, 'name': 'Urinal'}, +# {'id': 327, 'name': 'Dolphin'}, +# {'id': 328, 'name': 'Electric Drill'}, +# {'id': 329, 'name': 'Hair Dryer'}, +# {'id': 330, 'name': 'Egg tart'}, +# {'id': 331, 'name': 'Jellyfish'}, +# {'id': 332, 'name': 'Treadmill'}, +# {'id': 333, 'name': 'Lighter'}, +# {'id': 334, 'name': 'Grapefruit'}, +# {'id': 335, 'name': 'Game board'}, +# {'id': 336, 'name': 'Mop'}, +# {'id': 337, 'name': 'Radish'}, +# {'id': 338, 'name': 'Baozi'}, +# {'id': 339, 'name': 'Target'}, +# {'id': 340, 'name': 'French'}, +# {'id': 341, 'name': 'Spring Rolls'}, +# {'id': 342, 'name': 'Monkey'}, +# {'id': 343, 'name': 'Rabbit'}, +# {'id': 344, 'name': 'Pencil Case'}, +# {'id': 345, 'name': 'Yak'}, +# {'id': 346, 'name': 'Red Cabbage'}, +# {'id': 347, 'name': 'Binoculars'}, +# {'id': 348, 'name': 'Asparagus'}, +# {'id': 349, 'name': 'Barbell'}, +# {'id': 350, 'name': 'Scallop'}, +# {'id': 351, 'name': 'Noddles'}, +# {'id': 352, 'name': 'Comb'}, +# {'id': 353, 'name': 'Dumpling'}, +# {'id': 354, 'name': 'Oyster'}, +# {'id': 355, 'name': 'Table Teniis paddle'}, +# {'id': 356, 'name': 'Cosmetics Brush/Eyeliner Pencil'}, +# {'id': 357, 'name': 'Chainsaw'}, +# {'id': 358, 'name': 'Eraser'}, +# {'id': 359, 'name': 'Lobster'}, +# {'id': 360, 'name': 'Durian'}, +# {'id': 361, 'name': 'Okra'}, +# {'id': 362, 'name': 'Lipstick'}, +# {'id': 363, 'name': 'Cosmetics Mirror'}, +# {'id': 364, 'name': 'Curling'}, +# {'id': 365, 'name': 'Table Tennis '}, +# ] + +''' +The official Objects365 category names contains typos. +Below is a manual fix. +''' +categories_v2_fix = [ + {'id': 1, 'name': 'Person'}, + {'id': 2, 'name': 'Sneakers'}, + {'id': 3, 'name': 'Chair'}, + {'id': 4, 'name': 'Other Shoes'}, + {'id': 5, 'name': 'Hat'}, + {'id': 6, 'name': 'Car'}, + {'id': 7, 'name': 'Lamp'}, + {'id': 8, 'name': 'Glasses'}, + {'id': 9, 'name': 'Bottle'}, + {'id': 10, 'name': 'Desk'}, + {'id': 11, 'name': 'Cup'}, + {'id': 12, 'name': 'Street Lights'}, + {'id': 13, 'name': 'Cabinet/shelf'}, + {'id': 14, 'name': 'Handbag/Satchel'}, + {'id': 15, 'name': 'Bracelet'}, + {'id': 16, 'name': 'Plate'}, + {'id': 17, 'name': 'Picture/Frame'}, + {'id': 18, 'name': 'Helmet'}, + {'id': 19, 'name': 'Book'}, + {'id': 20, 'name': 'Gloves'}, + {'id': 21, 'name': 'Storage box'}, + {'id': 22, 'name': 'Boat'}, + {'id': 23, 'name': 'Leather Shoes'}, + {'id': 24, 'name': 'Flower'}, + {'id': 25, 'name': 'Bench'}, + {'id': 26, 'name': 'Potted Plant'}, + {'id': 27, 'name': 'Bowl/Basin'}, + {'id': 28, 'name': 'Flag'}, + {'id': 29, 'name': 'Pillow'}, + {'id': 30, 'name': 'Boots'}, + {'id': 31, 'name': 'Vase'}, + {'id': 32, 'name': 'Microphone'}, + {'id': 33, 'name': 'Necklace'}, + {'id': 34, 'name': 'Ring'}, + {'id': 35, 'name': 'SUV'}, + {'id': 36, 'name': 'Wine Glass'}, + {'id': 37, 'name': 'Belt'}, + {'id': 38, 'name': 'Monitor/TV'}, + {'id': 39, 'name': 'Backpack'}, + {'id': 40, 'name': 'Umbrella'}, + {'id': 41, 'name': 'Traffic Light'}, + {'id': 42, 'name': 'Speaker'}, + {'id': 43, 'name': 'Watch'}, + {'id': 44, 'name': 'Tie'}, + {'id': 45, 'name': 'Trash bin Can'}, + {'id': 46, 'name': 'Slippers'}, + {'id': 47, 'name': 'Bicycle'}, + {'id': 48, 'name': 'Stool'}, + {'id': 49, 'name': 'Barrel/bucket'}, + {'id': 50, 'name': 'Van'}, + {'id': 51, 'name': 'Couch'}, + {'id': 52, 'name': 'Sandals'}, + {'id': 53, 'name': 'Basket'}, + {'id': 54, 'name': 'Drum'}, + {'id': 55, 'name': 'Pen/Pencil'}, + {'id': 56, 'name': 'Bus'}, + {'id': 57, 'name': 'Wild Bird'}, + {'id': 58, 'name': 'High Heels'}, + {'id': 59, 'name': 'Motorcycle'}, + {'id': 60, 'name': 'Guitar'}, + {'id': 61, 'name': 'Carpet'}, + {'id': 62, 'name': 'Cell Phone'}, + {'id': 63, 'name': 'Bread'}, + {'id': 64, 'name': 'Camera'}, + {'id': 65, 'name': 'Canned'}, + {'id': 66, 'name': 'Truck'}, + {'id': 67, 'name': 'Traffic cone'}, + {'id': 68, 'name': 'Cymbal'}, + {'id': 69, 'name': 'Lifesaver'}, + {'id': 70, 'name': 'Towel'}, + {'id': 71, 'name': 'Stuffed Toy'}, + {'id': 72, 'name': 'Candle'}, + {'id': 73, 'name': 'Sailboat'}, + {'id': 74, 'name': 'Laptop'}, + {'id': 75, 'name': 'Awning'}, + {'id': 76, 'name': 'Bed'}, + {'id': 77, 'name': 'Faucet'}, + {'id': 78, 'name': 'Tent'}, + {'id': 79, 'name': 'Horse'}, + {'id': 80, 'name': 'Mirror'}, + {'id': 81, 'name': 'Power outlet'}, + {'id': 82, 'name': 'Sink'}, + {'id': 83, 'name': 'Apple'}, + {'id': 84, 'name': 'Air Conditioner'}, + {'id': 85, 'name': 'Knife'}, + {'id': 86, 'name': 'Hockey Stick'}, + {'id': 87, 'name': 'Paddle'}, + {'id': 88, 'name': 'Pickup Truck'}, + {'id': 89, 'name': 'Fork'}, + {'id': 90, 'name': 'Traffic Sign'}, + {'id': 91, 'name': 'Ballon'}, + {'id': 92, 'name': 'Tripod'}, + {'id': 93, 'name': 'Dog'}, + {'id': 94, 'name': 'Spoon'}, + {'id': 95, 'name': 'Clock'}, + {'id': 96, 'name': 'Pot'}, + {'id': 97, 'name': 'Cow'}, + {'id': 98, 'name': 'Cake'}, + {'id': 99, 'name': 'Dining Table'}, + {'id': 100, 'name': 'Sheep'}, + {'id': 101, 'name': 'Hanger'}, + {'id': 102, 'name': 'Blackboard/Whiteboard'}, + {'id': 103, 'name': 'Napkin'}, + {'id': 104, 'name': 'Other Fish'}, + {'id': 105, 'name': 'Orange/Tangerine'}, + {'id': 106, 'name': 'Toiletry'}, + {'id': 107, 'name': 'Keyboard'}, + {'id': 108, 'name': 'Tomato'}, + {'id': 109, 'name': 'Lantern'}, + {'id': 110, 'name': 'Machinery Vehicle'}, + {'id': 111, 'name': 'Fan'}, + {'id': 112, 'name': 'Green Vegetables'}, + {'id': 113, 'name': 'Banana'}, + {'id': 114, 'name': 'Baseball Glove'}, + {'id': 115, 'name': 'Airplane'}, + {'id': 116, 'name': 'Mouse'}, + {'id': 117, 'name': 'Train'}, + {'id': 118, 'name': 'Pumpkin'}, + {'id': 119, 'name': 'Soccer'}, + {'id': 120, 'name': 'Skiboard'}, + {'id': 121, 'name': 'Luggage'}, + {'id': 122, 'name': 'Nightstand'}, + {'id': 123, 'name': 'Teapot'}, + {'id': 124, 'name': 'Telephone'}, + {'id': 125, 'name': 'Trolley'}, + {'id': 126, 'name': 'Head Phone'}, + {'id': 127, 'name': 'Sports Car'}, + {'id': 128, 'name': 'Stop Sign'}, + {'id': 129, 'name': 'Dessert'}, + {'id': 130, 'name': 'Scooter'}, + {'id': 131, 'name': 'Stroller'}, + {'id': 132, 'name': 'Crane'}, + {'id': 133, 'name': 'Remote'}, + {'id': 134, 'name': 'Refrigerator'}, + {'id': 135, 'name': 'Oven'}, + {'id': 136, 'name': 'Lemon'}, + {'id': 137, 'name': 'Duck'}, + {'id': 138, 'name': 'Baseball Bat'}, + {'id': 139, 'name': 'Surveillance Camera'}, + {'id': 140, 'name': 'Cat'}, + {'id': 141, 'name': 'Jug'}, + {'id': 142, 'name': 'Broccoli'}, + {'id': 143, 'name': 'Piano'}, + {'id': 144, 'name': 'Pizza'}, + {'id': 145, 'name': 'Elephant'}, + {'id': 146, 'name': 'Skateboard'}, + {'id': 147, 'name': 'Surfboard'}, + {'id': 148, 'name': 'Gun'}, + {'id': 149, 'name': 'Skating and Skiing shoes'}, + {'id': 150, 'name': 'Gas stove'}, + {'id': 151, 'name': 'Donut'}, + {'id': 152, 'name': 'Bow Tie'}, + {'id': 153, 'name': 'Carrot'}, + {'id': 154, 'name': 'Toilet'}, + {'id': 155, 'name': 'Kite'}, + {'id': 156, 'name': 'Strawberry'}, + {'id': 157, 'name': 'Other Balls'}, + {'id': 158, 'name': 'Shovel'}, + {'id': 159, 'name': 'Pepper'}, + {'id': 160, 'name': 'Computer Box'}, + {'id': 161, 'name': 'Toilet Paper'}, + {'id': 162, 'name': 'Cleaning Products'}, + {'id': 163, 'name': 'Chopsticks'}, + {'id': 164, 'name': 'Microwave'}, + {'id': 165, 'name': 'Pigeon'}, + {'id': 166, 'name': 'Baseball'}, + {'id': 167, 'name': 'Cutting/chopping Board'}, + {'id': 168, 'name': 'Coffee Table'}, + {'id': 169, 'name': 'Side Table'}, + {'id': 170, 'name': 'Scissors'}, + {'id': 171, 'name': 'Marker'}, + {'id': 172, 'name': 'Pie'}, + {'id': 173, 'name': 'Ladder'}, + {'id': 174, 'name': 'Snowboard'}, + {'id': 175, 'name': 'Cookies'}, + {'id': 176, 'name': 'Radiator'}, + {'id': 177, 'name': 'Fire Hydrant'}, + {'id': 178, 'name': 'Basketball'}, + {'id': 179, 'name': 'Zebra'}, + {'id': 180, 'name': 'Grape'}, + {'id': 181, 'name': 'Giraffe'}, + {'id': 182, 'name': 'Potato'}, + {'id': 183, 'name': 'Sausage'}, + {'id': 184, 'name': 'Tricycle'}, + {'id': 185, 'name': 'Violin'}, + {'id': 186, 'name': 'Egg'}, + {'id': 187, 'name': 'Fire Extinguisher'}, + {'id': 188, 'name': 'Candy'}, + {'id': 189, 'name': 'Fire Truck'}, + {'id': 190, 'name': 'Billards'}, + {'id': 191, 'name': 'Converter'}, + {'id': 192, 'name': 'Bathtub'}, + {'id': 193, 'name': 'Wheelchair'}, + {'id': 194, 'name': 'Golf Club'}, + {'id': 195, 'name': 'Briefcase'}, + {'id': 196, 'name': 'Cucumber'}, + {'id': 197, 'name': 'Cigar/Cigarette '}, + {'id': 198, 'name': 'Paint Brush'}, + {'id': 199, 'name': 'Pear'}, + {'id': 200, 'name': 'Heavy Truck'}, + {'id': 201, 'name': 'Hamburger'}, + {'id': 202, 'name': 'Extractor'}, + {'id': 203, 'name': 'Extension Cord'}, + {'id': 204, 'name': 'Tong'}, + {'id': 205, 'name': 'Tennis Racket'}, + {'id': 206, 'name': 'Folder'}, + {'id': 207, 'name': 'American Football'}, + {'id': 208, 'name': 'earphone'}, + {'id': 209, 'name': 'Mask'}, + {'id': 210, 'name': 'Kettle'}, + {'id': 211, 'name': 'Tennis'}, + {'id': 212, 'name': 'Ship'}, + {'id': 213, 'name': 'Swing'}, + {'id': 214, 'name': 'Coffee Machine'}, + {'id': 215, 'name': 'Slide'}, + {'id': 216, 'name': 'Carriage'}, + {'id': 217, 'name': 'Onion'}, + {'id': 218, 'name': 'Green beans'}, + {'id': 219, 'name': 'Projector'}, + {'id': 220, 'name': 'Frisbee'}, + {'id': 221, 'name': 'Washing Machine/Drying Machine'}, + {'id': 222, 'name': 'Chicken'}, + {'id': 223, 'name': 'Printer'}, + {'id': 224, 'name': 'Watermelon'}, + {'id': 225, 'name': 'Saxophone'}, + {'id': 226, 'name': 'Tissue'}, + {'id': 227, 'name': 'Toothbrush'}, + {'id': 228, 'name': 'Ice cream'}, + {'id': 229, 'name': 'Hot air balloon'}, + {'id': 230, 'name': 'Cello'}, + {'id': 231, 'name': 'French Fries'}, + {'id': 232, 'name': 'Scale'}, + {'id': 233, 'name': 'Trophy'}, + {'id': 234, 'name': 'Cabbage'}, + {'id': 235, 'name': 'Hot dog'}, + {'id': 236, 'name': 'Blender'}, + {'id': 237, 'name': 'Peach'}, + {'id': 238, 'name': 'Rice'}, + {'id': 239, 'name': 'Wallet/Purse'}, + {'id': 240, 'name': 'Volleyball'}, + {'id': 241, 'name': 'Deer'}, + {'id': 242, 'name': 'Goose'}, + {'id': 243, 'name': 'Tape'}, + {'id': 244, 'name': 'Tablet'}, + {'id': 245, 'name': 'Cosmetics'}, + {'id': 246, 'name': 'Trumpet'}, + {'id': 247, 'name': 'Pineapple'}, + {'id': 248, 'name': 'Golf Ball'}, + {'id': 249, 'name': 'Ambulance'}, + {'id': 250, 'name': 'Parking meter'}, + {'id': 251, 'name': 'Mango'}, + {'id': 252, 'name': 'Key'}, + {'id': 253, 'name': 'Hurdle'}, + {'id': 254, 'name': 'Fishing Rod'}, + {'id': 255, 'name': 'Medal'}, + {'id': 256, 'name': 'Flute'}, + {'id': 257, 'name': 'Brush'}, + {'id': 258, 'name': 'Penguin'}, + {'id': 259, 'name': 'Megaphone'}, + {'id': 260, 'name': 'Corn'}, + {'id': 261, 'name': 'Lettuce'}, + {'id': 262, 'name': 'Garlic'}, + {'id': 263, 'name': 'Swan'}, + {'id': 264, 'name': 'Helicopter'}, + {'id': 265, 'name': 'Green Onion'}, + {'id': 266, 'name': 'Sandwich'}, + {'id': 267, 'name': 'Nuts'}, + {'id': 268, 'name': 'Speed Limit Sign'}, + {'id': 269, 'name': 'Induction Cooker'}, + {'id': 270, 'name': 'Broom'}, + {'id': 271, 'name': 'Trombone'}, + {'id': 272, 'name': 'Plum'}, + {'id': 273, 'name': 'Rickshaw'}, + {'id': 274, 'name': 'Goldfish'}, + {'id': 275, 'name': 'Kiwi fruit'}, + {'id': 276, 'name': 'Router/modem'}, + {'id': 277, 'name': 'Poker Card'}, + {'id': 278, 'name': 'Toaster'}, + {'id': 279, 'name': 'Shrimp'}, + {'id': 280, 'name': 'Sushi'}, + {'id': 281, 'name': 'Cheese'}, + {'id': 282, 'name': 'Notepaper'}, + {'id': 283, 'name': 'Cherry'}, + {'id': 284, 'name': 'Pliers'}, + {'id': 285, 'name': 'CD'}, + {'id': 286, 'name': 'Pasta'}, + {'id': 287, 'name': 'Hammer'}, + {'id': 288, 'name': 'Cue'}, + {'id': 289, 'name': 'Avocado'}, + {'id': 290, 'name': 'Hami melon'}, + {'id': 291, 'name': 'Flask'}, + {'id': 292, 'name': 'Mushroom'}, + {'id': 293, 'name': 'Screwdriver'}, + {'id': 294, 'name': 'Soap'}, + {'id': 295, 'name': 'Recorder'}, + {'id': 296, 'name': 'Bear'}, + {'id': 297, 'name': 'Eggplant'}, + {'id': 298, 'name': 'Board Eraser'}, + {'id': 299, 'name': 'Coconut'}, + {'id': 300, 'name': 'Tape Measure/ Ruler'}, + {'id': 301, 'name': 'Pig'}, + {'id': 302, 'name': 'Showerhead'}, + {'id': 303, 'name': 'Globe'}, + {'id': 304, 'name': 'Chips'}, + {'id': 305, 'name': 'Steak'}, + {'id': 306, 'name': 'Crosswalk Sign'}, + {'id': 307, 'name': 'Stapler'}, + {'id': 308, 'name': 'Camel'}, + {'id': 309, 'name': 'Formula 1 '}, + {'id': 310, 'name': 'Pomegranate'}, + {'id': 311, 'name': 'Dishwasher'}, + {'id': 312, 'name': 'Crab'}, + {'id': 313, 'name': 'Hoverboard'}, + {'id': 314, 'name': 'Meatball'}, + {'id': 315, 'name': 'Rice Cooker'}, + {'id': 316, 'name': 'Tuba'}, + {'id': 317, 'name': 'Calculator'}, + {'id': 318, 'name': 'Papaya'}, + {'id': 319, 'name': 'Antelope'}, + {'id': 320, 'name': 'Parrot'}, + {'id': 321, 'name': 'Seal'}, + {'id': 322, 'name': 'Butterfly'}, + {'id': 323, 'name': 'Dumbbell'}, + {'id': 324, 'name': 'Donkey'}, + {'id': 325, 'name': 'Lion'}, + {'id': 326, 'name': 'Urinal'}, + {'id': 327, 'name': 'Dolphin'}, + {'id': 328, 'name': 'Electric Drill'}, + {'id': 329, 'name': 'Hair Dryer'}, + {'id': 330, 'name': 'Egg tart'}, + {'id': 331, 'name': 'Jellyfish'}, + {'id': 332, 'name': 'Treadmill'}, + {'id': 333, 'name': 'Lighter'}, + {'id': 334, 'name': 'Grapefruit'}, + {'id': 335, 'name': 'Game board'}, + {'id': 336, 'name': 'Mop'}, + {'id': 337, 'name': 'Radish'}, + {'id': 338, 'name': 'Baozi'}, + {'id': 339, 'name': 'Target'}, + {'id': 340, 'name': 'French'}, + {'id': 341, 'name': 'Spring Rolls'}, + {'id': 342, 'name': 'Monkey'}, + {'id': 343, 'name': 'Rabbit'}, + {'id': 344, 'name': 'Pencil Case'}, + {'id': 345, 'name': 'Yak'}, + {'id': 346, 'name': 'Red Cabbage'}, + {'id': 347, 'name': 'Binoculars'}, + {'id': 348, 'name': 'Asparagus'}, + {'id': 349, 'name': 'Barbell'}, + {'id': 350, 'name': 'Scallop'}, + {'id': 351, 'name': 'Noddles'}, + {'id': 352, 'name': 'Comb'}, + {'id': 353, 'name': 'Dumpling'}, + {'id': 354, 'name': 'Oyster'}, + {'id': 355, 'name': 'Table Tennis paddle'}, + {'id': 356, 'name': 'Cosmetics Brush/Eyeliner Pencil'}, + {'id': 357, 'name': 'Chainsaw'}, + {'id': 358, 'name': 'Eraser'}, + {'id': 359, 'name': 'Lobster'}, + {'id': 360, 'name': 'Durian'}, + {'id': 361, 'name': 'Okra'}, + {'id': 362, 'name': 'Lipstick'}, + {'id': 363, 'name': 'Cosmetics Mirror'}, + {'id': 364, 'name': 'Curling'}, + {'id': 365, 'name': 'Table Tennis '}, +] + + +def _get_builtin_metadata(): + id_to_name = {x['id']: x['name'] for x in categories_v2_fix} + thing_dataset_id_to_contiguous_id = { + x['id']: i for i, x in enumerate( + sorted(categories_v2_fix, key=lambda x: x['id']))} + thing_classes = [id_to_name[k] for k in sorted(id_to_name)] + return { + "thing_dataset_id_to_contiguous_id": thing_dataset_id_to_contiguous_id, + "thing_classes": thing_classes} + + +_PREDEFINED_SPLITS_OBJECTS365 = { + "objects365_v2_train": ("objects365/train", "objects365/annotations/zhiyuan_objv2_train_fixname_fixmiss.json"), + # 80,000 images, 1,240,587 annotations + "objects365_v2_val": ("objects365/val", "objects365/annotations/zhiyuan_objv2_val_fixname.json"), + "objects365_v2_val_rare": ("objects365/val", "objects365/annotations/zhiyuan_objv2_val_fixname_rare.json"), +} + +for key, (image_root, json_file) in _PREDEFINED_SPLITS_OBJECTS365.items(): + register_coco_instances( + key, + _get_builtin_metadata(), + os.path.join("datasets", json_file) if "://" not in json_file else json_file, + os.path.join("datasets", image_root), + ) \ No newline at end of file diff --git a/detic/data/datasets/oid.py b/detic/data/datasets/oid.py new file mode 100644 index 0000000000000000000000000000000000000000..90d7f8613e4f12e942ec8967db9f17c0ec0d41f4 --- /dev/null +++ b/detic/data/datasets/oid.py @@ -0,0 +1,535 @@ +# Part of the code is from https://github.com/xingyizhou/UniDet/blob/master/projects/UniDet/unidet/data/datasets/oid.py +# Copyright (c) Facebook, Inc. and its affiliates. +from .register_oid import register_oid_instances +import os + +categories = [ + {'id': 1, 'name': 'Infant bed', 'freebase_id': '/m/061hd_'}, + {'id': 2, 'name': 'Rose', 'freebase_id': '/m/06m11'}, + {'id': 3, 'name': 'Flag', 'freebase_id': '/m/03120'}, + {'id': 4, 'name': 'Flashlight', 'freebase_id': '/m/01kb5b'}, + {'id': 5, 'name': 'Sea turtle', 'freebase_id': '/m/0120dh'}, + {'id': 6, 'name': 'Camera', 'freebase_id': '/m/0dv5r'}, + {'id': 7, 'name': 'Animal', 'freebase_id': '/m/0jbk'}, + {'id': 8, 'name': 'Glove', 'freebase_id': '/m/0174n1'}, + {'id': 9, 'name': 'Crocodile', 'freebase_id': '/m/09f_2'}, + {'id': 10, 'name': 'Cattle', 'freebase_id': '/m/01xq0k1'}, + {'id': 11, 'name': 'House', 'freebase_id': '/m/03jm5'}, + {'id': 12, 'name': 'Guacamole', 'freebase_id': '/m/02g30s'}, + {'id': 13, 'name': 'Penguin', 'freebase_id': '/m/05z6w'}, + {'id': 14, 'name': 'Vehicle registration plate', 'freebase_id': '/m/01jfm_'}, + {'id': 15, 'name': 'Bench', 'freebase_id': '/m/076lb9'}, + {'id': 16, 'name': 'Ladybug', 'freebase_id': '/m/0gj37'}, + {'id': 17, 'name': 'Human nose', 'freebase_id': '/m/0k0pj'}, + {'id': 18, 'name': 'Watermelon', 'freebase_id': '/m/0kpqd'}, + {'id': 19, 'name': 'Flute', 'freebase_id': '/m/0l14j_'}, + {'id': 20, 'name': 'Butterfly', 'freebase_id': '/m/0cyf8'}, + {'id': 21, 'name': 'Washing machine', 'freebase_id': '/m/0174k2'}, + {'id': 22, 'name': 'Raccoon', 'freebase_id': '/m/0dq75'}, + {'id': 23, 'name': 'Segway', 'freebase_id': '/m/076bq'}, + {'id': 24, 'name': 'Taco', 'freebase_id': '/m/07crc'}, + {'id': 25, 'name': 'Jellyfish', 'freebase_id': '/m/0d8zb'}, + {'id': 26, 'name': 'Cake', 'freebase_id': '/m/0fszt'}, + {'id': 27, 'name': 'Pen', 'freebase_id': '/m/0k1tl'}, + {'id': 28, 'name': 'Cannon', 'freebase_id': '/m/020kz'}, + {'id': 29, 'name': 'Bread', 'freebase_id': '/m/09728'}, + {'id': 30, 'name': 'Tree', 'freebase_id': '/m/07j7r'}, + {'id': 31, 'name': 'Shellfish', 'freebase_id': '/m/0fbdv'}, + {'id': 32, 'name': 'Bed', 'freebase_id': '/m/03ssj5'}, + {'id': 33, 'name': 'Hamster', 'freebase_id': '/m/03qrc'}, + {'id': 34, 'name': 'Hat', 'freebase_id': '/m/02dl1y'}, + {'id': 35, 'name': 'Toaster', 'freebase_id': '/m/01k6s3'}, + {'id': 36, 'name': 'Sombrero', 'freebase_id': '/m/02jfl0'}, + {'id': 37, 'name': 'Tiara', 'freebase_id': '/m/01krhy'}, + {'id': 38, 'name': 'Bowl', 'freebase_id': '/m/04kkgm'}, + {'id': 39, 'name': 'Dragonfly', 'freebase_id': '/m/0ft9s'}, + {'id': 40, 'name': 'Moths and butterflies', 'freebase_id': '/m/0d_2m'}, + {'id': 41, 'name': 'Antelope', 'freebase_id': '/m/0czz2'}, + {'id': 42, 'name': 'Vegetable', 'freebase_id': '/m/0f4s2w'}, + {'id': 43, 'name': 'Torch', 'freebase_id': '/m/07dd4'}, + {'id': 44, 'name': 'Building', 'freebase_id': '/m/0cgh4'}, + {'id': 45, 'name': 'Power plugs and sockets', 'freebase_id': '/m/03bbps'}, + {'id': 46, 'name': 'Blender', 'freebase_id': '/m/02pjr4'}, + {'id': 47, 'name': 'Billiard table', 'freebase_id': '/m/04p0qw'}, + {'id': 48, 'name': 'Cutting board', 'freebase_id': '/m/02pdsw'}, + {'id': 49, 'name': 'Bronze sculpture', 'freebase_id': '/m/01yx86'}, + {'id': 50, 'name': 'Turtle', 'freebase_id': '/m/09dzg'}, + {'id': 51, 'name': 'Broccoli', 'freebase_id': '/m/0hkxq'}, + {'id': 52, 'name': 'Tiger', 'freebase_id': '/m/07dm6'}, + {'id': 53, 'name': 'Mirror', 'freebase_id': '/m/054_l'}, + {'id': 54, 'name': 'Bear', 'freebase_id': '/m/01dws'}, + {'id': 55, 'name': 'Zucchini', 'freebase_id': '/m/027pcv'}, + {'id': 56, 'name': 'Dress', 'freebase_id': '/m/01d40f'}, + {'id': 57, 'name': 'Volleyball', 'freebase_id': '/m/02rgn06'}, + {'id': 58, 'name': 'Guitar', 'freebase_id': '/m/0342h'}, + {'id': 59, 'name': 'Reptile', 'freebase_id': '/m/06bt6'}, + {'id': 60, 'name': 'Golf cart', 'freebase_id': '/m/0323sq'}, + {'id': 61, 'name': 'Tart', 'freebase_id': '/m/02zvsm'}, + {'id': 62, 'name': 'Fedora', 'freebase_id': '/m/02fq_6'}, + {'id': 63, 'name': 'Carnivore', 'freebase_id': '/m/01lrl'}, + {'id': 64, 'name': 'Car', 'freebase_id': '/m/0k4j'}, + {'id': 65, 'name': 'Lighthouse', 'freebase_id': '/m/04h7h'}, + {'id': 66, 'name': 'Coffeemaker', 'freebase_id': '/m/07xyvk'}, + {'id': 67, 'name': 'Food processor', 'freebase_id': '/m/03y6mg'}, + {'id': 68, 'name': 'Truck', 'freebase_id': '/m/07r04'}, + {'id': 69, 'name': 'Bookcase', 'freebase_id': '/m/03__z0'}, + {'id': 70, 'name': 'Surfboard', 'freebase_id': '/m/019w40'}, + {'id': 71, 'name': 'Footwear', 'freebase_id': '/m/09j5n'}, + {'id': 72, 'name': 'Bench', 'freebase_id': '/m/0cvnqh'}, + {'id': 73, 'name': 'Necklace', 'freebase_id': '/m/01llwg'}, + {'id': 74, 'name': 'Flower', 'freebase_id': '/m/0c9ph5'}, + {'id': 75, 'name': 'Radish', 'freebase_id': '/m/015x5n'}, + {'id': 76, 'name': 'Marine mammal', 'freebase_id': '/m/0gd2v'}, + {'id': 77, 'name': 'Frying pan', 'freebase_id': '/m/04v6l4'}, + {'id': 78, 'name': 'Tap', 'freebase_id': '/m/02jz0l'}, + {'id': 79, 'name': 'Peach', 'freebase_id': '/m/0dj6p'}, + {'id': 80, 'name': 'Knife', 'freebase_id': '/m/04ctx'}, + {'id': 81, 'name': 'Handbag', 'freebase_id': '/m/080hkjn'}, + {'id': 82, 'name': 'Laptop', 'freebase_id': '/m/01c648'}, + {'id': 83, 'name': 'Tent', 'freebase_id': '/m/01j61q'}, + {'id': 84, 'name': 'Ambulance', 'freebase_id': '/m/012n7d'}, + {'id': 85, 'name': 'Christmas tree', 'freebase_id': '/m/025nd'}, + {'id': 86, 'name': 'Eagle', 'freebase_id': '/m/09csl'}, + {'id': 87, 'name': 'Limousine', 'freebase_id': '/m/01lcw4'}, + {'id': 88, 'name': 'Kitchen & dining room table', 'freebase_id': '/m/0h8n5zk'}, + {'id': 89, 'name': 'Polar bear', 'freebase_id': '/m/0633h'}, + {'id': 90, 'name': 'Tower', 'freebase_id': '/m/01fdzj'}, + {'id': 91, 'name': 'Football', 'freebase_id': '/m/01226z'}, + {'id': 92, 'name': 'Willow', 'freebase_id': '/m/0mw_6'}, + {'id': 93, 'name': 'Human head', 'freebase_id': '/m/04hgtk'}, + {'id': 94, 'name': 'Stop sign', 'freebase_id': '/m/02pv19'}, + {'id': 95, 'name': 'Banana', 'freebase_id': '/m/09qck'}, + {'id': 96, 'name': 'Mixer', 'freebase_id': '/m/063rgb'}, + {'id': 97, 'name': 'Binoculars', 'freebase_id': '/m/0lt4_'}, + {'id': 98, 'name': 'Dessert', 'freebase_id': '/m/0270h'}, + {'id': 99, 'name': 'Bee', 'freebase_id': '/m/01h3n'}, + {'id': 100, 'name': 'Chair', 'freebase_id': '/m/01mzpv'}, + {'id': 101, 'name': 'Wood-burning stove', 'freebase_id': '/m/04169hn'}, + {'id': 102, 'name': 'Flowerpot', 'freebase_id': '/m/0fm3zh'}, + {'id': 103, 'name': 'Beaker', 'freebase_id': '/m/0d20w4'}, + {'id': 104, 'name': 'Oyster', 'freebase_id': '/m/0_cp5'}, + {'id': 105, 'name': 'Woodpecker', 'freebase_id': '/m/01dy8n'}, + {'id': 106, 'name': 'Harp', 'freebase_id': '/m/03m5k'}, + {'id': 107, 'name': 'Bathtub', 'freebase_id': '/m/03dnzn'}, + {'id': 108, 'name': 'Wall clock', 'freebase_id': '/m/0h8mzrc'}, + {'id': 109, 'name': 'Sports uniform', 'freebase_id': '/m/0h8mhzd'}, + {'id': 110, 'name': 'Rhinoceros', 'freebase_id': '/m/03d443'}, + {'id': 111, 'name': 'Beehive', 'freebase_id': '/m/01gllr'}, + {'id': 112, 'name': 'Cupboard', 'freebase_id': '/m/0642b4'}, + {'id': 113, 'name': 'Chicken', 'freebase_id': '/m/09b5t'}, + {'id': 114, 'name': 'Man', 'freebase_id': '/m/04yx4'}, + {'id': 115, 'name': 'Blue jay', 'freebase_id': '/m/01f8m5'}, + {'id': 116, 'name': 'Cucumber', 'freebase_id': '/m/015x4r'}, + {'id': 117, 'name': 'Balloon', 'freebase_id': '/m/01j51'}, + {'id': 118, 'name': 'Kite', 'freebase_id': '/m/02zt3'}, + {'id': 119, 'name': 'Fireplace', 'freebase_id': '/m/03tw93'}, + {'id': 120, 'name': 'Lantern', 'freebase_id': '/m/01jfsr'}, + {'id': 121, 'name': 'Missile', 'freebase_id': '/m/04ylt'}, + {'id': 122, 'name': 'Book', 'freebase_id': '/m/0bt_c3'}, + {'id': 123, 'name': 'Spoon', 'freebase_id': '/m/0cmx8'}, + {'id': 124, 'name': 'Grapefruit', 'freebase_id': '/m/0hqkz'}, + {'id': 125, 'name': 'Squirrel', 'freebase_id': '/m/071qp'}, + {'id': 126, 'name': 'Orange', 'freebase_id': '/m/0cyhj_'}, + {'id': 127, 'name': 'Coat', 'freebase_id': '/m/01xygc'}, + {'id': 128, 'name': 'Punching bag', 'freebase_id': '/m/0420v5'}, + {'id': 129, 'name': 'Zebra', 'freebase_id': '/m/0898b'}, + {'id': 130, 'name': 'Billboard', 'freebase_id': '/m/01knjb'}, + {'id': 131, 'name': 'Bicycle', 'freebase_id': '/m/0199g'}, + {'id': 132, 'name': 'Door handle', 'freebase_id': '/m/03c7gz'}, + {'id': 133, 'name': 'Mechanical fan', 'freebase_id': '/m/02x984l'}, + {'id': 134, 'name': 'Ring binder', 'freebase_id': '/m/04zwwv'}, + {'id': 135, 'name': 'Table', 'freebase_id': '/m/04bcr3'}, + {'id': 136, 'name': 'Parrot', 'freebase_id': '/m/0gv1x'}, + {'id': 137, 'name': 'Sock', 'freebase_id': '/m/01nq26'}, + {'id': 138, 'name': 'Vase', 'freebase_id': '/m/02s195'}, + {'id': 139, 'name': 'Weapon', 'freebase_id': '/m/083kb'}, + {'id': 140, 'name': 'Shotgun', 'freebase_id': '/m/06nrc'}, + {'id': 141, 'name': 'Glasses', 'freebase_id': '/m/0jyfg'}, + {'id': 142, 'name': 'Seahorse', 'freebase_id': '/m/0nybt'}, + {'id': 143, 'name': 'Belt', 'freebase_id': '/m/0176mf'}, + {'id': 144, 'name': 'Watercraft', 'freebase_id': '/m/01rzcn'}, + {'id': 145, 'name': 'Window', 'freebase_id': '/m/0d4v4'}, + {'id': 146, 'name': 'Giraffe', 'freebase_id': '/m/03bk1'}, + {'id': 147, 'name': 'Lion', 'freebase_id': '/m/096mb'}, + {'id': 148, 'name': 'Tire', 'freebase_id': '/m/0h9mv'}, + {'id': 149, 'name': 'Vehicle', 'freebase_id': '/m/07yv9'}, + {'id': 150, 'name': 'Canoe', 'freebase_id': '/m/0ph39'}, + {'id': 151, 'name': 'Tie', 'freebase_id': '/m/01rkbr'}, + {'id': 152, 'name': 'Shelf', 'freebase_id': '/m/0gjbg72'}, + {'id': 153, 'name': 'Picture frame', 'freebase_id': '/m/06z37_'}, + {'id': 154, 'name': 'Printer', 'freebase_id': '/m/01m4t'}, + {'id': 155, 'name': 'Human leg', 'freebase_id': '/m/035r7c'}, + {'id': 156, 'name': 'Boat', 'freebase_id': '/m/019jd'}, + {'id': 157, 'name': 'Slow cooker', 'freebase_id': '/m/02tsc9'}, + {'id': 158, 'name': 'Croissant', 'freebase_id': '/m/015wgc'}, + {'id': 159, 'name': 'Candle', 'freebase_id': '/m/0c06p'}, + {'id': 160, 'name': 'Pancake', 'freebase_id': '/m/01dwwc'}, + {'id': 161, 'name': 'Pillow', 'freebase_id': '/m/034c16'}, + {'id': 162, 'name': 'Coin', 'freebase_id': '/m/0242l'}, + {'id': 163, 'name': 'Stretcher', 'freebase_id': '/m/02lbcq'}, + {'id': 164, 'name': 'Sandal', 'freebase_id': '/m/03nfch'}, + {'id': 165, 'name': 'Woman', 'freebase_id': '/m/03bt1vf'}, + {'id': 166, 'name': 'Stairs', 'freebase_id': '/m/01lynh'}, + {'id': 167, 'name': 'Harpsichord', 'freebase_id': '/m/03q5t'}, + {'id': 168, 'name': 'Stool', 'freebase_id': '/m/0fqt361'}, + {'id': 169, 'name': 'Bus', 'freebase_id': '/m/01bjv'}, + {'id': 170, 'name': 'Suitcase', 'freebase_id': '/m/01s55n'}, + {'id': 171, 'name': 'Human mouth', 'freebase_id': '/m/0283dt1'}, + {'id': 172, 'name': 'Juice', 'freebase_id': '/m/01z1kdw'}, + {'id': 173, 'name': 'Skull', 'freebase_id': '/m/016m2d'}, + {'id': 174, 'name': 'Door', 'freebase_id': '/m/02dgv'}, + {'id': 175, 'name': 'Violin', 'freebase_id': '/m/07y_7'}, + {'id': 176, 'name': 'Chopsticks', 'freebase_id': '/m/01_5g'}, + {'id': 177, 'name': 'Digital clock', 'freebase_id': '/m/06_72j'}, + {'id': 178, 'name': 'Sunflower', 'freebase_id': '/m/0ftb8'}, + {'id': 179, 'name': 'Leopard', 'freebase_id': '/m/0c29q'}, + {'id': 180, 'name': 'Bell pepper', 'freebase_id': '/m/0jg57'}, + {'id': 181, 'name': 'Harbor seal', 'freebase_id': '/m/02l8p9'}, + {'id': 182, 'name': 'Snake', 'freebase_id': '/m/078jl'}, + {'id': 183, 'name': 'Sewing machine', 'freebase_id': '/m/0llzx'}, + {'id': 184, 'name': 'Goose', 'freebase_id': '/m/0dbvp'}, + {'id': 185, 'name': 'Helicopter', 'freebase_id': '/m/09ct_'}, + {'id': 186, 'name': 'Seat belt', 'freebase_id': '/m/0dkzw'}, + {'id': 187, 'name': 'Coffee cup', 'freebase_id': '/m/02p5f1q'}, + {'id': 188, 'name': 'Microwave oven', 'freebase_id': '/m/0fx9l'}, + {'id': 189, 'name': 'Hot dog', 'freebase_id': '/m/01b9xk'}, + {'id': 190, 'name': 'Countertop', 'freebase_id': '/m/0b3fp9'}, + {'id': 191, 'name': 'Serving tray', 'freebase_id': '/m/0h8n27j'}, + {'id': 192, 'name': 'Dog bed', 'freebase_id': '/m/0h8n6f9'}, + {'id': 193, 'name': 'Beer', 'freebase_id': '/m/01599'}, + {'id': 194, 'name': 'Sunglasses', 'freebase_id': '/m/017ftj'}, + {'id': 195, 'name': 'Golf ball', 'freebase_id': '/m/044r5d'}, + {'id': 196, 'name': 'Waffle', 'freebase_id': '/m/01dwsz'}, + {'id': 197, 'name': 'Palm tree', 'freebase_id': '/m/0cdl1'}, + {'id': 198, 'name': 'Trumpet', 'freebase_id': '/m/07gql'}, + {'id': 199, 'name': 'Ruler', 'freebase_id': '/m/0hdln'}, + {'id': 200, 'name': 'Helmet', 'freebase_id': '/m/0zvk5'}, + {'id': 201, 'name': 'Ladder', 'freebase_id': '/m/012w5l'}, + {'id': 202, 'name': 'Office building', 'freebase_id': '/m/021sj1'}, + {'id': 203, 'name': 'Tablet computer', 'freebase_id': '/m/0bh9flk'}, + {'id': 204, 'name': 'Toilet paper', 'freebase_id': '/m/09gtd'}, + {'id': 205, 'name': 'Pomegranate', 'freebase_id': '/m/0jwn_'}, + {'id': 206, 'name': 'Skirt', 'freebase_id': '/m/02wv6h6'}, + {'id': 207, 'name': 'Gas stove', 'freebase_id': '/m/02wv84t'}, + {'id': 208, 'name': 'Cookie', 'freebase_id': '/m/021mn'}, + {'id': 209, 'name': 'Cart', 'freebase_id': '/m/018p4k'}, + {'id': 210, 'name': 'Raven', 'freebase_id': '/m/06j2d'}, + {'id': 211, 'name': 'Egg', 'freebase_id': '/m/033cnk'}, + {'id': 212, 'name': 'Burrito', 'freebase_id': '/m/01j3zr'}, + {'id': 213, 'name': 'Goat', 'freebase_id': '/m/03fwl'}, + {'id': 214, 'name': 'Kitchen knife', 'freebase_id': '/m/058qzx'}, + {'id': 215, 'name': 'Skateboard', 'freebase_id': '/m/06_fw'}, + {'id': 216, 'name': 'Salt and pepper shakers', 'freebase_id': '/m/02x8cch'}, + {'id': 217, 'name': 'Lynx', 'freebase_id': '/m/04g2r'}, + {'id': 218, 'name': 'Boot', 'freebase_id': '/m/01b638'}, + {'id': 219, 'name': 'Platter', 'freebase_id': '/m/099ssp'}, + {'id': 220, 'name': 'Ski', 'freebase_id': '/m/071p9'}, + {'id': 221, 'name': 'Swimwear', 'freebase_id': '/m/01gkx_'}, + {'id': 222, 'name': 'Swimming pool', 'freebase_id': '/m/0b_rs'}, + {'id': 223, 'name': 'Drinking straw', 'freebase_id': '/m/03v5tg'}, + {'id': 224, 'name': 'Wrench', 'freebase_id': '/m/01j5ks'}, + {'id': 225, 'name': 'Drum', 'freebase_id': '/m/026t6'}, + {'id': 226, 'name': 'Ant', 'freebase_id': '/m/0_k2'}, + {'id': 227, 'name': 'Human ear', 'freebase_id': '/m/039xj_'}, + {'id': 228, 'name': 'Headphones', 'freebase_id': '/m/01b7fy'}, + {'id': 229, 'name': 'Fountain', 'freebase_id': '/m/0220r2'}, + {'id': 230, 'name': 'Bird', 'freebase_id': '/m/015p6'}, + {'id': 231, 'name': 'Jeans', 'freebase_id': '/m/0fly7'}, + {'id': 232, 'name': 'Television', 'freebase_id': '/m/07c52'}, + {'id': 233, 'name': 'Crab', 'freebase_id': '/m/0n28_'}, + {'id': 234, 'name': 'Microphone', 'freebase_id': '/m/0hg7b'}, + {'id': 235, 'name': 'Home appliance', 'freebase_id': '/m/019dx1'}, + {'id': 236, 'name': 'Snowplow', 'freebase_id': '/m/04vv5k'}, + {'id': 237, 'name': 'Beetle', 'freebase_id': '/m/020jm'}, + {'id': 238, 'name': 'Artichoke', 'freebase_id': '/m/047v4b'}, + {'id': 239, 'name': 'Jet ski', 'freebase_id': '/m/01xs3r'}, + {'id': 240, 'name': 'Stationary bicycle', 'freebase_id': '/m/03kt2w'}, + {'id': 241, 'name': 'Human hair', 'freebase_id': '/m/03q69'}, + {'id': 242, 'name': 'Brown bear', 'freebase_id': '/m/01dxs'}, + {'id': 243, 'name': 'Starfish', 'freebase_id': '/m/01h8tj'}, + {'id': 244, 'name': 'Fork', 'freebase_id': '/m/0dt3t'}, + {'id': 245, 'name': 'Lobster', 'freebase_id': '/m/0cjq5'}, + {'id': 246, 'name': 'Corded phone', 'freebase_id': '/m/0h8lkj8'}, + {'id': 247, 'name': 'Drink', 'freebase_id': '/m/0271t'}, + {'id': 248, 'name': 'Saucer', 'freebase_id': '/m/03q5c7'}, + {'id': 249, 'name': 'Carrot', 'freebase_id': '/m/0fj52s'}, + {'id': 250, 'name': 'Insect', 'freebase_id': '/m/03vt0'}, + {'id': 251, 'name': 'Clock', 'freebase_id': '/m/01x3z'}, + {'id': 252, 'name': 'Castle', 'freebase_id': '/m/0d5gx'}, + {'id': 253, 'name': 'Tennis racket', 'freebase_id': '/m/0h8my_4'}, + {'id': 254, 'name': 'Ceiling fan', 'freebase_id': '/m/03ldnb'}, + {'id': 255, 'name': 'Asparagus', 'freebase_id': '/m/0cjs7'}, + {'id': 256, 'name': 'Jaguar', 'freebase_id': '/m/0449p'}, + {'id': 257, 'name': 'Musical instrument', 'freebase_id': '/m/04szw'}, + {'id': 258, 'name': 'Train', 'freebase_id': '/m/07jdr'}, + {'id': 259, 'name': 'Cat', 'freebase_id': '/m/01yrx'}, + {'id': 260, 'name': 'Rifle', 'freebase_id': '/m/06c54'}, + {'id': 261, 'name': 'Dumbbell', 'freebase_id': '/m/04h8sr'}, + {'id': 262, 'name': 'Mobile phone', 'freebase_id': '/m/050k8'}, + {'id': 263, 'name': 'Taxi', 'freebase_id': '/m/0pg52'}, + {'id': 264, 'name': 'Shower', 'freebase_id': '/m/02f9f_'}, + {'id': 265, 'name': 'Pitcher', 'freebase_id': '/m/054fyh'}, + {'id': 266, 'name': 'Lemon', 'freebase_id': '/m/09k_b'}, + {'id': 267, 'name': 'Invertebrate', 'freebase_id': '/m/03xxp'}, + {'id': 268, 'name': 'Turkey', 'freebase_id': '/m/0jly1'}, + {'id': 269, 'name': 'High heels', 'freebase_id': '/m/06k2mb'}, + {'id': 270, 'name': 'Bust', 'freebase_id': '/m/04yqq2'}, + {'id': 271, 'name': 'Elephant', 'freebase_id': '/m/0bwd_0j'}, + {'id': 272, 'name': 'Scarf', 'freebase_id': '/m/02h19r'}, + {'id': 273, 'name': 'Barrel', 'freebase_id': '/m/02zn6n'}, + {'id': 274, 'name': 'Trombone', 'freebase_id': '/m/07c6l'}, + {'id': 275, 'name': 'Pumpkin', 'freebase_id': '/m/05zsy'}, + {'id': 276, 'name': 'Box', 'freebase_id': '/m/025dyy'}, + {'id': 277, 'name': 'Tomato', 'freebase_id': '/m/07j87'}, + {'id': 278, 'name': 'Frog', 'freebase_id': '/m/09ld4'}, + {'id': 279, 'name': 'Bidet', 'freebase_id': '/m/01vbnl'}, + {'id': 280, 'name': 'Human face', 'freebase_id': '/m/0dzct'}, + {'id': 281, 'name': 'Houseplant', 'freebase_id': '/m/03fp41'}, + {'id': 282, 'name': 'Van', 'freebase_id': '/m/0h2r6'}, + {'id': 283, 'name': 'Shark', 'freebase_id': '/m/0by6g'}, + {'id': 284, 'name': 'Ice cream', 'freebase_id': '/m/0cxn2'}, + {'id': 285, 'name': 'Swim cap', 'freebase_id': '/m/04tn4x'}, + {'id': 286, 'name': 'Falcon', 'freebase_id': '/m/0f6wt'}, + {'id': 287, 'name': 'Ostrich', 'freebase_id': '/m/05n4y'}, + {'id': 288, 'name': 'Handgun', 'freebase_id': '/m/0gxl3'}, + {'id': 289, 'name': 'Whiteboard', 'freebase_id': '/m/02d9qx'}, + {'id': 290, 'name': 'Lizard', 'freebase_id': '/m/04m9y'}, + {'id': 291, 'name': 'Pasta', 'freebase_id': '/m/05z55'}, + {'id': 292, 'name': 'Snowmobile', 'freebase_id': '/m/01x3jk'}, + {'id': 293, 'name': 'Light bulb', 'freebase_id': '/m/0h8l4fh'}, + {'id': 294, 'name': 'Window blind', 'freebase_id': '/m/031b6r'}, + {'id': 295, 'name': 'Muffin', 'freebase_id': '/m/01tcjp'}, + {'id': 296, 'name': 'Pretzel', 'freebase_id': '/m/01f91_'}, + {'id': 297, 'name': 'Computer monitor', 'freebase_id': '/m/02522'}, + {'id': 298, 'name': 'Horn', 'freebase_id': '/m/0319l'}, + {'id': 299, 'name': 'Furniture', 'freebase_id': '/m/0c_jw'}, + {'id': 300, 'name': 'Sandwich', 'freebase_id': '/m/0l515'}, + {'id': 301, 'name': 'Fox', 'freebase_id': '/m/0306r'}, + {'id': 302, 'name': 'Convenience store', 'freebase_id': '/m/0crjs'}, + {'id': 303, 'name': 'Fish', 'freebase_id': '/m/0ch_cf'}, + {'id': 304, 'name': 'Fruit', 'freebase_id': '/m/02xwb'}, + {'id': 305, 'name': 'Earrings', 'freebase_id': '/m/01r546'}, + {'id': 306, 'name': 'Curtain', 'freebase_id': '/m/03rszm'}, + {'id': 307, 'name': 'Grape', 'freebase_id': '/m/0388q'}, + {'id': 308, 'name': 'Sofa bed', 'freebase_id': '/m/03m3pdh'}, + {'id': 309, 'name': 'Horse', 'freebase_id': '/m/03k3r'}, + {'id': 310, 'name': 'Luggage and bags', 'freebase_id': '/m/0hf58v5'}, + {'id': 311, 'name': 'Desk', 'freebase_id': '/m/01y9k5'}, + {'id': 312, 'name': 'Crutch', 'freebase_id': '/m/05441v'}, + {'id': 313, 'name': 'Bicycle helmet', 'freebase_id': '/m/03p3bw'}, + {'id': 314, 'name': 'Tick', 'freebase_id': '/m/0175cv'}, + {'id': 315, 'name': 'Airplane', 'freebase_id': '/m/0cmf2'}, + {'id': 316, 'name': 'Canary', 'freebase_id': '/m/0ccs93'}, + {'id': 317, 'name': 'Spatula', 'freebase_id': '/m/02d1br'}, + {'id': 318, 'name': 'Watch', 'freebase_id': '/m/0gjkl'}, + {'id': 319, 'name': 'Lily', 'freebase_id': '/m/0jqgx'}, + {'id': 320, 'name': 'Kitchen appliance', 'freebase_id': '/m/0h99cwc'}, + {'id': 321, 'name': 'Filing cabinet', 'freebase_id': '/m/047j0r'}, + {'id': 322, 'name': 'Aircraft', 'freebase_id': '/m/0k5j'}, + {'id': 323, 'name': 'Cake stand', 'freebase_id': '/m/0h8n6ft'}, + {'id': 324, 'name': 'Candy', 'freebase_id': '/m/0gm28'}, + {'id': 325, 'name': 'Sink', 'freebase_id': '/m/0130jx'}, + {'id': 326, 'name': 'Mouse', 'freebase_id': '/m/04rmv'}, + {'id': 327, 'name': 'Wine', 'freebase_id': '/m/081qc'}, + {'id': 328, 'name': 'Wheelchair', 'freebase_id': '/m/0qmmr'}, + {'id': 329, 'name': 'Goldfish', 'freebase_id': '/m/03fj2'}, + {'id': 330, 'name': 'Refrigerator', 'freebase_id': '/m/040b_t'}, + {'id': 331, 'name': 'French fries', 'freebase_id': '/m/02y6n'}, + {'id': 332, 'name': 'Drawer', 'freebase_id': '/m/0fqfqc'}, + {'id': 333, 'name': 'Treadmill', 'freebase_id': '/m/030610'}, + {'id': 334, 'name': 'Picnic basket', 'freebase_id': '/m/07kng9'}, + {'id': 335, 'name': 'Dice', 'freebase_id': '/m/029b3'}, + {'id': 336, 'name': 'Cabbage', 'freebase_id': '/m/0fbw6'}, + {'id': 337, 'name': 'Football helmet', 'freebase_id': '/m/07qxg_'}, + {'id': 338, 'name': 'Pig', 'freebase_id': '/m/068zj'}, + {'id': 339, 'name': 'Person', 'freebase_id': '/m/01g317'}, + {'id': 340, 'name': 'Shorts', 'freebase_id': '/m/01bfm9'}, + {'id': 341, 'name': 'Gondola', 'freebase_id': '/m/02068x'}, + {'id': 342, 'name': 'Honeycomb', 'freebase_id': '/m/0fz0h'}, + {'id': 343, 'name': 'Doughnut', 'freebase_id': '/m/0jy4k'}, + {'id': 344, 'name': 'Chest of drawers', 'freebase_id': '/m/05kyg_'}, + {'id': 345, 'name': 'Land vehicle', 'freebase_id': '/m/01prls'}, + {'id': 346, 'name': 'Bat', 'freebase_id': '/m/01h44'}, + {'id': 347, 'name': 'Monkey', 'freebase_id': '/m/08pbxl'}, + {'id': 348, 'name': 'Dagger', 'freebase_id': '/m/02gzp'}, + {'id': 349, 'name': 'Tableware', 'freebase_id': '/m/04brg2'}, + {'id': 350, 'name': 'Human foot', 'freebase_id': '/m/031n1'}, + {'id': 351, 'name': 'Mug', 'freebase_id': '/m/02jvh9'}, + {'id': 352, 'name': 'Alarm clock', 'freebase_id': '/m/046dlr'}, + {'id': 353, 'name': 'Pressure cooker', 'freebase_id': '/m/0h8ntjv'}, + {'id': 354, 'name': 'Human hand', 'freebase_id': '/m/0k65p'}, + {'id': 355, 'name': 'Tortoise', 'freebase_id': '/m/011k07'}, + {'id': 356, 'name': 'Baseball glove', 'freebase_id': '/m/03grzl'}, + {'id': 357, 'name': 'Sword', 'freebase_id': '/m/06y5r'}, + {'id': 358, 'name': 'Pear', 'freebase_id': '/m/061_f'}, + {'id': 359, 'name': 'Miniskirt', 'freebase_id': '/m/01cmb2'}, + {'id': 360, 'name': 'Traffic sign', 'freebase_id': '/m/01mqdt'}, + {'id': 361, 'name': 'Girl', 'freebase_id': '/m/05r655'}, + {'id': 362, 'name': 'Roller skates', 'freebase_id': '/m/02p3w7d'}, + {'id': 363, 'name': 'Dinosaur', 'freebase_id': '/m/029tx'}, + {'id': 364, 'name': 'Porch', 'freebase_id': '/m/04m6gz'}, + {'id': 365, 'name': 'Human beard', 'freebase_id': '/m/015h_t'}, + {'id': 366, 'name': 'Submarine sandwich', 'freebase_id': '/m/06pcq'}, + {'id': 367, 'name': 'Screwdriver', 'freebase_id': '/m/01bms0'}, + {'id': 368, 'name': 'Strawberry', 'freebase_id': '/m/07fbm7'}, + {'id': 369, 'name': 'Wine glass', 'freebase_id': '/m/09tvcd'}, + {'id': 370, 'name': 'Seafood', 'freebase_id': '/m/06nwz'}, + {'id': 371, 'name': 'Racket', 'freebase_id': '/m/0dv9c'}, + {'id': 372, 'name': 'Wheel', 'freebase_id': '/m/083wq'}, + {'id': 373, 'name': 'Sea lion', 'freebase_id': '/m/0gd36'}, + {'id': 374, 'name': 'Toy', 'freebase_id': '/m/0138tl'}, + {'id': 375, 'name': 'Tea', 'freebase_id': '/m/07clx'}, + {'id': 376, 'name': 'Tennis ball', 'freebase_id': '/m/05ctyq'}, + {'id': 377, 'name': 'Waste container', 'freebase_id': '/m/0bjyj5'}, + {'id': 378, 'name': 'Mule', 'freebase_id': '/m/0dbzx'}, + {'id': 379, 'name': 'Cricket ball', 'freebase_id': '/m/02ctlc'}, + {'id': 380, 'name': 'Pineapple', 'freebase_id': '/m/0fp6w'}, + {'id': 381, 'name': 'Coconut', 'freebase_id': '/m/0djtd'}, + {'id': 382, 'name': 'Doll', 'freebase_id': '/m/0167gd'}, + {'id': 383, 'name': 'Coffee table', 'freebase_id': '/m/078n6m'}, + {'id': 384, 'name': 'Snowman', 'freebase_id': '/m/0152hh'}, + {'id': 385, 'name': 'Lavender', 'freebase_id': '/m/04gth'}, + {'id': 386, 'name': 'Shrimp', 'freebase_id': '/m/0ll1f78'}, + {'id': 387, 'name': 'Maple', 'freebase_id': '/m/0cffdh'}, + {'id': 388, 'name': 'Cowboy hat', 'freebase_id': '/m/025rp__'}, + {'id': 389, 'name': 'Goggles', 'freebase_id': '/m/02_n6y'}, + {'id': 390, 'name': 'Rugby ball', 'freebase_id': '/m/0wdt60w'}, + {'id': 391, 'name': 'Caterpillar', 'freebase_id': '/m/0cydv'}, + {'id': 392, 'name': 'Poster', 'freebase_id': '/m/01n5jq'}, + {'id': 393, 'name': 'Rocket', 'freebase_id': '/m/09rvcxw'}, + {'id': 394, 'name': 'Organ', 'freebase_id': '/m/013y1f'}, + {'id': 395, 'name': 'Saxophone', 'freebase_id': '/m/06ncr'}, + {'id': 396, 'name': 'Traffic light', 'freebase_id': '/m/015qff'}, + {'id': 397, 'name': 'Cocktail', 'freebase_id': '/m/024g6'}, + {'id': 398, 'name': 'Plastic bag', 'freebase_id': '/m/05gqfk'}, + {'id': 399, 'name': 'Squash', 'freebase_id': '/m/0dv77'}, + {'id': 400, 'name': 'Mushroom', 'freebase_id': '/m/052sf'}, + {'id': 401, 'name': 'Hamburger', 'freebase_id': '/m/0cdn1'}, + {'id': 402, 'name': 'Light switch', 'freebase_id': '/m/03jbxj'}, + {'id': 403, 'name': 'Parachute', 'freebase_id': '/m/0cyfs'}, + {'id': 404, 'name': 'Teddy bear', 'freebase_id': '/m/0kmg4'}, + {'id': 405, 'name': 'Winter melon', 'freebase_id': '/m/02cvgx'}, + {'id': 406, 'name': 'Deer', 'freebase_id': '/m/09kx5'}, + {'id': 407, 'name': 'Musical keyboard', 'freebase_id': '/m/057cc'}, + {'id': 408, 'name': 'Plumbing fixture', 'freebase_id': '/m/02pkr5'}, + {'id': 409, 'name': 'Scoreboard', 'freebase_id': '/m/057p5t'}, + {'id': 410, 'name': 'Baseball bat', 'freebase_id': '/m/03g8mr'}, + {'id': 411, 'name': 'Envelope', 'freebase_id': '/m/0frqm'}, + {'id': 412, 'name': 'Adhesive tape', 'freebase_id': '/m/03m3vtv'}, + {'id': 413, 'name': 'Briefcase', 'freebase_id': '/m/0584n8'}, + {'id': 414, 'name': 'Paddle', 'freebase_id': '/m/014y4n'}, + {'id': 415, 'name': 'Bow and arrow', 'freebase_id': '/m/01g3x7'}, + {'id': 416, 'name': 'Telephone', 'freebase_id': '/m/07cx4'}, + {'id': 417, 'name': 'Sheep', 'freebase_id': '/m/07bgp'}, + {'id': 418, 'name': 'Jacket', 'freebase_id': '/m/032b3c'}, + {'id': 419, 'name': 'Boy', 'freebase_id': '/m/01bl7v'}, + {'id': 420, 'name': 'Pizza', 'freebase_id': '/m/0663v'}, + {'id': 421, 'name': 'Otter', 'freebase_id': '/m/0cn6p'}, + {'id': 422, 'name': 'Office supplies', 'freebase_id': '/m/02rdsp'}, + {'id': 423, 'name': 'Couch', 'freebase_id': '/m/02crq1'}, + {'id': 424, 'name': 'Cello', 'freebase_id': '/m/01xqw'}, + {'id': 425, 'name': 'Bull', 'freebase_id': '/m/0cnyhnx'}, + {'id': 426, 'name': 'Camel', 'freebase_id': '/m/01x_v'}, + {'id': 427, 'name': 'Ball', 'freebase_id': '/m/018xm'}, + {'id': 428, 'name': 'Duck', 'freebase_id': '/m/09ddx'}, + {'id': 429, 'name': 'Whale', 'freebase_id': '/m/084zz'}, + {'id': 430, 'name': 'Shirt', 'freebase_id': '/m/01n4qj'}, + {'id': 431, 'name': 'Tank', 'freebase_id': '/m/07cmd'}, + {'id': 432, 'name': 'Motorcycle', 'freebase_id': '/m/04_sv'}, + {'id': 433, 'name': 'Accordion', 'freebase_id': '/m/0mkg'}, + {'id': 434, 'name': 'Owl', 'freebase_id': '/m/09d5_'}, + {'id': 435, 'name': 'Porcupine', 'freebase_id': '/m/0c568'}, + {'id': 436, 'name': 'Sun hat', 'freebase_id': '/m/02wbtzl'}, + {'id': 437, 'name': 'Nail', 'freebase_id': '/m/05bm6'}, + {'id': 438, 'name': 'Scissors', 'freebase_id': '/m/01lsmm'}, + {'id': 439, 'name': 'Swan', 'freebase_id': '/m/0dftk'}, + {'id': 440, 'name': 'Lamp', 'freebase_id': '/m/0dtln'}, + {'id': 441, 'name': 'Crown', 'freebase_id': '/m/0nl46'}, + {'id': 442, 'name': 'Piano', 'freebase_id': '/m/05r5c'}, + {'id': 443, 'name': 'Sculpture', 'freebase_id': '/m/06msq'}, + {'id': 444, 'name': 'Cheetah', 'freebase_id': '/m/0cd4d'}, + {'id': 445, 'name': 'Oboe', 'freebase_id': '/m/05kms'}, + {'id': 446, 'name': 'Tin can', 'freebase_id': '/m/02jnhm'}, + {'id': 447, 'name': 'Mango', 'freebase_id': '/m/0fldg'}, + {'id': 448, 'name': 'Tripod', 'freebase_id': '/m/073bxn'}, + {'id': 449, 'name': 'Oven', 'freebase_id': '/m/029bxz'}, + {'id': 450, 'name': 'Mouse', 'freebase_id': '/m/020lf'}, + {'id': 451, 'name': 'Barge', 'freebase_id': '/m/01btn'}, + {'id': 452, 'name': 'Coffee', 'freebase_id': '/m/02vqfm'}, + {'id': 453, 'name': 'Snowboard', 'freebase_id': '/m/06__v'}, + {'id': 454, 'name': 'Common fig', 'freebase_id': '/m/043nyj'}, + {'id': 455, 'name': 'Salad', 'freebase_id': '/m/0grw1'}, + {'id': 456, 'name': 'Marine invertebrates', 'freebase_id': '/m/03hl4l9'}, + {'id': 457, 'name': 'Umbrella', 'freebase_id': '/m/0hnnb'}, + {'id': 458, 'name': 'Kangaroo', 'freebase_id': '/m/04c0y'}, + {'id': 459, 'name': 'Human arm', 'freebase_id': '/m/0dzf4'}, + {'id': 460, 'name': 'Measuring cup', 'freebase_id': '/m/07v9_z'}, + {'id': 461, 'name': 'Snail', 'freebase_id': '/m/0f9_l'}, + {'id': 462, 'name': 'Loveseat', 'freebase_id': '/m/0703r8'}, + {'id': 463, 'name': 'Suit', 'freebase_id': '/m/01xyhv'}, + {'id': 464, 'name': 'Teapot', 'freebase_id': '/m/01fh4r'}, + {'id': 465, 'name': 'Bottle', 'freebase_id': '/m/04dr76w'}, + {'id': 466, 'name': 'Alpaca', 'freebase_id': '/m/0pcr'}, + {'id': 467, 'name': 'Kettle', 'freebase_id': '/m/03s_tn'}, + {'id': 468, 'name': 'Trousers', 'freebase_id': '/m/07mhn'}, + {'id': 469, 'name': 'Popcorn', 'freebase_id': '/m/01hrv5'}, + {'id': 470, 'name': 'Centipede', 'freebase_id': '/m/019h78'}, + {'id': 471, 'name': 'Spider', 'freebase_id': '/m/09kmb'}, + {'id': 472, 'name': 'Sparrow', 'freebase_id': '/m/0h23m'}, + {'id': 473, 'name': 'Plate', 'freebase_id': '/m/050gv4'}, + {'id': 474, 'name': 'Bagel', 'freebase_id': '/m/01fb_0'}, + {'id': 475, 'name': 'Personal care', 'freebase_id': '/m/02w3_ws'}, + {'id': 476, 'name': 'Apple', 'freebase_id': '/m/014j1m'}, + {'id': 477, 'name': 'Brassiere', 'freebase_id': '/m/01gmv2'}, + {'id': 478, 'name': 'Bathroom cabinet', 'freebase_id': '/m/04y4h8h'}, + {'id': 479, 'name': 'studio couch', 'freebase_id': '/m/026qbn5'}, + {'id': 480, 'name': 'Computer keyboard', 'freebase_id': '/m/01m2v'}, + {'id': 481, 'name': 'Table tennis racket', 'freebase_id': '/m/05_5p_0'}, + {'id': 482, 'name': 'Sushi', 'freebase_id': '/m/07030'}, + {'id': 483, 'name': 'Cabinetry', 'freebase_id': '/m/01s105'}, + {'id': 484, 'name': 'Street light', 'freebase_id': '/m/033rq4'}, + {'id': 485, 'name': 'Towel', 'freebase_id': '/m/0162_1'}, + {'id': 486, 'name': 'Nightstand', 'freebase_id': '/m/02z51p'}, + {'id': 487, 'name': 'Rabbit', 'freebase_id': '/m/06mf6'}, + {'id': 488, 'name': 'Dolphin', 'freebase_id': '/m/02hj4'}, + {'id': 489, 'name': 'Dog', 'freebase_id': '/m/0bt9lr'}, + {'id': 490, 'name': 'Jug', 'freebase_id': '/m/08hvt4'}, + {'id': 491, 'name': 'Wok', 'freebase_id': '/m/084rd'}, + {'id': 492, 'name': 'Fire hydrant', 'freebase_id': '/m/01pns0'}, + {'id': 493, 'name': 'Human eye', 'freebase_id': '/m/014sv8'}, + {'id': 494, 'name': 'Skyscraper', 'freebase_id': '/m/079cl'}, + {'id': 495, 'name': 'Backpack', 'freebase_id': '/m/01940j'}, + {'id': 496, 'name': 'Potato', 'freebase_id': '/m/05vtc'}, + {'id': 497, 'name': 'Paper towel', 'freebase_id': '/m/02w3r3'}, + {'id': 498, 'name': 'Lifejacket', 'freebase_id': '/m/054xkw'}, + {'id': 499, 'name': 'Bicycle wheel', 'freebase_id': '/m/01bqk0'}, + {'id': 500, 'name': 'Toilet', 'freebase_id': '/m/09g1w'}, +] + + +def _get_builtin_metadata(cats): + id_to_name = {x['id']: x['name'] for x in cats} + thing_dataset_id_to_contiguous_id = {i + 1: i for i in range(len(cats))} + thing_classes = [x['name'] for x in sorted(cats, key=lambda x: x['id'])] + return { + "thing_dataset_id_to_contiguous_id": thing_dataset_id_to_contiguous_id, + "thing_classes": thing_classes} + +_PREDEFINED_SPLITS_OID = { + # cat threshold: 500, 1500: r 170, c 151, f 179 + "oid_train": ("oid/images/", "oid/annotations/oid_challenge_2019_train_bbox.json"), + # "expanded" duplicates annotations to their father classes based on the official + # hierarchy. This is used in the official evaulation protocol. + # https://storage.googleapis.com/openimages/web/evaluation.html + "oid_val_expanded": ("oid/images/validation/", "oid/annotations/oid_challenge_2019_val_expanded.json"), + "oid_val_expanded_rare": ("oid/images/validation/", "oid/annotations/oid_challenge_2019_val_expanded_rare.json"), +} + + +for key, (image_root, json_file) in _PREDEFINED_SPLITS_OID.items(): + register_oid_instances( + key, + _get_builtin_metadata(categories), + os.path.join("datasets", json_file) if "://" not in json_file else json_file, + os.path.join("datasets", image_root), + ) \ No newline at end of file diff --git a/detic/data/datasets/register_oid.py b/detic/data/datasets/register_oid.py new file mode 100644 index 0000000000000000000000000000000000000000..bd281f53f07074740b453838ba32f42f81a28383 --- /dev/null +++ b/detic/data/datasets/register_oid.py @@ -0,0 +1,122 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# Modified by Xingyi Zhou from https://github.com/facebookresearch/detectron2/blob/master/detectron2/data/datasets/coco.py +import copy +import io +import logging +import contextlib +import os +import datetime +import json +import numpy as np + +from PIL import Image + +from fvcore.common.timer import Timer +from fvcore.common.file_io import PathManager, file_lock +from detectron2.structures import BoxMode, PolygonMasks, Boxes +from detectron2.data import DatasetCatalog, MetadataCatalog + +logger = logging.getLogger(__name__) + +""" +This file contains functions to register a COCO-format dataset to the DatasetCatalog. +""" + +__all__ = ["register_coco_instances", "register_coco_panoptic_separated"] + + + +def register_oid_instances(name, metadata, json_file, image_root): + """ + """ + # 1. register a function which returns dicts + DatasetCatalog.register(name, lambda: load_coco_json_mem_efficient( + json_file, image_root, name)) + + # 2. Optionally, add metadata about this dataset, + # since they might be useful in evaluation, visualization or logging + MetadataCatalog.get(name).set( + json_file=json_file, image_root=image_root, evaluator_type="oid", **metadata + ) + + +def load_coco_json_mem_efficient(json_file, image_root, dataset_name=None, extra_annotation_keys=None): + """ + Actually not mem efficient + """ + from pycocotools.coco import COCO + + timer = Timer() + json_file = PathManager.get_local_path(json_file) + with contextlib.redirect_stdout(io.StringIO()): + coco_api = COCO(json_file) + if timer.seconds() > 1: + logger.info("Loading {} takes {:.2f} seconds.".format(json_file, timer.seconds())) + + id_map = None + if dataset_name is not None: + meta = MetadataCatalog.get(dataset_name) + cat_ids = sorted(coco_api.getCatIds()) + cats = coco_api.loadCats(cat_ids) + # The categories in a custom json file may not be sorted. + thing_classes = [c["name"] for c in sorted(cats, key=lambda x: x["id"])] + meta.thing_classes = thing_classes + + if not (min(cat_ids) == 1 and max(cat_ids) == len(cat_ids)): + if "coco" not in dataset_name: + logger.warning( + """ + Category ids in annotations are not in [1, #categories]! We'll apply a mapping for you. + """ + ) + id_map = {v: i for i, v in enumerate(cat_ids)} + meta.thing_dataset_id_to_contiguous_id = id_map + + # sort indices for reproducible results + img_ids = sorted(coco_api.imgs.keys()) + imgs = coco_api.loadImgs(img_ids) + logger.info("Loaded {} images in COCO format from {}".format(len(imgs), json_file)) + + dataset_dicts = [] + + ann_keys = ["iscrowd", "bbox", "category_id"] + (extra_annotation_keys or []) + + for img_dict in imgs: + record = {} + record["file_name"] = os.path.join(image_root, img_dict["file_name"]) + record["height"] = img_dict["height"] + record["width"] = img_dict["width"] + image_id = record["image_id"] = img_dict["id"] + anno_dict_list = coco_api.imgToAnns[image_id] + if 'neg_category_ids' in img_dict: + record['neg_category_ids'] = \ + [id_map[x] for x in img_dict['neg_category_ids']] + + objs = [] + for anno in anno_dict_list: + assert anno["image_id"] == image_id + + assert anno.get("ignore", 0) == 0 + + obj = {key: anno[key] for key in ann_keys if key in anno} + + segm = anno.get("segmentation", None) + if segm: # either list[list[float]] or dict(RLE) + if not isinstance(segm, dict): + # filter out invalid polygons (< 3 points) + segm = [poly for poly in segm if len(poly) % 2 == 0 and len(poly) >= 6] + if len(segm) == 0: + num_instances_without_valid_segmentation += 1 + continue # ignore this instance + obj["segmentation"] = segm + + obj["bbox_mode"] = BoxMode.XYWH_ABS + + if id_map: + obj["category_id"] = id_map[obj["category_id"]] + objs.append(obj) + record["annotations"] = objs + dataset_dicts.append(record) + + del coco_api + return dataset_dicts \ No newline at end of file diff --git a/detic/data/tar_dataset.py b/detic/data/tar_dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..0605ba3a96ab80a1212fdb1a3860337d7e7b20cc --- /dev/null +++ b/detic/data/tar_dataset.py @@ -0,0 +1,138 @@ +#!/usr/bin/env python3 +# Copyright (c) Facebook, Inc. and its affiliates. +import os +import gzip +import numpy as np +import io +from PIL import Image +from torch.utils.data import Dataset + +try: + from PIL import UnidentifiedImageError + + unidentified_error_available = True +except ImportError: + # UnidentifiedImageError isn't available in older versions of PIL + unidentified_error_available = False + +class DiskTarDataset(Dataset): + def __init__(self, + tarfile_path='dataset/imagenet/ImageNet-21k/metadata/tar_files.npy', + tar_index_dir='dataset/imagenet/ImageNet-21k/metadata/tarindex_npy', + preload=False, + num_synsets="all"): + """ + - preload (bool): Recommend to set preload to False when using + - num_synsets (integer or string "all"): set to small number for debugging + will load subset of dataset + """ + tar_files = np.load(tarfile_path) + + chunk_datasets = [] + dataset_lens = [] + if isinstance(num_synsets, int): + assert num_synsets < len(tar_files) + tar_files = tar_files[:num_synsets] + for tar_file in tar_files: + dataset = _TarDataset(tar_file, tar_index_dir, preload=preload) + chunk_datasets.append(dataset) + dataset_lens.append(len(dataset)) + + self.chunk_datasets = chunk_datasets + self.dataset_lens = np.array(dataset_lens).astype(np.int32) + self.dataset_cumsums = np.cumsum(self.dataset_lens) + self.num_samples = sum(self.dataset_lens) + labels = np.zeros(self.dataset_lens.sum(), dtype=np.int64) + sI = 0 + for k in range(len(self.dataset_lens)): + assert (sI+self.dataset_lens[k]) <= len(labels), f"{k} {sI+self.dataset_lens[k]} vs. {len(labels)}" + labels[sI:(sI+self.dataset_lens[k])] = k + sI += self.dataset_lens[k] + self.labels = labels + + def __len__(self): + return self.num_samples + + def __getitem__(self, index): + assert index >= 0 and index < len(self) + # find the dataset file we need to go to + d_index = np.searchsorted(self.dataset_cumsums, index) + + # edge case, if index is at edge of chunks, move right + if index in self.dataset_cumsums: + d_index += 1 + + assert d_index == self.labels[index], f"{d_index} vs. {self.labels[index]} mismatch for {index}" + + # change index to local dataset index + if d_index == 0: + local_index = index + else: + local_index = index - self.dataset_cumsums[d_index - 1] + data_bytes = self.chunk_datasets[d_index][local_index] + exception_to_catch = UnidentifiedImageError if unidentified_error_available else Exception + try: + image = Image.open(data_bytes).convert("RGB") + except exception_to_catch: + image = Image.fromarray(np.ones((224,224,3), dtype=np.uint8)*128) + d_index = -1 + + # label is the dataset (synset) we indexed into + return image, d_index, index + + def __repr__(self): + st = f"DiskTarDataset(subdatasets={len(self.dataset_lens)},samples={self.num_samples})" + return st + +class _TarDataset(object): + + def __init__(self, filename, npy_index_dir, preload=False): + # translated from + # fbcode/experimental/deeplearning/matthijs/comp_descs/tardataset.lua + self.filename = filename + self.names = [] + self.offsets = [] + self.npy_index_dir = npy_index_dir + names, offsets = self.load_index() + + self.num_samples = len(names) + if preload: + self.data = np.memmap(filename, mode='r', dtype='uint8') + self.offsets = offsets + else: + self.data = None + + + def __len__(self): + return self.num_samples + + def load_index(self): + basename = os.path.basename(self.filename) + basename = os.path.splitext(basename)[0] + names = np.load(os.path.join(self.npy_index_dir, f"{basename}_names.npy")) + offsets = np.load(os.path.join(self.npy_index_dir, f"{basename}_offsets.npy")) + return names, offsets + + def __getitem__(self, idx): + if self.data is None: + self.data = np.memmap(self.filename, mode='r', dtype='uint8') + _, self.offsets = self.load_index() + + ofs = self.offsets[idx] * 512 + fsize = 512 * (self.offsets[idx + 1] - self.offsets[idx]) + data = self.data[ofs:ofs + fsize] + + if data[:13].tostring() == '././@LongLink': + data = data[3 * 512:] + else: + data = data[512:] + + # just to make it more fun a few JPEGs are GZIP compressed... + # catch this case + if tuple(data[:2]) == (0x1f, 0x8b): + s = io.BytesIO(data.tostring()) + g = gzip.GzipFile(None, 'r', 0, s) + sdata = g.read() + else: + sdata = data.tostring() + return io.BytesIO(sdata) \ No newline at end of file diff --git a/detic/data/transforms/custom_augmentation_impl.py b/detic/data/transforms/custom_augmentation_impl.py new file mode 100644 index 0000000000000000000000000000000000000000..47bef39566ed741287ceb55fb98ec9b03ee30b63 --- /dev/null +++ b/detic/data/transforms/custom_augmentation_impl.py @@ -0,0 +1,60 @@ +# -*- coding: utf-8 -*- +# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved +# Part of the code is from https://github.com/rwightman/efficientdet-pytorch/blob/master/effdet/data/transforms.py +# Modified by Xingyi Zhou +# The original code is under Apache-2.0 License +import numpy as np +import sys +from fvcore.transforms.transform import ( + BlendTransform, + CropTransform, + HFlipTransform, + NoOpTransform, + Transform, + VFlipTransform, +) +from PIL import Image + +from detectron2.data.transforms.augmentation import Augmentation +from .custom_transform import EfficientDetResizeCropTransform + +__all__ = [ + "EfficientDetResizeCrop", +] + +class EfficientDetResizeCrop(Augmentation): + """ + Scale the shorter edge to the given size, with a limit of `max_size` on the longer edge. + If `max_size` is reached, then downscale so that the longer edge does not exceed max_size. + """ + + def __init__( + self, size, scale, interp=Image.BILINEAR + ): + """ + """ + super().__init__() + self.target_size = (size, size) + self.scale = scale + self.interp = interp + + def get_transform(self, img): + # Select a random scale factor. + scale_factor = np.random.uniform(*self.scale) + scaled_target_height = scale_factor * self.target_size[0] + scaled_target_width = scale_factor * self.target_size[1] + # Recompute the accurate scale_factor using rounded scaled image size. + width, height = img.shape[1], img.shape[0] + img_scale_y = scaled_target_height / height + img_scale_x = scaled_target_width / width + img_scale = min(img_scale_y, img_scale_x) + + # Select non-zero random offset (x, y) if scaled image is larger than target size + scaled_h = int(height * img_scale) + scaled_w = int(width * img_scale) + offset_y = scaled_h - self.target_size[0] + offset_x = scaled_w - self.target_size[1] + offset_y = int(max(0.0, float(offset_y)) * np.random.uniform(0, 1)) + offset_x = int(max(0.0, float(offset_x)) * np.random.uniform(0, 1)) + return EfficientDetResizeCropTransform( + scaled_h, scaled_w, offset_y, offset_x, img_scale, self.target_size, self.interp) diff --git a/detic/data/transforms/custom_transform.py b/detic/data/transforms/custom_transform.py new file mode 100644 index 0000000000000000000000000000000000000000..3cc28b6b313dc084394ec5c9686169176987a44b --- /dev/null +++ b/detic/data/transforms/custom_transform.py @@ -0,0 +1,114 @@ +# -*- coding: utf-8 -*- +# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved +# Part of the code is from https://github.com/rwightman/efficientdet-pytorch/blob/master/effdet/data/transforms.py +# Modified by Xingyi Zhou +# The original code is under Apache-2.0 License +import numpy as np +import torch +import torch.nn.functional as F +from fvcore.transforms.transform import ( + CropTransform, + HFlipTransform, + NoOpTransform, + Transform, + TransformList, +) +from PIL import Image + +try: + import cv2 # noqa +except ImportError: + # OpenCV is an optional dependency at the moment + pass + +__all__ = [ + "EfficientDetResizeCropTransform", +] + +class EfficientDetResizeCropTransform(Transform): + """ + """ + + def __init__(self, scaled_h, scaled_w, offset_y, offset_x, img_scale, \ + target_size, interp=None): + """ + Args: + h, w (int): original image size + new_h, new_w (int): new image size + interp: PIL interpolation methods, defaults to bilinear. + """ + # TODO decide on PIL vs opencv + super().__init__() + if interp is None: + interp = Image.BILINEAR + self._set_attributes(locals()) + + def apply_image(self, img, interp=None): + assert len(img.shape) <= 4 + + if img.dtype == np.uint8: + pil_image = Image.fromarray(img) + interp_method = interp if interp is not None else self.interp + pil_image = pil_image.resize((self.scaled_w, self.scaled_h), interp_method) + ret = np.asarray(pil_image) + right = min(self.scaled_w, self.offset_x + self.target_size[1]) + lower = min(self.scaled_h, self.offset_y + self.target_size[0]) + if len(ret.shape) <= 3: + ret = ret[self.offset_y: lower, self.offset_x: right] + else: + ret = ret[..., self.offset_y: lower, self.offset_x: right, :] + else: + # PIL only supports uint8 + img = torch.from_numpy(img) + shape = list(img.shape) + shape_4d = shape[:2] + [1] * (4 - len(shape)) + shape[2:] + img = img.view(shape_4d).permute(2, 3, 0, 1) # hw(c) -> nchw + _PIL_RESIZE_TO_INTERPOLATE_MODE = {Image.BILINEAR: "bilinear", Image.BICUBIC: "bicubic"} + mode = _PIL_RESIZE_TO_INTERPOLATE_MODE[self.interp] + img = F.interpolate(img, (self.scaled_h, self.scaled_w), mode=mode, align_corners=False) + shape[:2] = (self.scaled_h, self.scaled_w) + ret = img.permute(2, 3, 0, 1).view(shape).numpy() # nchw -> hw(c) + right = min(self.scaled_w, self.offset_x + self.target_size[1]) + lower = min(self.scaled_h, self.offset_y + self.target_size[0]) + if len(ret.shape) <= 3: + ret = ret[self.offset_y: lower, self.offset_x: right] + else: + ret = ret[..., self.offset_y: lower, self.offset_x: right, :] + return ret + + + def apply_coords(self, coords): + coords[:, 0] = coords[:, 0] * self.img_scale + coords[:, 1] = coords[:, 1] * self.img_scale + coords[:, 0] -= self.offset_x + coords[:, 1] -= self.offset_y + return coords + + + def apply_segmentation(self, segmentation): + segmentation = self.apply_image(segmentation, interp=Image.NEAREST) + return segmentation + + + def inverse(self): + raise NotImplementedError + + + def inverse_apply_coords(self, coords): + coords[:, 0] += self.offset_x + coords[:, 1] += self.offset_y + coords[:, 0] = coords[:, 0] / self.img_scale + coords[:, 1] = coords[:, 1] / self.img_scale + return coords + + + def inverse_apply_box(self, box: np.ndarray) -> np.ndarray: + """ + """ + idxs = np.array([(0, 1), (2, 1), (0, 3), (2, 3)]).flatten() + coords = np.asarray(box).reshape(-1, 4)[:, idxs].reshape(-1, 2) + coords = self.inverse_apply_coords(coords).reshape((-1, 4, 2)) + minxy = coords.min(axis=1) + maxxy = coords.max(axis=1) + trans_boxes = np.concatenate((minxy, maxxy), axis=1) + return trans_boxes \ No newline at end of file diff --git a/detic/evaluation/custom_coco_eval.py b/detic/evaluation/custom_coco_eval.py new file mode 100644 index 0000000000000000000000000000000000000000..2ea1d5e5703a9922028178fbe87b2518a9f66683 --- /dev/null +++ b/detic/evaluation/custom_coco_eval.py @@ -0,0 +1,124 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import contextlib +import copy +import io +import itertools +import json +import logging +import numpy as np +import os +import pickle +from collections import OrderedDict +import pycocotools.mask as mask_util +import torch +from pycocotools.coco import COCO +from pycocotools.cocoeval import COCOeval +from tabulate import tabulate + +import detectron2.utils.comm as comm +from detectron2.config import CfgNode +from detectron2.data import MetadataCatalog +from detectron2.data.datasets.coco import convert_to_coco_json +from detectron2.evaluation.coco_evaluation import COCOEvaluator +from detectron2.structures import Boxes, BoxMode, pairwise_iou +from detectron2.utils.file_io import PathManager +from detectron2.utils.logger import create_small_table +from ..data.datasets.coco_zeroshot import categories_seen, categories_unseen + +class CustomCOCOEvaluator(COCOEvaluator): + def _derive_coco_results(self, coco_eval, iou_type, class_names=None): + """ + Additionally plot mAP for 'seen classes' and 'unseen classes' + """ + + metrics = { + "bbox": ["AP", "AP50", "AP75", "APs", "APm", "APl"], + "segm": ["AP", "AP50", "AP75", "APs", "APm", "APl"], + "keypoints": ["AP", "AP50", "AP75", "APm", "APl"], + }[iou_type] + + if coco_eval is None: + self._logger.warn("No predictions from the model!") + return {metric: float("nan") for metric in metrics} + + # the standard metrics + results = { + metric: float(coco_eval.stats[idx] * 100 if coco_eval.stats[idx] >= 0 else "nan") + for idx, metric in enumerate(metrics) + } + self._logger.info( + "Evaluation results for {}: \n".format(iou_type) + create_small_table(results) + ) + if not np.isfinite(sum(results.values())): + self._logger.info("Some metrics cannot be computed and is shown as NaN.") + + if class_names is None or len(class_names) <= 1: + return results + # Compute per-category AP + # from https://github.com/facebookresearch/Detectron/blob/a6a835f5b8208c45d0dce217ce9bbda915f44df7/detectron/datasets/json_dataset_evaluator.py#L222-L252 # noqa + precisions = coco_eval.eval["precision"] + # precision has dims (iou, recall, cls, area range, max dets) + assert len(class_names) == precisions.shape[2] + + seen_names = set([x['name'] for x in categories_seen]) + unseen_names = set([x['name'] for x in categories_unseen]) + results_per_category = [] + results_per_category50 = [] + results_per_category50_seen = [] + results_per_category50_unseen = [] + for idx, name in enumerate(class_names): + # area range index 0: all area ranges + # max dets index -1: typically 100 per image + precision = precisions[:, :, idx, 0, -1] + precision = precision[precision > -1] + ap = np.mean(precision) if precision.size else float("nan") + results_per_category.append(("{}".format(name), float(ap * 100))) + precision50 = precisions[0, :, idx, 0, -1] + precision50 = precision50[precision50 > -1] + ap50 = np.mean(precision50) if precision50.size else float("nan") + results_per_category50.append(("{}".format(name), float(ap50 * 100))) + if name in seen_names: + results_per_category50_seen.append(float(ap50 * 100)) + if name in unseen_names: + results_per_category50_unseen.append(float(ap50 * 100)) + + # tabulate it + N_COLS = min(6, len(results_per_category) * 2) + results_flatten = list(itertools.chain(*results_per_category)) + results_2d = itertools.zip_longest(*[results_flatten[i::N_COLS] for i in range(N_COLS)]) + table = tabulate( + results_2d, + tablefmt="pipe", + floatfmt=".3f", + headers=["category", "AP"] * (N_COLS // 2), + numalign="left", + ) + self._logger.info("Per-category {} AP: \n".format(iou_type) + table) + + + N_COLS = min(6, len(results_per_category50) * 2) + results_flatten = list(itertools.chain(*results_per_category50)) + results_2d = itertools.zip_longest(*[results_flatten[i::N_COLS] for i in range(N_COLS)]) + table = tabulate( + results_2d, + tablefmt="pipe", + floatfmt=".3f", + headers=["category", "AP50"] * (N_COLS // 2), + numalign="left", + ) + self._logger.info("Per-category {} AP50: \n".format(iou_type) + table) + self._logger.info( + "Seen {} AP50: {}".format( + iou_type, + sum(results_per_category50_seen) / len(results_per_category50_seen), + )) + self._logger.info( + "Unseen {} AP50: {}".format( + iou_type, + sum(results_per_category50_unseen) / len(results_per_category50_unseen), + )) + + results.update({"AP-" + name: ap for name, ap in results_per_category}) + results["AP50-seen"] = sum(results_per_category50_seen) / len(results_per_category50_seen) + results["AP50-unseen"] = sum(results_per_category50_unseen) / len(results_per_category50_unseen) + return results \ No newline at end of file diff --git a/detic/evaluation/oideval.py b/detic/evaluation/oideval.py new file mode 100644 index 0000000000000000000000000000000000000000..e60125aec21f1f32f054cac51cdfb85368c53895 --- /dev/null +++ b/detic/evaluation/oideval.py @@ -0,0 +1,699 @@ +# Part of the code is from https://github.com/tensorflow/models/blob/master/research/object_detection/metrics/oid_challenge_evaluation.py +# Copyright 2018 The TensorFlow Authors. All Rights Reserved. +# The original code is under Apache License, Version 2.0 (the "License"); +# Part of the code is from https://github.com/lvis-dataset/lvis-api/blob/master/lvis/eval.py +# Copyright (c) 2019, Agrim Gupta and Ross Girshick +# Modified by Xingyi Zhou +# This script re-implement OpenImages evaluation in detectron2 +# The code is from https://github.com/xingyizhou/UniDet/blob/master/projects/UniDet/unidet/evaluation/oideval.py +# The original code is under Apache-2.0 License +# Copyright (c) Facebook, Inc. and its affiliates. +import os +import datetime +import logging +import itertools +from collections import OrderedDict +from collections import defaultdict +import copy +import json +import numpy as np +import torch +from tabulate import tabulate + +from lvis.lvis import LVIS +from lvis.results import LVISResults + +import pycocotools.mask as mask_utils + +from fvcore.common.file_io import PathManager +import detectron2.utils.comm as comm +from detectron2.data import MetadataCatalog +from detectron2.evaluation.coco_evaluation import instances_to_coco_json +from detectron2.utils.logger import create_small_table +from detectron2.evaluation import DatasetEvaluator + +def compute_average_precision(precision, recall): + """Compute Average Precision according to the definition in VOCdevkit. + Precision is modified to ensure that it does not decrease as recall + decrease. + Args: + precision: A float [N, 1] numpy array of precisions + recall: A float [N, 1] numpy array of recalls + Raises: + ValueError: if the input is not of the correct format + Returns: + average_precison: The area under the precision recall curve. NaN if + precision and recall are None. + """ + if precision is None: + if recall is not None: + raise ValueError("If precision is None, recall must also be None") + return np.NAN + + if not isinstance(precision, np.ndarray) or not isinstance( + recall, np.ndarray): + raise ValueError("precision and recall must be numpy array") + if precision.dtype != np.float or recall.dtype != np.float: + raise ValueError("input must be float numpy array.") + if len(precision) != len(recall): + raise ValueError("precision and recall must be of the same size.") + if not precision.size: + return 0.0 + if np.amin(precision) < 0 or np.amax(precision) > 1: + raise ValueError("Precision must be in the range of [0, 1].") + if np.amin(recall) < 0 or np.amax(recall) > 1: + raise ValueError("recall must be in the range of [0, 1].") + if not all(recall[i] <= recall[i + 1] for i in range(len(recall) - 1)): + raise ValueError("recall must be a non-decreasing array") + + recall = np.concatenate([[0], recall, [1]]) + precision = np.concatenate([[0], precision, [0]]) + + for i in range(len(precision) - 2, -1, -1): + precision[i] = np.maximum(precision[i], precision[i + 1]) + indices = np.where(recall[1:] != recall[:-1])[0] + 1 + average_precision = np.sum( + (recall[indices] - recall[indices - 1]) * precision[indices]) + return average_precision + +class OIDEval: + def __init__( + self, lvis_gt, lvis_dt, iou_type="bbox", expand_pred_label=False, + oid_hierarchy_path='./datasets/oid/annotations/challenge-2019-label500-hierarchy.json'): + """Constructor for OIDEval. + Args: + lvis_gt (LVIS class instance, or str containing path of annotation file) + lvis_dt (LVISResult class instance, or str containing path of result file, + or list of dict) + iou_type (str): segm or bbox evaluation + """ + self.logger = logging.getLogger(__name__) + + if iou_type not in ["bbox", "segm"]: + raise ValueError("iou_type: {} is not supported.".format(iou_type)) + + if isinstance(lvis_gt, LVIS): + self.lvis_gt = lvis_gt + elif isinstance(lvis_gt, str): + self.lvis_gt = LVIS(lvis_gt) + else: + raise TypeError("Unsupported type {} of lvis_gt.".format(lvis_gt)) + + if isinstance(lvis_dt, LVISResults): + self.lvis_dt = lvis_dt + elif isinstance(lvis_dt, (str, list)): + # self.lvis_dt = LVISResults(self.lvis_gt, lvis_dt, max_dets=-1) + self.lvis_dt = LVISResults(self.lvis_gt, lvis_dt) + else: + raise TypeError("Unsupported type {} of lvis_dt.".format(lvis_dt)) + + if expand_pred_label: + oid_hierarchy = json.load(open(oid_hierarchy_path, 'r')) + cat_info = self.lvis_gt.dataset['categories'] + freebase2id = {x['freebase_id']: x['id'] for x in cat_info} + id2freebase = {x['id']: x['freebase_id'] for x in cat_info} + id2name = {x['id']: x['name'] for x in cat_info} + + fas = defaultdict(set) + def dfs(hierarchy, cur_id): + all_childs = set() + all_keyed_child = {} + if 'Subcategory' in hierarchy: + for x in hierarchy['Subcategory']: + childs = dfs(x, freebase2id[x['LabelName']]) + all_childs.update(childs) + if cur_id != -1: + for c in all_childs: + fas[c].add(cur_id) + all_childs.add(cur_id) + return all_childs + dfs(oid_hierarchy, -1) + + expanded_pred = [] + id_count = 0 + for d in self.lvis_dt.dataset['annotations']: + cur_id = d['category_id'] + ids = [cur_id] + [x for x in fas[cur_id]] + for cat_id in ids: + new_box = copy.deepcopy(d) + id_count = id_count + 1 + new_box['id'] = id_count + new_box['category_id'] = cat_id + expanded_pred.append(new_box) + + print('Expanding original {} preds to {} preds'.format( + len(self.lvis_dt.dataset['annotations']), + len(expanded_pred) + )) + self.lvis_dt.dataset['annotations'] = expanded_pred + self.lvis_dt._create_index() + + # per-image per-category evaluation results + self.eval_imgs = defaultdict(list) + self.eval = {} # accumulated evaluation results + self._gts = defaultdict(list) # gt for evaluation + self._dts = defaultdict(list) # dt for evaluation + self.params = Params(iou_type=iou_type) # parameters + self.results = OrderedDict() + self.ious = {} # ious between all gts and dts + + self.params.img_ids = sorted(self.lvis_gt.get_img_ids()) + self.params.cat_ids = sorted(self.lvis_gt.get_cat_ids()) + + def _to_mask(self, anns, lvis): + for ann in anns: + rle = lvis.ann_to_rle(ann) + ann["segmentation"] = rle + + def _prepare(self): + """Prepare self._gts and self._dts for evaluation based on params.""" + + cat_ids = self.params.cat_ids if self.params.cat_ids else None + + gts = self.lvis_gt.load_anns( + self.lvis_gt.get_ann_ids(img_ids=self.params.img_ids, cat_ids=cat_ids) + ) + dts = self.lvis_dt.load_anns( + self.lvis_dt.get_ann_ids(img_ids=self.params.img_ids, cat_ids=cat_ids) + ) + # convert ground truth to mask if iou_type == 'segm' + if self.params.iou_type == "segm": + self._to_mask(gts, self.lvis_gt) + self._to_mask(dts, self.lvis_dt) + + for gt in gts: + self._gts[gt["image_id"], gt["category_id"]].append(gt) + + # For federated dataset evaluation we will filter out all dt for an + # image which belong to categories not present in gt and not present in + # the negative list for an image. In other words detector is not penalized + # for categories about which we don't have gt information about their + # presence or absence in an image. + img_data = self.lvis_gt.load_imgs(ids=self.params.img_ids) + # per image map of categories not present in image + img_nl = {d["id"]: d["neg_category_ids"] for d in img_data} + # per image list of categories present in image + img_pl = {d["id"]: d["pos_category_ids"] for d in img_data} + # img_pl = defaultdict(set) + for ann in gts: + # img_pl[ann["image_id"]].add(ann["category_id"]) + assert ann["category_id"] in img_pl[ann["image_id"]] + # print('check pos ids OK.') + + for dt in dts: + img_id, cat_id = dt["image_id"], dt["category_id"] + if cat_id not in img_nl[img_id] and cat_id not in img_pl[img_id]: + continue + self._dts[img_id, cat_id].append(dt) + + def evaluate(self): + """ + Run per image evaluation on given images and store results + (a list of dict) in self.eval_imgs. + """ + self.logger.info("Running per image evaluation.") + self.logger.info("Evaluate annotation type *{}*".format(self.params.iou_type)) + + self.params.img_ids = list(np.unique(self.params.img_ids)) + + if self.params.use_cats: + cat_ids = self.params.cat_ids + else: + cat_ids = [-1] + + self._prepare() + + self.ious = { + (img_id, cat_id): self.compute_iou(img_id, cat_id) + for img_id in self.params.img_ids + for cat_id in cat_ids + } + + # loop through images, area range, max detection number + print('Evaluating ...') + self.eval_imgs = [ + self.evaluate_img_google(img_id, cat_id, area_rng) + for cat_id in cat_ids + for area_rng in self.params.area_rng + for img_id in self.params.img_ids + ] + + def _get_gt_dt(self, img_id, cat_id): + """Create gt, dt which are list of anns/dets. If use_cats is true + only anns/dets corresponding to tuple (img_id, cat_id) will be + used. Else, all anns/dets in image are used and cat_id is not used. + """ + if self.params.use_cats: + gt = self._gts[img_id, cat_id] + dt = self._dts[img_id, cat_id] + else: + gt = [ + _ann + for _cat_id in self.params.cat_ids + for _ann in self._gts[img_id, cat_id] + ] + dt = [ + _ann + for _cat_id in self.params.cat_ids + for _ann in self._dts[img_id, cat_id] + ] + return gt, dt + + def compute_iou(self, img_id, cat_id): + gt, dt = self._get_gt_dt(img_id, cat_id) + + if len(gt) == 0 and len(dt) == 0: + return [] + + # Sort detections in decreasing order of score. + idx = np.argsort([-d["score"] for d in dt], kind="mergesort") + dt = [dt[i] for i in idx] + + # iscrowd = [int(False)] * len(gt) + iscrowd = [int('iscrowd' in g and g['iscrowd'] > 0) for g in gt] + + if self.params.iou_type == "segm": + ann_type = "segmentation" + elif self.params.iou_type == "bbox": + ann_type = "bbox" + else: + raise ValueError("Unknown iou_type for iou computation.") + gt = [g[ann_type] for g in gt] + dt = [d[ann_type] for d in dt] + + # compute iou between each dt and gt region + # will return array of shape len(dt), len(gt) + ious = mask_utils.iou(dt, gt, iscrowd) + return ious + + def evaluate_img_google(self, img_id, cat_id, area_rng): + gt, dt = self._get_gt_dt(img_id, cat_id) + if len(gt) == 0 and len(dt) == 0: + return None + + if len(dt) == 0: + return { + "image_id": img_id, + "category_id": cat_id, + "area_rng": area_rng, + "dt_ids": [], + "dt_matches": np.array([], dtype=np.int32).reshape(1, -1), + "dt_scores": [], + "dt_ignore": np.array([], dtype=np.int32).reshape(1, -1), + 'num_gt': len(gt) + } + + no_crowd_inds = [i for i, g in enumerate(gt) \ + if ('iscrowd' not in g) or g['iscrowd'] == 0] + crowd_inds = [i for i, g in enumerate(gt) \ + if 'iscrowd' in g and g['iscrowd'] == 1] + dt_idx = np.argsort([-d["score"] for d in dt], kind="mergesort") + + if len(self.ious[img_id, cat_id]) > 0: + ious = self.ious[img_id, cat_id] + iou = ious[:, no_crowd_inds] + iou = iou[dt_idx] + ioa = ious[:, crowd_inds] + ioa = ioa[dt_idx] + else: + iou = np.zeros((len(dt_idx), 0)) + ioa = np.zeros((len(dt_idx), 0)) + scores = np.array([dt[i]['score'] for i in dt_idx]) + + num_detected_boxes = len(dt) + tp_fp_labels = np.zeros(num_detected_boxes, dtype=bool) + is_matched_to_group_of = np.zeros(num_detected_boxes, dtype=bool) + + def compute_match_iou(iou): + max_overlap_gt_ids = np.argmax(iou, axis=1) + is_gt_detected = np.zeros(iou.shape[1], dtype=bool) + for i in range(num_detected_boxes): + gt_id = max_overlap_gt_ids[i] + is_evaluatable = (not tp_fp_labels[i] and + iou[i, gt_id] >= 0.5 and + not is_matched_to_group_of[i]) + if is_evaluatable: + if not is_gt_detected[gt_id]: + tp_fp_labels[i] = True + is_gt_detected[gt_id] = True + + def compute_match_ioa(ioa): + scores_group_of = np.zeros(ioa.shape[1], dtype=float) + tp_fp_labels_group_of = np.ones( + ioa.shape[1], dtype=float) + max_overlap_group_of_gt_ids = np.argmax(ioa, axis=1) + for i in range(num_detected_boxes): + gt_id = max_overlap_group_of_gt_ids[i] + is_evaluatable = (not tp_fp_labels[i] and + ioa[i, gt_id] >= 0.5 and + not is_matched_to_group_of[i]) + if is_evaluatable: + is_matched_to_group_of[i] = True + scores_group_of[gt_id] = max(scores_group_of[gt_id], scores[i]) + selector = np.where((scores_group_of > 0) & (tp_fp_labels_group_of > 0)) + scores_group_of = scores_group_of[selector] + tp_fp_labels_group_of = tp_fp_labels_group_of[selector] + + return scores_group_of, tp_fp_labels_group_of + + if iou.shape[1] > 0: + compute_match_iou(iou) + + scores_box_group_of = np.ndarray([0], dtype=float) + tp_fp_labels_box_group_of = np.ndarray([0], dtype=float) + + if ioa.shape[1] > 0: + scores_box_group_of, tp_fp_labels_box_group_of = compute_match_ioa(ioa) + + valid_entries = (~is_matched_to_group_of) + + scores = np.concatenate( + (scores[valid_entries], scores_box_group_of)) + tp_fps = np.concatenate( + (tp_fp_labels[valid_entries].astype(float), + tp_fp_labels_box_group_of)) + + return { + "image_id": img_id, + "category_id": cat_id, + "area_rng": area_rng, + "dt_matches": np.array([1 if x > 0 else 0 for x in tp_fps], dtype=np.int32).reshape(1, -1), + "dt_scores": [x for x in scores], + "dt_ignore": np.array([0 for x in scores], dtype=np.int32).reshape(1, -1), + 'num_gt': len(gt) + } + + def accumulate(self): + """Accumulate per image evaluation results and store the result in + self.eval. + """ + self.logger.info("Accumulating evaluation results.") + + if not self.eval_imgs: + self.logger.warn("Please run evaluate first.") + + if self.params.use_cats: + cat_ids = self.params.cat_ids + else: + cat_ids = [-1] + + num_thrs = 1 + num_recalls = 1 + + num_cats = len(cat_ids) + num_area_rngs = 1 + num_imgs = len(self.params.img_ids) + + # -1 for absent categories + precision = -np.ones( + (num_thrs, num_recalls, num_cats, num_area_rngs) + ) + recall = -np.ones((num_thrs, num_cats, num_area_rngs)) + + # Initialize dt_pointers + dt_pointers = {} + for cat_idx in range(num_cats): + dt_pointers[cat_idx] = {} + for area_idx in range(num_area_rngs): + dt_pointers[cat_idx][area_idx] = {} + + # Per category evaluation + for cat_idx in range(num_cats): + Nk = cat_idx * num_area_rngs * num_imgs + for area_idx in range(num_area_rngs): + Na = area_idx * num_imgs + E = [ + self.eval_imgs[Nk + Na + img_idx] + for img_idx in range(num_imgs) + ] + # Remove elements which are None + E = [e for e in E if not e is None] + if len(E) == 0: + continue + + dt_scores = np.concatenate([e["dt_scores"] for e in E], axis=0) + dt_idx = np.argsort(-dt_scores, kind="mergesort") + dt_scores = dt_scores[dt_idx] + dt_m = np.concatenate([e["dt_matches"] for e in E], axis=1)[:, dt_idx] + dt_ig = np.concatenate([e["dt_ignore"] for e in E], axis=1)[:, dt_idx] + + num_gt = sum([e['num_gt'] for e in E]) + if num_gt == 0: + continue + + tps = np.logical_and(dt_m, np.logical_not(dt_ig)) + fps = np.logical_and(np.logical_not(dt_m), np.logical_not(dt_ig)) + tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float) + fp_sum = np.cumsum(fps, axis=1).astype(dtype=np.float) + + dt_pointers[cat_idx][area_idx] = { + "tps": tps, + "fps": fps, + } + + for iou_thr_idx, (tp, fp) in enumerate(zip(tp_sum, fp_sum)): + tp = np.array(tp) + fp = np.array(fp) + num_tp = len(tp) + rc = tp / num_gt + + if num_tp: + recall[iou_thr_idx, cat_idx, area_idx] = rc[ + -1 + ] + else: + recall[iou_thr_idx, cat_idx, area_idx] = 0 + + # np.spacing(1) ~= eps + pr = tp / (fp + tp + np.spacing(1)) + pr = pr.tolist() + + for i in range(num_tp - 1, 0, -1): + if pr[i] > pr[i - 1]: + pr[i - 1] = pr[i] + + mAP = compute_average_precision( + np.array(pr, np.float).reshape(-1), + np.array(rc, np.float).reshape(-1)) + precision[iou_thr_idx, :, cat_idx, area_idx] = mAP + + self.eval = { + "params": self.params, + "counts": [num_thrs, num_recalls, num_cats, num_area_rngs], + "date": datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + "precision": precision, + "recall": recall, + "dt_pointers": dt_pointers, + } + + def _summarize(self, summary_type): + s = self.eval["precision"] + if len(s[s > -1]) == 0: + mean_s = -1 + else: + mean_s = np.mean(s[s > -1]) + # print(s.reshape(1, 1, -1, 1)) + return mean_s + + def summarize(self): + """Compute and display summary metrics for evaluation results.""" + if not self.eval: + raise RuntimeError("Please run accumulate() first.") + + max_dets = self.params.max_dets + self.results["AP50"] = self._summarize('ap') + + def run(self): + """Wrapper function which calculates the results.""" + self.evaluate() + self.accumulate() + self.summarize() + + def print_results(self): + template = " {:<18} {} @[ IoU={:<9} | area={:>6s} | maxDets={:>3d} catIds={:>3s}] = {:0.3f}" + + for key, value in self.results.items(): + max_dets = self.params.max_dets + if "AP" in key: + title = "Average Precision" + _type = "(AP)" + else: + title = "Average Recall" + _type = "(AR)" + + if len(key) > 2 and key[2].isdigit(): + iou_thr = (float(key[2:]) / 100) + iou = "{:0.2f}".format(iou_thr) + else: + iou = "{:0.2f}:{:0.2f}".format( + self.params.iou_thrs[0], self.params.iou_thrs[-1] + ) + + cat_group_name = "all" + area_rng = "all" + + print(template.format(title, _type, iou, area_rng, max_dets, cat_group_name, value)) + + def get_results(self): + if not self.results: + self.logger.warn("results is empty. Call run().") + return self.results + + +class Params: + def __init__(self, iou_type): + self.img_ids = [] + self.cat_ids = [] + # np.arange causes trouble. the data point on arange is slightly + # larger than the true value + self.iou_thrs = np.linspace( + 0.5, 0.95, int(np.round((0.95 - 0.5) / 0.05)) + 1, endpoint=True + ) + self.google_style = True + # print('Using google style PR curve') + self.iou_thrs = self.iou_thrs[:1] + self.max_dets = 1000 + + self.area_rng = [ + [0 ** 2, 1e5 ** 2], + ] + self.area_rng_lbl = ["all"] + self.use_cats = 1 + self.iou_type = iou_type + + +class OIDEvaluator(DatasetEvaluator): + def __init__(self, dataset_name, cfg, distributed, output_dir=None): + self._distributed = distributed + self._output_dir = output_dir + + self._cpu_device = torch.device("cpu") + self._logger = logging.getLogger(__name__) + + self._metadata = MetadataCatalog.get(dataset_name) + json_file = PathManager.get_local_path(self._metadata.json_file) + self._oid_api = LVIS(json_file) + # Test set json files do not contain annotations (evaluation must be + # performed using the LVIS evaluation server). + self._do_evaluation = len(self._oid_api.get_ann_ids()) > 0 + self._mask_on = cfg.MODEL.MASK_ON + + def reset(self): + self._predictions = [] + self._oid_results = [] + + def process(self, inputs, outputs): + for input, output in zip(inputs, outputs): + prediction = {"image_id": input["image_id"]} + instances = output["instances"].to(self._cpu_device) + prediction["instances"] = instances_to_coco_json( + instances, input["image_id"]) + self._predictions.append(prediction) + + def evaluate(self): + if self._distributed: + comm.synchronize() + self._predictions = comm.gather(self._predictions, dst=0) + self._predictions = list(itertools.chain(*self._predictions)) + + if not comm.is_main_process(): + return + + if len(self._predictions) == 0: + self._logger.warning("[LVISEvaluator] Did not receive valid predictions.") + return {} + + self._logger.info("Preparing results in the OID format ...") + self._oid_results = list( + itertools.chain(*[x["instances"] for x in self._predictions])) + + # unmap the category ids for LVIS (from 0-indexed to 1-indexed) + for result in self._oid_results: + result["category_id"] += 1 + + PathManager.mkdirs(self._output_dir) + file_path = os.path.join( + self._output_dir, "oid_instances_results.json") + self._logger.info("Saving results to {}".format(file_path)) + with PathManager.open(file_path, "w") as f: + f.write(json.dumps(self._oid_results)) + f.flush() + + if not self._do_evaluation: + self._logger.info("Annotations are not available for evaluation.") + return + + self._logger.info("Evaluating predictions ...") + self._results = OrderedDict() + res, mAP = _evaluate_predictions_on_oid( + self._oid_api, + file_path, + eval_seg=self._mask_on, + class_names=self._metadata.get("thing_classes"), + ) + self._results['bbox'] = res + mAP_out_path = os.path.join(self._output_dir, "oid_mAP.npy") + self._logger.info('Saving mAP to' + mAP_out_path) + np.save(mAP_out_path, mAP) + return copy.deepcopy(self._results) + +def _evaluate_predictions_on_oid( + oid_gt, oid_results_path, eval_seg=False, + class_names=None): + logger = logging.getLogger(__name__) + metrics = ["AP50", "AP50_expand"] + + results = {} + oid_eval = OIDEval(oid_gt, oid_results_path, 'bbox', expand_pred_label=False) + oid_eval.run() + oid_eval.print_results() + results["AP50"] = oid_eval.get_results()["AP50"] + + if eval_seg: + oid_eval = OIDEval(oid_gt, oid_results_path, 'segm', expand_pred_label=False) + oid_eval.run() + oid_eval.print_results() + results["AP50_segm"] = oid_eval.get_results()["AP50"] + else: + oid_eval = OIDEval(oid_gt, oid_results_path, 'bbox', expand_pred_label=True) + oid_eval.run() + oid_eval.print_results() + results["AP50_expand"] = oid_eval.get_results()["AP50"] + + mAP = np.zeros(len(class_names)) - 1 + precisions = oid_eval.eval['precision'] + assert len(class_names) == precisions.shape[2] + results_per_category = [] + id2apiid = sorted(oid_gt.get_cat_ids()) + inst_aware_ap, inst_count = 0, 0 + for idx, name in enumerate(class_names): + precision = precisions[:, :, idx, 0] + precision = precision[precision > -1] + ap = np.mean(precision) if precision.size else float("nan") + inst_num = len(oid_gt.get_ann_ids(cat_ids=[id2apiid[idx]])) + if inst_num > 0: + results_per_category.append(("{} {}".format( + name.replace(' ', '_'), + inst_num if inst_num < 1000 else '{:.1f}k'.format(inst_num / 1000)), + float(ap * 100))) + inst_aware_ap += inst_num * ap + inst_count += inst_num + mAP[idx] = ap + # logger.info("{} {} {:.2f}".format(name, inst_num, ap * 100)) + inst_aware_ap = inst_aware_ap * 100 / inst_count + N_COLS = min(6, len(results_per_category) * 2) + results_flatten = list(itertools.chain(*results_per_category)) + results_2d = itertools.zip_longest(*[results_flatten[i::N_COLS] for i in range(N_COLS)]) + table = tabulate( + results_2d, + tablefmt="pipe", + floatfmt=".3f", + headers=["category", "AP"] * (N_COLS // 2), + numalign="left", + ) + logger.info("Per-category {} AP: \n".format('bbox') + table) + logger.info("Instance-aware {} AP: {:.4f}".format('bbox', inst_aware_ap)) + + logger.info("Evaluation results for bbox: \n" + \ + create_small_table(results)) + return results, mAP \ No newline at end of file diff --git a/detic/modeling/backbone/swintransformer.py b/detic/modeling/backbone/swintransformer.py new file mode 100644 index 0000000000000000000000000000000000000000..21cabb37dd87a443e27eeb805f9739bef86540bf --- /dev/null +++ b/detic/modeling/backbone/swintransformer.py @@ -0,0 +1,750 @@ +# -------------------------------------------------------- +# Swin Transformer +# Copyright (c) 2021 Microsoft +# Licensed under The MIT License [see LICENSE for details] +# Written by Ze Liu, Yutong Lin, Yixuan Wei +# -------------------------------------------------------- + +# Copyright (c) Facebook, Inc. and its affiliates. +# Modified by Xingyi Zhou from https://github.com/SwinTransformer/Swin-Transformer-Object-Detection/blob/master/mmdet/models/backbones/swin_transformer.py + + +import torch +import torch.nn as nn +import torch.nn.functional as F +import torch.utils.checkpoint as checkpoint +import numpy as np +from timm.models.layers import DropPath, to_2tuple, trunc_normal_ + +from detectron2.layers import ShapeSpec +from detectron2.modeling.backbone.backbone import Backbone +from detectron2.modeling.backbone.build import BACKBONE_REGISTRY +from detectron2.modeling.backbone.fpn import FPN + +from centernet.modeling.backbone.fpn_p5 import LastLevelP6P7_P5 +from centernet.modeling.backbone.bifpn import BiFPN +# from .checkpoint import load_checkpoint + +class Mlp(nn.Module): + """ Multilayer perceptron.""" + + def __init__(self, in_features, hidden_features=None, out_features=None, act_layer=nn.GELU, drop=0.): + super().__init__() + out_features = out_features or in_features + hidden_features = hidden_features or in_features + self.fc1 = nn.Linear(in_features, hidden_features) + self.act = act_layer() + self.fc2 = nn.Linear(hidden_features, out_features) + self.drop = nn.Dropout(drop) + + def forward(self, x): + x = self.fc1(x) + x = self.act(x) + x = self.drop(x) + x = self.fc2(x) + x = self.drop(x) + return x + + +def window_partition(x, window_size): + """ + Args: + x: (B, H, W, C) + window_size (int): window size + Returns: + windows: (num_windows*B, window_size, window_size, C) + """ + B, H, W, C = x.shape + x = x.view(B, H // window_size, window_size, W // window_size, window_size, C) + windows = x.permute(0, 1, 3, 2, 4, 5).contiguous().view(-1, window_size, window_size, C) + return windows + + +def window_reverse(windows, window_size, H, W): + """ + Args: + windows: (num_windows*B, window_size, window_size, C) + window_size (int): Window size + H (int): Height of image + W (int): Width of image + Returns: + x: (B, H, W, C) + """ + B = int(windows.shape[0] / (H * W / window_size / window_size)) + x = windows.view(B, H // window_size, W // window_size, window_size, window_size, -1) + x = x.permute(0, 1, 3, 2, 4, 5).contiguous().view(B, H, W, -1) + return x + + +class WindowAttention(nn.Module): + """ Window based multi-head self attention (W-MSA) module with relative position bias. + It supports both of shifted and non-shifted window. + Args: + dim (int): Number of input channels. + window_size (tuple[int]): The height and width of the window. + num_heads (int): Number of attention heads. + qkv_bias (bool, optional): If True, add a learnable bias to query, key, value. Default: True + qk_scale (float | None, optional): Override default qk scale of head_dim ** -0.5 if set + attn_drop (float, optional): Dropout ratio of attention weight. Default: 0.0 + proj_drop (float, optional): Dropout ratio of output. Default: 0.0 + """ + + def __init__(self, dim, window_size, num_heads, qkv_bias=True, qk_scale=None, attn_drop=0., proj_drop=0.): + + super().__init__() + self.dim = dim + self.window_size = window_size # Wh, Ww + self.num_heads = num_heads + head_dim = dim // num_heads + self.scale = qk_scale or head_dim ** -0.5 + + # define a parameter table of relative position bias + self.relative_position_bias_table = nn.Parameter( + torch.zeros((2 * window_size[0] - 1) * (2 * window_size[1] - 1), num_heads)) # 2*Wh-1 * 2*Ww-1, nH + + # get pair-wise relative position index for each token inside the window + coords_h = torch.arange(self.window_size[0]) + coords_w = torch.arange(self.window_size[1]) + coords = torch.stack(torch.meshgrid([coords_h, coords_w])) # 2, Wh, Ww + coords_flatten = torch.flatten(coords, 1) # 2, Wh*Ww + relative_coords = coords_flatten[:, :, None] - coords_flatten[:, None, :] # 2, Wh*Ww, Wh*Ww + relative_coords = relative_coords.permute(1, 2, 0).contiguous() # Wh*Ww, Wh*Ww, 2 + relative_coords[:, :, 0] += self.window_size[0] - 1 # shift to start from 0 + relative_coords[:, :, 1] += self.window_size[1] - 1 + relative_coords[:, :, 0] *= 2 * self.window_size[1] - 1 + relative_position_index = relative_coords.sum(-1) # Wh*Ww, Wh*Ww + self.register_buffer("relative_position_index", relative_position_index) + + self.qkv = nn.Linear(dim, dim * 3, bias=qkv_bias) + self.attn_drop = nn.Dropout(attn_drop) + self.proj = nn.Linear(dim, dim) + self.proj_drop = nn.Dropout(proj_drop) + + trunc_normal_(self.relative_position_bias_table, std=.02) + self.softmax = nn.Softmax(dim=-1) + + def forward(self, x, mask=None): + """ Forward function. + Args: + x: input features with shape of (num_windows*B, N, C) + mask: (0/-inf) mask with shape of (num_windows, Wh*Ww, Wh*Ww) or None + """ + B_, N, C = x.shape + qkv = self.qkv(x).reshape(B_, N, 3, self.num_heads, C // self.num_heads).permute(2, 0, 3, 1, 4) + q, k, v = qkv[0], qkv[1], qkv[2] # make torchscript happy (cannot use tensor as tuple) + + q = q * self.scale + attn = (q @ k.transpose(-2, -1)) + + relative_position_bias = self.relative_position_bias_table[self.relative_position_index.view(-1)].view( + self.window_size[0] * self.window_size[1], self.window_size[0] * self.window_size[1], -1) # Wh*Ww,Wh*Ww,nH + relative_position_bias = relative_position_bias.permute(2, 0, 1).contiguous() # nH, Wh*Ww, Wh*Ww + attn = attn + relative_position_bias.unsqueeze(0) + + if mask is not None: + nW = mask.shape[0] + attn = attn.view(B_ // nW, nW, self.num_heads, N, N) + mask.unsqueeze(1).unsqueeze(0) + attn = attn.view(-1, self.num_heads, N, N) + attn = self.softmax(attn) + else: + attn = self.softmax(attn) + + attn = self.attn_drop(attn) + + x = (attn @ v).transpose(1, 2).reshape(B_, N, C) + x = self.proj(x) + x = self.proj_drop(x) + return x + + +class SwinTransformerBlock(nn.Module): + """ Swin Transformer Block. + Args: + dim (int): Number of input channels. + num_heads (int): Number of attention heads. + window_size (int): Window size. + shift_size (int): Shift size for SW-MSA. + mlp_ratio (float): Ratio of mlp hidden dim to embedding dim. + qkv_bias (bool, optional): If True, add a learnable bias to query, key, value. Default: True + qk_scale (float | None, optional): Override default qk scale of head_dim ** -0.5 if set. + drop (float, optional): Dropout rate. Default: 0.0 + attn_drop (float, optional): Attention dropout rate. Default: 0.0 + drop_path (float, optional): Stochastic depth rate. Default: 0.0 + act_layer (nn.Module, optional): Activation layer. Default: nn.GELU + norm_layer (nn.Module, optional): Normalization layer. Default: nn.LayerNorm + """ + + def __init__(self, dim, num_heads, window_size=7, shift_size=0, + mlp_ratio=4., qkv_bias=True, qk_scale=None, drop=0., attn_drop=0., drop_path=0., + act_layer=nn.GELU, norm_layer=nn.LayerNorm): + super().__init__() + self.dim = dim + self.num_heads = num_heads + self.window_size = window_size + self.shift_size = shift_size + self.mlp_ratio = mlp_ratio + assert 0 <= self.shift_size < self.window_size, "shift_size must in 0-window_size" + + self.norm1 = norm_layer(dim) + self.attn = WindowAttention( + dim, window_size=to_2tuple(self.window_size), num_heads=num_heads, + qkv_bias=qkv_bias, qk_scale=qk_scale, attn_drop=attn_drop, proj_drop=drop) + + self.drop_path = DropPath(drop_path) if drop_path > 0. else nn.Identity() + self.norm2 = norm_layer(dim) + mlp_hidden_dim = int(dim * mlp_ratio) + self.mlp = Mlp(in_features=dim, hidden_features=mlp_hidden_dim, act_layer=act_layer, drop=drop) + + self.H = None + self.W = None + + def forward(self, x, mask_matrix): + """ Forward function. + Args: + x: Input feature, tensor size (B, H*W, C). + H, W: Spatial resolution of the input feature. + mask_matrix: Attention mask for cyclic shift. + """ + B, L, C = x.shape + H, W = self.H, self.W + assert L == H * W, "input feature has wrong size" + + shortcut = x + x = self.norm1(x) + x = x.view(B, H, W, C) + + # pad feature maps to multiples of window size + pad_l = pad_t = 0 + pad_r = (self.window_size - W % self.window_size) % self.window_size + pad_b = (self.window_size - H % self.window_size) % self.window_size + x = F.pad(x, (0, 0, pad_l, pad_r, pad_t, pad_b)) + _, Hp, Wp, _ = x.shape + + # cyclic shift + if self.shift_size > 0: + shifted_x = torch.roll(x, shifts=(-self.shift_size, -self.shift_size), dims=(1, 2)) + attn_mask = mask_matrix + else: + shifted_x = x + attn_mask = None + + # partition windows + x_windows = window_partition(shifted_x, self.window_size) # nW*B, window_size, window_size, C + x_windows = x_windows.view(-1, self.window_size * self.window_size, C) # nW*B, window_size*window_size, C + + # W-MSA/SW-MSA + attn_windows = self.attn(x_windows, mask=attn_mask) # nW*B, window_size*window_size, C + + # merge windows + attn_windows = attn_windows.view(-1, self.window_size, self.window_size, C) + shifted_x = window_reverse(attn_windows, self.window_size, Hp, Wp) # B H' W' C + + # reverse cyclic shift + if self.shift_size > 0: + x = torch.roll(shifted_x, shifts=(self.shift_size, self.shift_size), dims=(1, 2)) + else: + x = shifted_x + + if pad_r > 0 or pad_b > 0: + x = x[:, :H, :W, :].contiguous() + + x = x.view(B, H * W, C) + + # FFN + x = shortcut + self.drop_path(x) + x = x + self.drop_path(self.mlp(self.norm2(x))) + + return x + + +class PatchMerging(nn.Module): + """ Patch Merging Layer + Args: + dim (int): Number of input channels. + norm_layer (nn.Module, optional): Normalization layer. Default: nn.LayerNorm + """ + def __init__(self, dim, norm_layer=nn.LayerNorm): + super().__init__() + self.dim = dim + self.reduction = nn.Linear(4 * dim, 2 * dim, bias=False) + self.norm = norm_layer(4 * dim) + + def forward(self, x, H, W): + """ Forward function. + Args: + x: Input feature, tensor size (B, H*W, C). + H, W: Spatial resolution of the input feature. + """ + B, L, C = x.shape + assert L == H * W, "input feature has wrong size" + + x = x.view(B, H, W, C) + + # padding + pad_input = (H % 2 == 1) or (W % 2 == 1) + if pad_input: + x = F.pad(x, (0, 0, 0, W % 2, 0, H % 2)) + + x0 = x[:, 0::2, 0::2, :] # B H/2 W/2 C + x1 = x[:, 1::2, 0::2, :] # B H/2 W/2 C + x2 = x[:, 0::2, 1::2, :] # B H/2 W/2 C + x3 = x[:, 1::2, 1::2, :] # B H/2 W/2 C + x = torch.cat([x0, x1, x2, x3], -1) # B H/2 W/2 4*C + x = x.view(B, -1, 4 * C) # B H/2*W/2 4*C + + x = self.norm(x) + x = self.reduction(x) + + return x + + +class BasicLayer(nn.Module): + """ A basic Swin Transformer layer for one stage. + Args: + dim (int): Number of feature channels + depth (int): Depths of this stage. + num_heads (int): Number of attention head. + window_size (int): Local window size. Default: 7. + mlp_ratio (float): Ratio of mlp hidden dim to embedding dim. Default: 4. + qkv_bias (bool, optional): If True, add a learnable bias to query, key, value. Default: True + qk_scale (float | None, optional): Override default qk scale of head_dim ** -0.5 if set. + drop (float, optional): Dropout rate. Default: 0.0 + attn_drop (float, optional): Attention dropout rate. Default: 0.0 + drop_path (float | tuple[float], optional): Stochastic depth rate. Default: 0.0 + norm_layer (nn.Module, optional): Normalization layer. Default: nn.LayerNorm + downsample (nn.Module | None, optional): Downsample layer at the end of the layer. Default: None + use_checkpoint (bool): Whether to use checkpointing to save memory. Default: False. + """ + + def __init__(self, + dim, + depth, + num_heads, + window_size=7, + mlp_ratio=4., + qkv_bias=True, + qk_scale=None, + drop=0., + attn_drop=0., + drop_path=0., + norm_layer=nn.LayerNorm, + downsample=None, + use_checkpoint=False): + super().__init__() + self.window_size = window_size + self.shift_size = window_size // 2 + self.depth = depth + self.use_checkpoint = use_checkpoint + + # build blocks + self.blocks = nn.ModuleList([ + SwinTransformerBlock( + dim=dim, + num_heads=num_heads, + window_size=window_size, + shift_size=0 if (i % 2 == 0) else window_size // 2, + mlp_ratio=mlp_ratio, + qkv_bias=qkv_bias, + qk_scale=qk_scale, + drop=drop, + attn_drop=attn_drop, + drop_path=drop_path[i] if isinstance(drop_path, list) else drop_path, + norm_layer=norm_layer) + for i in range(depth)]) + + # patch merging layer + if downsample is not None: + self.downsample = downsample(dim=dim, norm_layer=norm_layer) + else: + self.downsample = None + + def forward(self, x, H, W): + """ Forward function. + Args: + x: Input feature, tensor size (B, H*W, C). + H, W: Spatial resolution of the input feature. + """ + + # calculate attention mask for SW-MSA + Hp = int(np.ceil(H / self.window_size)) * self.window_size + Wp = int(np.ceil(W / self.window_size)) * self.window_size + img_mask = torch.zeros((1, Hp, Wp, 1), device=x.device) # 1 Hp Wp 1 + h_slices = (slice(0, -self.window_size), + slice(-self.window_size, -self.shift_size), + slice(-self.shift_size, None)) + w_slices = (slice(0, -self.window_size), + slice(-self.window_size, -self.shift_size), + slice(-self.shift_size, None)) + cnt = 0 + for h in h_slices: + for w in w_slices: + img_mask[:, h, w, :] = cnt + cnt += 1 + + mask_windows = window_partition(img_mask, self.window_size) # nW, window_size, window_size, 1 + mask_windows = mask_windows.view(-1, self.window_size * self.window_size) + attn_mask = mask_windows.unsqueeze(1) - mask_windows.unsqueeze(2) + attn_mask = attn_mask.masked_fill(attn_mask != 0, float(-100.0)).masked_fill(attn_mask == 0, float(0.0)) + + for blk in self.blocks: + blk.H, blk.W = H, W + if self.use_checkpoint: + x = checkpoint.checkpoint(blk, x, attn_mask) + else: + x = blk(x, attn_mask) + if self.downsample is not None: + x_down = self.downsample(x, H, W) + Wh, Ww = (H + 1) // 2, (W + 1) // 2 + return x, H, W, x_down, Wh, Ww + else: + return x, H, W, x, H, W + + +class PatchEmbed(nn.Module): + """ Image to Patch Embedding + Args: + patch_size (int): Patch token size. Default: 4. + in_chans (int): Number of input image channels. Default: 3. + embed_dim (int): Number of linear projection output channels. Default: 96. + norm_layer (nn.Module, optional): Normalization layer. Default: None + """ + + def __init__(self, patch_size=4, in_chans=3, embed_dim=96, norm_layer=None): + super().__init__() + patch_size = to_2tuple(patch_size) + self.patch_size = patch_size + + self.in_chans = in_chans + self.embed_dim = embed_dim + + self.proj = nn.Conv2d(in_chans, embed_dim, kernel_size=patch_size, stride=patch_size) + if norm_layer is not None: + self.norm = norm_layer(embed_dim) + else: + self.norm = None + + def forward(self, x): + """Forward function.""" + # padding + _, _, H, W = x.size() + if W % self.patch_size[1] != 0: + x = F.pad(x, (0, self.patch_size[1] - W % self.patch_size[1])) + if H % self.patch_size[0] != 0: + x = F.pad(x, (0, 0, 0, self.patch_size[0] - H % self.patch_size[0])) + + x = self.proj(x) # B C Wh Ww + if self.norm is not None: + Wh, Ww = x.size(2), x.size(3) + x = x.flatten(2).transpose(1, 2) + x = self.norm(x) + x = x.transpose(1, 2).view(-1, self.embed_dim, Wh, Ww) + + return x + + +class SwinTransformer(Backbone): + """ Swin Transformer backbone. + A PyTorch impl of : `Swin Transformer: Hierarchical Vision Transformer using Shifted Windows` - + https://arxiv.org/pdf/2103.14030 + Args: + pretrain_img_size (int): Input image size for training the pretrained model, + used in absolute postion embedding. Default 224. + patch_size (int | tuple(int)): Patch size. Default: 4. + in_chans (int): Number of input image channels. Default: 3. + embed_dim (int): Number of linear projection output channels. Default: 96. + depths (tuple[int]): Depths of each Swin Transformer stage. + num_heads (tuple[int]): Number of attention head of each stage. + window_size (int): Window size. Default: 7. + mlp_ratio (float): Ratio of mlp hidden dim to embedding dim. Default: 4. + qkv_bias (bool): If True, add a learnable bias to query, key, value. Default: True + qk_scale (float): Override default qk scale of head_dim ** -0.5 if set. + drop_rate (float): Dropout rate. + attn_drop_rate (float): Attention dropout rate. Default: 0. + drop_path_rate (float): Stochastic depth rate. Default: 0.2. + norm_layer (nn.Module): Normalization layer. Default: nn.LayerNorm. + ape (bool): If True, add absolute position embedding to the patch embedding. Default: False. + patch_norm (bool): If True, add normalization after patch embedding. Default: True. + out_indices (Sequence[int]): Output from which stages. + frozen_stages (int): Stages to be frozen (stop grad and set eval mode). + -1 means not freezing any parameters. + use_checkpoint (bool): Whether to use checkpointing to save memory. Default: False. + """ + + def __init__(self, + pretrain_img_size=224, + patch_size=4, + in_chans=3, + embed_dim=96, + depths=[2, 2, 6, 2], + num_heads=[3, 6, 12, 24], + window_size=7, + mlp_ratio=4., + qkv_bias=True, + qk_scale=None, + drop_rate=0., + attn_drop_rate=0., + drop_path_rate=0.2, + norm_layer=nn.LayerNorm, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + frozen_stages=-1, + use_checkpoint=False): + super().__init__() + + self.pretrain_img_size = pretrain_img_size + self.num_layers = len(depths) + self.embed_dim = embed_dim + self.ape = ape + self.patch_norm = patch_norm + self.out_indices = out_indices + self.frozen_stages = frozen_stages + + # split image into non-overlapping patches + self.patch_embed = PatchEmbed( + patch_size=patch_size, in_chans=in_chans, embed_dim=embed_dim, + norm_layer=norm_layer if self.patch_norm else None) + + # absolute position embedding + if self.ape: + pretrain_img_size = to_2tuple(pretrain_img_size) + patch_size = to_2tuple(patch_size) + patches_resolution = [pretrain_img_size[0] // patch_size[0], pretrain_img_size[1] // patch_size[1]] + + self.absolute_pos_embed = nn.Parameter(torch.zeros(1, embed_dim, patches_resolution[0], patches_resolution[1])) + trunc_normal_(self.absolute_pos_embed, std=.02) + + self.pos_drop = nn.Dropout(p=drop_rate) + + # stochastic depth + dpr = [x.item() for x in torch.linspace(0, drop_path_rate, sum(depths))] # stochastic depth decay rule + + # build layers + self.layers = nn.ModuleList() + for i_layer in range(self.num_layers): + layer = BasicLayer( + dim=int(embed_dim * 2 ** i_layer), + depth=depths[i_layer], + num_heads=num_heads[i_layer], + window_size=window_size, + mlp_ratio=mlp_ratio, + qkv_bias=qkv_bias, + qk_scale=qk_scale, + drop=drop_rate, + attn_drop=attn_drop_rate, + drop_path=dpr[sum(depths[:i_layer]):sum(depths[:i_layer + 1])], + norm_layer=norm_layer, + downsample=PatchMerging if (i_layer < self.num_layers - 1) else None, + use_checkpoint=use_checkpoint) + self.layers.append(layer) + + num_features = [int(embed_dim * 2 ** i) for i in range(self.num_layers)] + self.num_features = num_features + + # add a norm layer for each output + for i_layer in out_indices: + layer = norm_layer(num_features[i_layer]) + layer_name = f'norm{i_layer}' + self.add_module(layer_name, layer) + + self._freeze_stages() + self._out_features = ['swin{}'.format(i) for i in self.out_indices] + self._out_feature_channels = { + 'swin{}'.format(i): self.embed_dim * 2 ** i for i in self.out_indices + } + self._out_feature_strides = { + 'swin{}'.format(i): 2 ** (i + 2) for i in self.out_indices + } + self._size_devisibility = 32 + + + def _freeze_stages(self): + if self.frozen_stages >= 0: + self.patch_embed.eval() + for param in self.patch_embed.parameters(): + param.requires_grad = False + + if self.frozen_stages >= 1 and self.ape: + self.absolute_pos_embed.requires_grad = False + + if self.frozen_stages >= 2: + self.pos_drop.eval() + for i in range(0, self.frozen_stages - 1): + m = self.layers[i] + m.eval() + for param in m.parameters(): + param.requires_grad = False + + def init_weights(self, pretrained=None): + """Initialize the weights in backbone. + Args: + pretrained (str, optional): Path to pre-trained weights. + Defaults to None. + """ + + def _init_weights(m): + if isinstance(m, nn.Linear): + trunc_normal_(m.weight, std=.02) + if isinstance(m, nn.Linear) and m.bias is not None: + nn.init.constant_(m.bias, 0) + elif isinstance(m, nn.LayerNorm): + nn.init.constant_(m.bias, 0) + nn.init.constant_(m.weight, 1.0) + + if isinstance(pretrained, str): + self.apply(_init_weights) + # load_checkpoint(self, pretrained, strict=False) + elif pretrained is None: + self.apply(_init_weights) + else: + raise TypeError('pretrained must be a str or None') + + def forward(self, x): + """Forward function.""" + x = self.patch_embed(x) + + Wh, Ww = x.size(2), x.size(3) + if self.ape: + # interpolate the position embedding to the corresponding size + absolute_pos_embed = F.interpolate(self.absolute_pos_embed, size=(Wh, Ww), mode='bicubic') + x = (x + absolute_pos_embed).flatten(2).transpose(1, 2) # B Wh*Ww C + else: + x = x.flatten(2).transpose(1, 2) + x = self.pos_drop(x) + + # outs = [] + outs = {} + for i in range(self.num_layers): + layer = self.layers[i] + x_out, H, W, x, Wh, Ww = layer(x, Wh, Ww) + + if i in self.out_indices: + norm_layer = getattr(self, f'norm{i}') + x_out = norm_layer(x_out) + + out = x_out.view(-1, H, W, self.num_features[i]).permute(0, 3, 1, 2).contiguous() + # outs.append(out) + outs['swin{}'.format(i)] = out + + return outs + + def train(self, mode=True): + """Convert the model into training mode while keep layers freezed.""" + super(SwinTransformer, self).train(mode) + self._freeze_stages() + +size2config = { + 'T': { + 'window_size': 7, + 'embed_dim': 96, + 'depth': [2, 2, 6, 2], + 'num_heads': [3, 6, 12, 24], + 'drop_path_rate': 0.2, + 'pretrained': 'models/swin_tiny_patch4_window7_224.pth' + }, + 'S': { + 'window_size': 7, + 'embed_dim': 96, + 'depth': [2, 2, 18, 2], + 'num_heads': [3, 6, 12, 24], + 'drop_path_rate': 0.2, + 'pretrained': 'models/swin_small_patch4_window7_224.pth' + }, + 'B': { + 'window_size': 7, + 'embed_dim': 128, + 'depth': [2, 2, 18, 2], + 'num_heads': [4, 8, 16, 32], + 'drop_path_rate': 0.3, + 'pretrained': 'models/swin_base_patch4_window7_224.pth' + }, + 'B-22k': { + 'window_size': 7, + 'embed_dim': 128, + 'depth': [2, 2, 18, 2], + 'num_heads': [4, 8, 16, 32], + 'drop_path_rate': 0.3, + 'pretrained': 'models/swin_base_patch4_window7_224_22k.pth' + }, + 'B-22k-384': { + 'window_size': 12, + 'embed_dim': 128, + 'depth': [2, 2, 18, 2], + 'num_heads': [4, 8, 16, 32], + 'drop_path_rate': 0.3, + 'pretrained': 'models/swin_base_patch4_window12_384_22k.pth' + }, + 'L-22k': { + 'window_size': 7, + 'embed_dim': 192, + 'depth': [2, 2, 18, 2], + 'num_heads': [6, 12, 24, 48], + 'drop_path_rate': 0.3, # TODO (xingyi): this is unclear + 'pretrained': 'models/swin_large_patch4_window7_224_22k.pth' + }, + 'L-22k-384': { + 'window_size': 12, + 'embed_dim': 192, + 'depth': [2, 2, 18, 2], + 'num_heads': [6, 12, 24, 48], + 'drop_path_rate': 0.3, # TODO (xingyi): this is unclear + 'pretrained': 'models/swin_large_patch4_window12_384_22k.pth' + } +} + +@BACKBONE_REGISTRY.register() +def build_swintransformer_backbone(cfg, input_shape): + """ + """ + config = size2config[cfg.MODEL.SWIN.SIZE] + out_indices = cfg.MODEL.SWIN.OUT_FEATURES + model = SwinTransformer( + embed_dim=config['embed_dim'], + window_size=config['window_size'], + depths=config['depth'], + num_heads=config['num_heads'], + drop_path_rate=config['drop_path_rate'], + out_indices=out_indices, + frozen_stages=-1, + use_checkpoint=cfg.MODEL.SWIN.USE_CHECKPOINT + ) + # print('Initializing', config['pretrained']) + model.init_weights(config['pretrained']) + return model + + +@BACKBONE_REGISTRY.register() +def build_swintransformer_fpn_backbone(cfg, input_shape: ShapeSpec): + """ + """ + bottom_up = build_swintransformer_backbone(cfg, input_shape) + in_features = cfg.MODEL.FPN.IN_FEATURES + out_channels = cfg.MODEL.FPN.OUT_CHANNELS + backbone = FPN( + bottom_up=bottom_up, + in_features=in_features, + out_channels=out_channels, + norm=cfg.MODEL.FPN.NORM, + top_block=LastLevelP6P7_P5(out_channels, out_channels), + fuse_type=cfg.MODEL.FPN.FUSE_TYPE, + ) + return backbone + + +@BACKBONE_REGISTRY.register() +def build_swintransformer_bifpn_backbone(cfg, input_shape: ShapeSpec): + """ + """ + bottom_up = build_swintransformer_backbone(cfg, input_shape) + in_features = cfg.MODEL.FPN.IN_FEATURES + backbone = BiFPN( + cfg=cfg, + bottom_up=bottom_up, + in_features=in_features, + out_channels=cfg.MODEL.BIFPN.OUT_CHANNELS, + norm=cfg.MODEL.BIFPN.NORM, + num_levels=cfg.MODEL.BIFPN.NUM_LEVELS, + num_bifpn=cfg.MODEL.BIFPN.NUM_BIFPN, + separable_conv=cfg.MODEL.BIFPN.SEPARABLE_CONV, + ) + return backbone \ No newline at end of file diff --git a/detic/modeling/backbone/timm.py b/detic/modeling/backbone/timm.py new file mode 100644 index 0000000000000000000000000000000000000000..f06b25c8036d99bb6b9518662ab1664a4521b8f5 --- /dev/null +++ b/detic/modeling/backbone/timm.py @@ -0,0 +1,200 @@ + #!/usr/bin/env python +# -*- coding: utf-8 -*- +# Copyright (c) Facebook, Inc. and its affiliates. +import math +from os.path import join +import numpy as np +import copy +from functools import partial + +import torch +from torch import nn +import torch.utils.model_zoo as model_zoo +import torch.nn.functional as F +import fvcore.nn.weight_init as weight_init + +from detectron2.modeling.backbone import FPN +from detectron2.modeling.backbone.build import BACKBONE_REGISTRY +from detectron2.layers.batch_norm import get_norm, FrozenBatchNorm2d +from detectron2.modeling.backbone import Backbone + +from timm import create_model +from timm.models.helpers import build_model_with_cfg +from timm.models.registry import register_model +from timm.models.resnet import ResNet, Bottleneck +from timm.models.resnet import default_cfgs as default_cfgs_resnet + + +class CustomResNet(ResNet): + def __init__(self, **kwargs): + self.out_indices = kwargs.pop('out_indices') + super().__init__(**kwargs) + + + def forward(self, x): + x = self.conv1(x) + x = self.bn1(x) + x = self.act1(x) + x = self.maxpool(x) + ret = [x] + x = self.layer1(x) + ret.append(x) + x = self.layer2(x) + ret.append(x) + x = self.layer3(x) + ret.append(x) + x = self.layer4(x) + ret.append(x) + return [ret[i] for i in self.out_indices] + + + def load_pretrained(self, cached_file): + data = torch.load(cached_file, map_location='cpu') + if 'state_dict' in data: + self.load_state_dict(data['state_dict']) + else: + self.load_state_dict(data) + + +model_params = { + 'resnet50': dict(block=Bottleneck, layers=[3, 4, 6, 3]), + 'resnet50_in21k': dict(block=Bottleneck, layers=[3, 4, 6, 3]), +} + + +def create_timm_resnet(variant, out_indices, pretrained=False, **kwargs): + params = model_params[variant] + default_cfgs_resnet['resnet50_in21k'] = \ + copy.deepcopy(default_cfgs_resnet['resnet50']) + default_cfgs_resnet['resnet50_in21k']['url'] = \ + 'https://miil-public-eu.oss-eu-central-1.aliyuncs.com/model-zoo/ImageNet_21K_P/models/resnet50_miil_21k.pth' + default_cfgs_resnet['resnet50_in21k']['num_classes'] = 11221 + + return build_model_with_cfg( + CustomResNet, variant, pretrained, + default_cfg=default_cfgs_resnet[variant], + out_indices=out_indices, + pretrained_custom_load=True, + **params, + **kwargs) + + +class LastLevelP6P7_P5(nn.Module): + """ + """ + def __init__(self, in_channels, out_channels): + super().__init__() + self.num_levels = 2 + self.in_feature = "p5" + self.p6 = nn.Conv2d(in_channels, out_channels, 3, 2, 1) + self.p7 = nn.Conv2d(out_channels, out_channels, 3, 2, 1) + for module in [self.p6, self.p7]: + weight_init.c2_xavier_fill(module) + + def forward(self, c5): + p6 = self.p6(c5) + p7 = self.p7(F.relu(p6)) + return [p6, p7] + + +def freeze_module(x): + """ + """ + for p in x.parameters(): + p.requires_grad = False + FrozenBatchNorm2d.convert_frozen_batchnorm(x) + return x + + +class TIMM(Backbone): + def __init__(self, base_name, out_levels, freeze_at=0, norm='FrozenBN'): + super().__init__() + out_indices = [x - 1 for x in out_levels] + if 'resnet' in base_name: + self.base = create_timm_resnet( + base_name, out_indices=out_indices, + pretrained=False) + elif 'eff' in base_name: + self.base = create_model( + base_name, features_only=True, + out_indices=out_indices, pretrained=True) + else: + assert 0, base_name + feature_info = [dict(num_chs=f['num_chs'], reduction=f['reduction']) \ + for i, f in enumerate(self.base.feature_info)] + self._out_features = ['layer{}'.format(x) for x in out_levels] + self._out_feature_channels = { + 'layer{}'.format(l): feature_info[l - 1]['num_chs'] for l in out_levels} + self._out_feature_strides = { + 'layer{}'.format(l): feature_info[l - 1]['reduction'] for l in out_levels} + self._size_divisibility = max(self._out_feature_strides.values()) + if 'resnet' in base_name: + self.freeze(freeze_at) + if norm == 'FrozenBN': + self = FrozenBatchNorm2d.convert_frozen_batchnorm(self) + + def freeze(self, freeze_at=0): + """ + """ + if freeze_at >= 1: + print('Frezing', self.base.conv1) + self.base.conv1 = freeze_module(self.base.conv1) + if freeze_at >= 2: + print('Frezing', self.base.layer1) + self.base.layer1 = freeze_module(self.base.layer1) + + def forward(self, x): + features = self.base(x) + ret = {k: v for k, v in zip(self._out_features, features)} + return ret + + @property + def size_divisibility(self): + return self._size_divisibility + + +@BACKBONE_REGISTRY.register() +def build_timm_backbone(cfg, input_shape): + model = TIMM( + cfg.MODEL.TIMM.BASE_NAME, + cfg.MODEL.TIMM.OUT_LEVELS, + freeze_at=cfg.MODEL.TIMM.FREEZE_AT, + norm=cfg.MODEL.TIMM.NORM, + ) + return model + + +@BACKBONE_REGISTRY.register() +def build_p67_timm_fpn_backbone(cfg, input_shape): + """ + """ + bottom_up = build_timm_backbone(cfg, input_shape) + in_features = cfg.MODEL.FPN.IN_FEATURES + out_channels = cfg.MODEL.FPN.OUT_CHANNELS + backbone = FPN( + bottom_up=bottom_up, + in_features=in_features, + out_channels=out_channels, + norm=cfg.MODEL.FPN.NORM, + top_block=LastLevelP6P7_P5(out_channels, out_channels), + fuse_type=cfg.MODEL.FPN.FUSE_TYPE, + ) + return backbone + +@BACKBONE_REGISTRY.register() +def build_p35_timm_fpn_backbone(cfg, input_shape): + """ + """ + bottom_up = build_timm_backbone(cfg, input_shape) + + in_features = cfg.MODEL.FPN.IN_FEATURES + out_channels = cfg.MODEL.FPN.OUT_CHANNELS + backbone = FPN( + bottom_up=bottom_up, + in_features=in_features, + out_channels=out_channels, + norm=cfg.MODEL.FPN.NORM, + top_block=None, + fuse_type=cfg.MODEL.FPN.FUSE_TYPE, + ) + return backbone \ No newline at end of file diff --git a/detic/modeling/debug.py b/detic/modeling/debug.py new file mode 100644 index 0000000000000000000000000000000000000000..9c7c442eb8aa9474c8874ac1dc75659371e8c894 --- /dev/null +++ b/detic/modeling/debug.py @@ -0,0 +1,334 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import cv2 +import numpy as np +import torch +import torch.nn.functional as F +import os + +COLORS = ((np.random.rand(1300, 3) * 0.4 + 0.6) * 255).astype( + np.uint8).reshape(1300, 1, 1, 3) + +def _get_color_image(heatmap): + heatmap = heatmap.reshape( + heatmap.shape[0], heatmap.shape[1], heatmap.shape[2], 1) + if heatmap.shape[0] == 1: + color_map = (heatmap * np.ones((1, 1, 1, 3), np.uint8) * 255).max( + axis=0).astype(np.uint8) # H, W, 3 + else: + color_map = (heatmap * COLORS[:heatmap.shape[0]]).max(axis=0).astype(np.uint8) # H, W, 3 + + return color_map + +def _blend_image(image, color_map, a=0.7): + color_map = cv2.resize(color_map, (image.shape[1], image.shape[0])) + ret = np.clip(image * (1 - a) + color_map * a, 0, 255).astype(np.uint8) + return ret + +def _blend_image_heatmaps(image, color_maps, a=0.7): + merges = np.zeros((image.shape[0], image.shape[1], 3), np.float32) + for color_map in color_maps: + color_map = cv2.resize(color_map, (image.shape[1], image.shape[0])) + merges = np.maximum(merges, color_map) + ret = np.clip(image * (1 - a) + merges * a, 0, 255).astype(np.uint8) + return ret + +def _decompose_level(x, shapes_per_level, N): + ''' + x: LNHiWi x C + ''' + x = x.view(x.shape[0], -1) + ret = [] + st = 0 + for l in range(len(shapes_per_level)): + ret.append([]) + h = shapes_per_level[l][0].int().item() + w = shapes_per_level[l][1].int().item() + for i in range(N): + ret[l].append(x[st + h * w * i:st + h * w * (i + 1)].view( + h, w, -1).permute(2, 0, 1)) + st += h * w * N + return ret + +def _imagelist_to_tensor(images): + images = [x for x in images] + image_sizes = [x.shape[-2:] for x in images] + h = max([size[0] for size in image_sizes]) + w = max([size[1] for size in image_sizes]) + S = 32 + h, w = ((h - 1) // S + 1) * S, ((w - 1) // S + 1) * S + images = [F.pad(x, (0, w - x.shape[2], 0, h - x.shape[1], 0, 0)) \ + for x in images] + images = torch.stack(images) + return images + + +def _ind2il(ind, shapes_per_level, N): + r = ind + l = 0 + S = 0 + while r - S >= N * shapes_per_level[l][0] * shapes_per_level[l][1]: + S += N * shapes_per_level[l][0] * shapes_per_level[l][1] + l += 1 + i = (r - S) // (shapes_per_level[l][0] * shapes_per_level[l][1]) + return i, l + +def debug_train( + images, gt_instances, flattened_hms, reg_targets, labels, pos_inds, + shapes_per_level, locations, strides): + ''' + images: N x 3 x H x W + flattened_hms: LNHiWi x C + shapes_per_level: L x 2 [(H_i, W_i)] + locations: LNHiWi x 2 + ''' + reg_inds = torch.nonzero( + reg_targets.max(dim=1)[0] > 0).squeeze(1) + N = len(images) + images = _imagelist_to_tensor(images) + repeated_locations = [torch.cat([loc] * N, dim=0) \ + for loc in locations] + locations = torch.cat(repeated_locations, dim=0) + gt_hms = _decompose_level(flattened_hms, shapes_per_level, N) + masks = flattened_hms.new_zeros((flattened_hms.shape[0], 1)) + masks[pos_inds] = 1 + masks = _decompose_level(masks, shapes_per_level, N) + for i in range(len(images)): + image = images[i].detach().cpu().numpy().transpose(1, 2, 0) + color_maps = [] + for l in range(len(gt_hms)): + color_map = _get_color_image( + gt_hms[l][i].detach().cpu().numpy()) + color_maps.append(color_map) + cv2.imshow('gthm_{}'.format(l), color_map) + blend = _blend_image_heatmaps(image.copy(), color_maps) + if gt_instances is not None: + bboxes = gt_instances[i].gt_boxes.tensor + for j in range(len(bboxes)): + bbox = bboxes[j] + cv2.rectangle( + blend, + (int(bbox[0]), int(bbox[1])), + (int(bbox[2]), int(bbox[3])), + (0, 0, 255), 3, cv2.LINE_AA) + + for j in range(len(pos_inds)): + image_id, l = _ind2il(pos_inds[j], shapes_per_level, N) + if image_id != i: + continue + loc = locations[pos_inds[j]] + cv2.drawMarker( + blend, (int(loc[0]), int(loc[1])), (0, 255, 255), + markerSize=(l + 1) * 16) + + for j in range(len(reg_inds)): + image_id, l = _ind2il(reg_inds[j], shapes_per_level, N) + if image_id != i: + continue + ltrb = reg_targets[reg_inds[j]] + ltrb *= strides[l] + loc = locations[reg_inds[j]] + bbox = [(loc[0] - ltrb[0]), (loc[1] - ltrb[1]), + (loc[0] + ltrb[2]), (loc[1] + ltrb[3])] + cv2.rectangle( + blend, + (int(bbox[0]), int(bbox[1])), + (int(bbox[2]), int(bbox[3])), + (255, 0, 0), 1, cv2.LINE_AA) + cv2.circle(blend, (int(loc[0]), int(loc[1])), 2, (255, 0, 0), -1) + + cv2.imshow('blend', blend) + cv2.waitKey() + + +def debug_test( + images, logits_pred, reg_pred, agn_hm_pred=[], preds=[], + vis_thresh=0.3, debug_show_name=False, mult_agn=False): + ''' + images: N x 3 x H x W + class_target: LNHiWi x C + cat_agn_heatmap: LNHiWi + shapes_per_level: L x 2 [(H_i, W_i)] + ''' + N = len(images) + for i in range(len(images)): + image = images[i].detach().cpu().numpy().transpose(1, 2, 0) + result = image.copy().astype(np.uint8) + pred_image = image.copy().astype(np.uint8) + color_maps = [] + L = len(logits_pred) + for l in range(L): + if logits_pred[0] is not None: + stride = min(image.shape[0], image.shape[1]) / min( + logits_pred[l][i].shape[1], logits_pred[l][i].shape[2]) + else: + stride = min(image.shape[0], image.shape[1]) / min( + agn_hm_pred[l][i].shape[1], agn_hm_pred[l][i].shape[2]) + stride = stride if stride < 60 else 64 if stride < 100 else 128 + if logits_pred[0] is not None: + if mult_agn: + logits_pred[l][i] = logits_pred[l][i] * agn_hm_pred[l][i] + color_map = _get_color_image( + logits_pred[l][i].detach().cpu().numpy()) + color_maps.append(color_map) + cv2.imshow('predhm_{}'.format(l), color_map) + + if debug_show_name: + from detectron2.data.datasets.lvis_v1_categories import LVIS_CATEGORIES + cat2name = [x['name'] for x in LVIS_CATEGORIES] + for j in range(len(preds[i].scores) if preds is not None else 0): + if preds[i].scores[j] > vis_thresh: + bbox = preds[i].proposal_boxes[j] \ + if preds[i].has('proposal_boxes') else \ + preds[i].pred_boxes[j] + bbox = bbox.tensor[0].detach().cpu().numpy().astype(np.int32) + cat = int(preds[i].pred_classes[j]) \ + if preds[i].has('pred_classes') else 0 + cl = COLORS[cat, 0, 0] + cv2.rectangle( + pred_image, (int(bbox[0]), int(bbox[1])), + (int(bbox[2]), int(bbox[3])), + (int(cl[0]), int(cl[1]), int(cl[2])), 2, cv2.LINE_AA) + if debug_show_name: + txt = '{}{:.1f}'.format( + cat2name[cat] if cat > 0 else '', + preds[i].scores[j]) + font = cv2.FONT_HERSHEY_SIMPLEX + cat_size = cv2.getTextSize(txt, font, 0.5, 2)[0] + cv2.rectangle( + pred_image, + (int(bbox[0]), int(bbox[1] - cat_size[1] - 2)), + (int(bbox[0] + cat_size[0]), int(bbox[1] - 2)), + (int(cl[0]), int(cl[1]), int(cl[2])), -1) + cv2.putText( + pred_image, txt, (int(bbox[0]), int(bbox[1] - 2)), + font, 0.5, (0, 0, 0), thickness=1, lineType=cv2.LINE_AA) + + + if agn_hm_pred[l] is not None: + agn_hm_ = agn_hm_pred[l][i, 0, :, :, None].detach().cpu().numpy() + agn_hm_ = (agn_hm_ * np.array([255, 255, 255]).reshape( + 1, 1, 3)).astype(np.uint8) + cv2.imshow('agn_hm_{}'.format(l), agn_hm_) + blend = _blend_image_heatmaps(image.copy(), color_maps) + cv2.imshow('blend', blend) + cv2.imshow('preds', pred_image) + cv2.waitKey() + +global cnt +cnt = 0 + +def debug_second_stage(images, instances, proposals=None, vis_thresh=0.3, + save_debug=False, debug_show_name=False, image_labels=[], + save_debug_path='output/save_debug/', + bgr=False): + images = _imagelist_to_tensor(images) + if 'COCO' in save_debug_path: + from detectron2.data.datasets.builtin_meta import COCO_CATEGORIES + cat2name = [x['name'] for x in COCO_CATEGORIES] + else: + from detectron2.data.datasets.lvis_v1_categories import LVIS_CATEGORIES + cat2name = ['({}){}'.format(x['frequency'], x['name']) \ + for x in LVIS_CATEGORIES] + for i in range(len(images)): + image = images[i].detach().cpu().numpy().transpose(1, 2, 0).astype(np.uint8).copy() + if bgr: + image = image[:, :, ::-1].copy() + if instances[i].has('gt_boxes'): + bboxes = instances[i].gt_boxes.tensor.cpu().numpy() + scores = np.ones(bboxes.shape[0]) + cats = instances[i].gt_classes.cpu().numpy() + else: + bboxes = instances[i].pred_boxes.tensor.cpu().numpy() + scores = instances[i].scores.cpu().numpy() + cats = instances[i].pred_classes.cpu().numpy() + for j in range(len(bboxes)): + if scores[j] > vis_thresh: + bbox = bboxes[j] + cl = COLORS[cats[j], 0, 0] + cl = (int(cl[0]), int(cl[1]), int(cl[2])) + cv2.rectangle( + image, + (int(bbox[0]), int(bbox[1])), + (int(bbox[2]), int(bbox[3])), + cl, 2, cv2.LINE_AA) + if debug_show_name: + cat = cats[j] + txt = '{}{:.1f}'.format( + cat2name[cat] if cat > 0 else '', + scores[j]) + font = cv2.FONT_HERSHEY_SIMPLEX + cat_size = cv2.getTextSize(txt, font, 0.5, 2)[0] + cv2.rectangle( + image, + (int(bbox[0]), int(bbox[1] - cat_size[1] - 2)), + (int(bbox[0] + cat_size[0]), int(bbox[1] - 2)), + (int(cl[0]), int(cl[1]), int(cl[2])), -1) + cv2.putText( + image, txt, (int(bbox[0]), int(bbox[1] - 2)), + font, 0.5, (0, 0, 0), thickness=1, lineType=cv2.LINE_AA) + if proposals is not None: + proposal_image = images[i].detach().cpu().numpy().transpose(1, 2, 0).astype(np.uint8).copy() + if bgr: + proposal_image = proposal_image.copy() + else: + proposal_image = proposal_image[:, :, ::-1].copy() + bboxes = proposals[i].proposal_boxes.tensor.cpu().numpy() + if proposals[i].has('scores'): + scores = proposals[i].scores.detach().cpu().numpy() + else: + scores = proposals[i].objectness_logits.detach().cpu().numpy() + # selected = -1 + # if proposals[i].has('image_loss'): + # selected = proposals[i].image_loss.argmin() + if proposals[i].has('selected'): + selected = proposals[i].selected + else: + selected = [-1 for _ in range(len(bboxes))] + for j in range(len(bboxes)): + if scores[j] > vis_thresh or selected[j] >= 0: + bbox = bboxes[j] + cl = (209, 159, 83) + th = 2 + if selected[j] >= 0: + cl = (0, 0, 0xa4) + th = 4 + cv2.rectangle( + proposal_image, + (int(bbox[0]), int(bbox[1])), + (int(bbox[2]), int(bbox[3])), + cl, th, cv2.LINE_AA) + if selected[j] >= 0 and debug_show_name: + cat = selected[j].item() + txt = '{}'.format(cat2name[cat]) + font = cv2.FONT_HERSHEY_SIMPLEX + cat_size = cv2.getTextSize(txt, font, 0.5, 2)[0] + cv2.rectangle( + proposal_image, + (int(bbox[0]), int(bbox[1] - cat_size[1] - 2)), + (int(bbox[0] + cat_size[0]), int(bbox[1] - 2)), + (int(cl[0]), int(cl[1]), int(cl[2])), -1) + cv2.putText( + proposal_image, txt, + (int(bbox[0]), int(bbox[1] - 2)), + font, 0.5, (0, 0, 0), thickness=1, + lineType=cv2.LINE_AA) + + if save_debug: + global cnt + cnt = (cnt + 1) % 5000 + if not os.path.exists(save_debug_path): + os.mkdir(save_debug_path) + save_name = '{}/{:05d}.jpg'.format(save_debug_path, cnt) + if i < len(image_labels): + image_label = image_labels[i] + save_name = '{}/{:05d}'.format(save_debug_path, cnt) + for x in image_label: + class_name = cat2name[x] + save_name = save_name + '|{}'.format(class_name) + save_name = save_name + '.jpg' + cv2.imwrite(save_name, proposal_image) + else: + cv2.imshow('image', image) + if proposals is not None: + cv2.imshow('proposals', proposal_image) + cv2.waitKey() \ No newline at end of file diff --git a/detic/modeling/meta_arch/custom_rcnn.py b/detic/modeling/meta_arch/custom_rcnn.py new file mode 100644 index 0000000000000000000000000000000000000000..9a5ac721d42e40a8b4f28508b10a932cef827fcf --- /dev/null +++ b/detic/modeling/meta_arch/custom_rcnn.py @@ -0,0 +1,232 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import copy +import logging +import numpy as np +from typing import Dict, List, Optional, Tuple +import torch +from torch import nn +import json +from detectron2.utils.events import get_event_storage +from detectron2.config import configurable +from detectron2.structures import ImageList, Instances, Boxes +import detectron2.utils.comm as comm + +from detectron2.modeling.meta_arch.build import META_ARCH_REGISTRY +from detectron2.modeling.meta_arch.rcnn import GeneralizedRCNN +from detectron2.modeling.postprocessing import detector_postprocess +from detectron2.utils.visualizer import Visualizer, _create_text_labels +from detectron2.data.detection_utils import convert_image_to_rgb + +from torch.cuda.amp import autocast +from ..text.text_encoder import build_text_encoder +from ..utils import load_class_freq, get_fed_loss_inds + +@META_ARCH_REGISTRY.register() +class CustomRCNN(GeneralizedRCNN): + ''' + Add image labels + ''' + @configurable + def __init__( + self, + with_image_labels = False, + dataset_loss_weight = [], + fp16 = False, + sync_caption_batch = False, + roi_head_name = '', + cap_batch_ratio = 4, + with_caption = False, + dynamic_classifier = False, + **kwargs): + """ + """ + self.with_image_labels = with_image_labels + self.dataset_loss_weight = dataset_loss_weight + self.fp16 = fp16 + self.with_caption = with_caption + self.sync_caption_batch = sync_caption_batch + self.roi_head_name = roi_head_name + self.cap_batch_ratio = cap_batch_ratio + self.dynamic_classifier = dynamic_classifier + self.return_proposal = False + if self.dynamic_classifier: + self.freq_weight = kwargs.pop('freq_weight') + self.num_classes = kwargs.pop('num_classes') + self.num_sample_cats = kwargs.pop('num_sample_cats') + super().__init__(**kwargs) + assert self.proposal_generator is not None + if self.with_caption: + assert not self.dynamic_classifier + self.text_encoder = build_text_encoder(pretrain=True) + for v in self.text_encoder.parameters(): + v.requires_grad = False + + + @classmethod + def from_config(cls, cfg): + ret = super().from_config(cfg) + ret.update({ + 'with_image_labels': cfg.WITH_IMAGE_LABELS, + 'dataset_loss_weight': cfg.MODEL.DATASET_LOSS_WEIGHT, + 'fp16': cfg.FP16, + 'with_caption': cfg.MODEL.WITH_CAPTION, + 'sync_caption_batch': cfg.MODEL.SYNC_CAPTION_BATCH, + 'dynamic_classifier': cfg.MODEL.DYNAMIC_CLASSIFIER, + 'roi_head_name': cfg.MODEL.ROI_HEADS.NAME, + 'cap_batch_ratio': cfg.MODEL.CAP_BATCH_RATIO, + }) + if ret['dynamic_classifier']: + ret['freq_weight'] = load_class_freq( + cfg.MODEL.ROI_BOX_HEAD.CAT_FREQ_PATH, + cfg.MODEL.ROI_BOX_HEAD.FED_LOSS_FREQ_WEIGHT) + ret['num_classes'] = cfg.MODEL.ROI_HEADS.NUM_CLASSES + ret['num_sample_cats'] = cfg.MODEL.NUM_SAMPLE_CATS + return ret + + + def inference( + self, + batched_inputs: Tuple[Dict[str, torch.Tensor]], + detected_instances: Optional[List[Instances]] = None, + do_postprocess: bool = True, + ): + assert not self.training + assert detected_instances is None + + images = self.preprocess_image(batched_inputs) + features = self.backbone(images.tensor) + proposals, _ = self.proposal_generator(images, features, None) + results, _ = self.roi_heads(images, features, proposals) + if do_postprocess: + assert not torch.jit.is_scripting(), \ + "Scripting is not supported for postprocess." + return CustomRCNN._postprocess( + results, batched_inputs, images.image_sizes) + else: + return results + + + def forward(self, batched_inputs: List[Dict[str, torch.Tensor]]): + """ + Add ann_type + Ignore proposal loss when training with image labels + """ + if not self.training: + return self.inference(batched_inputs) + + images = self.preprocess_image(batched_inputs) + + ann_type = 'box' + gt_instances = [x["instances"].to(self.device) for x in batched_inputs] + if self.with_image_labels: + for inst, x in zip(gt_instances, batched_inputs): + inst._ann_type = x['ann_type'] + inst._pos_category_ids = x['pos_category_ids'] + ann_types = [x['ann_type'] for x in batched_inputs] + assert len(set(ann_types)) == 1 + ann_type = ann_types[0] + if ann_type in ['prop', 'proptag']: + for t in gt_instances: + t.gt_classes *= 0 + + if self.fp16: # TODO (zhouxy): improve + with autocast(): + features = self.backbone(images.tensor.half()) + features = {k: v.float() for k, v in features.items()} + else: + features = self.backbone(images.tensor) + + cls_features, cls_inds, caption_features = None, None, None + + if self.with_caption and 'caption' in ann_type: + inds = [torch.randint(len(x['captions']), (1,))[0].item() \ + for x in batched_inputs] + caps = [x['captions'][ind] for ind, x in zip(inds, batched_inputs)] + caption_features = self.text_encoder(caps).float() + if self.sync_caption_batch: + caption_features = self._sync_caption_features( + caption_features, ann_type, len(batched_inputs)) + + if self.dynamic_classifier and ann_type != 'caption': + cls_inds = self._sample_cls_inds(gt_instances, ann_type) # inds, inv_inds + ind_with_bg = cls_inds[0].tolist() + [-1] + cls_features = self.roi_heads.box_predictor[ + 0].cls_score.zs_weight[:, ind_with_bg].permute(1, 0).contiguous() + + classifier_info = cls_features, cls_inds, caption_features + proposals, proposal_losses = self.proposal_generator( + images, features, gt_instances) + + if self.roi_head_name in ['StandardROIHeads', 'CascadeROIHeads']: + proposals, detector_losses = self.roi_heads( + images, features, proposals, gt_instances) + else: + proposals, detector_losses = self.roi_heads( + images, features, proposals, gt_instances, + ann_type=ann_type, classifier_info=classifier_info) + + if self.vis_period > 0: + storage = get_event_storage() + if storage.iter % self.vis_period == 0: + self.visualize_training(batched_inputs, proposals) + + losses = {} + losses.update(detector_losses) + if self.with_image_labels: + if ann_type in ['box', 'prop', 'proptag']: + losses.update(proposal_losses) + else: # ignore proposal loss for non-bbox data + losses.update({k: v * 0 for k, v in proposal_losses.items()}) + else: + losses.update(proposal_losses) + if len(self.dataset_loss_weight) > 0: + dataset_sources = [x['dataset_source'] for x in batched_inputs] + assert len(set(dataset_sources)) == 1 + dataset_source = dataset_sources[0] + for k in losses: + losses[k] *= self.dataset_loss_weight[dataset_source] + + if self.return_proposal: + return proposals, losses + else: + return losses + + + def _sync_caption_features(self, caption_features, ann_type, BS): + has_caption_feature = (caption_features is not None) + BS = (BS * self.cap_batch_ratio) if (ann_type == 'box') else BS + rank = torch.full( + (BS, 1), comm.get_rank(), dtype=torch.float32, + device=self.device) + if not has_caption_feature: + caption_features = rank.new_zeros((BS, 512)) + caption_features = torch.cat([caption_features, rank], dim=1) + global_caption_features = comm.all_gather(caption_features) + caption_features = torch.cat( + [x.to(self.device) for x in global_caption_features], dim=0) \ + if has_caption_feature else None # (NB) x (D + 1) + return caption_features + + + def _sample_cls_inds(self, gt_instances, ann_type='box'): + if ann_type == 'box': + gt_classes = torch.cat( + [x.gt_classes for x in gt_instances]) + C = len(self.freq_weight) + freq_weight = self.freq_weight + else: + gt_classes = torch.cat( + [torch.tensor( + x._pos_category_ids, + dtype=torch.long, device=x.gt_classes.device) \ + for x in gt_instances]) + C = self.num_classes + freq_weight = None + assert gt_classes.max() < C, '{} {}'.format(gt_classes.max(), C) + inds = get_fed_loss_inds( + gt_classes, self.num_sample_cats, C, + weight=freq_weight) + cls_id_map = gt_classes.new_full( + (self.num_classes + 1,), len(inds)) + cls_id_map[inds] = torch.arange(len(inds), device=cls_id_map.device) + return inds, cls_id_map \ No newline at end of file diff --git a/detic/modeling/meta_arch/d2_deformable_detr.py b/detic/modeling/meta_arch/d2_deformable_detr.py new file mode 100644 index 0000000000000000000000000000000000000000..47ff220fc3946d1bf68fad87076589e46b274ef3 --- /dev/null +++ b/detic/modeling/meta_arch/d2_deformable_detr.py @@ -0,0 +1,308 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import torch +import torch.nn.functional as F +from torch import nn +import math + +from detectron2.modeling import META_ARCH_REGISTRY, build_backbone +from detectron2.structures import Boxes, Instances +from ..utils import load_class_freq, get_fed_loss_inds + +from models.backbone import Joiner +from models.deformable_detr import DeformableDETR, SetCriterion, MLP +from models.deformable_detr import _get_clones +from models.matcher import HungarianMatcher +from models.position_encoding import PositionEmbeddingSine +from models.deformable_transformer import DeformableTransformer +from models.segmentation import sigmoid_focal_loss +from util.box_ops import box_cxcywh_to_xyxy, box_xyxy_to_cxcywh +from util.misc import NestedTensor, accuracy + + +__all__ = ["DeformableDetr"] + +class CustomSetCriterion(SetCriterion): + def __init__(self, num_classes, matcher, weight_dict, losses, \ + focal_alpha=0.25, use_fed_loss=False): + super().__init__(num_classes, matcher, weight_dict, losses, focal_alpha) + self.use_fed_loss = use_fed_loss + if self.use_fed_loss: + self.register_buffer( + 'fed_loss_weight', load_class_freq(freq_weight=0.5)) + + def loss_labels(self, outputs, targets, indices, num_boxes, log=True): + """Classification loss (NLL) + targets dicts must contain the key "labels" containing a tensor of dim [nb_target_boxes] + """ + assert 'pred_logits' in outputs + src_logits = outputs['pred_logits'] + + idx = self._get_src_permutation_idx(indices) + target_classes_o = torch.cat([t["labels"][J] for t, (_, J) in zip(targets, indices)]) + target_classes = torch.full(src_logits.shape[:2], self.num_classes, + dtype=torch.int64, device=src_logits.device) + target_classes[idx] = target_classes_o + + target_classes_onehot = torch.zeros( + [src_logits.shape[0], src_logits.shape[1], src_logits.shape[2] + 1], + dtype=src_logits.dtype, layout=src_logits.layout, + device=src_logits.device) + target_classes_onehot.scatter_(2, target_classes.unsqueeze(-1), 1) + + target_classes_onehot = target_classes_onehot[:,:,:-1] # B x N x C + if self.use_fed_loss: + inds = get_fed_loss_inds( + gt_classes=target_classes_o, + num_sample_cats=50, + weight=self.fed_loss_weight, + C=target_classes_onehot.shape[2]) + loss_ce = sigmoid_focal_loss( + src_logits[:, :, inds], + target_classes_onehot[:, :, inds], + num_boxes, + alpha=self.focal_alpha, + gamma=2) * src_logits.shape[1] + else: + loss_ce = sigmoid_focal_loss( + src_logits, target_classes_onehot, num_boxes, + alpha=self.focal_alpha, + gamma=2) * src_logits.shape[1] + losses = {'loss_ce': loss_ce} + + if log: + # TODO this should probably be a separate loss, not hacked in this one here + losses['class_error'] = 100 - accuracy(src_logits[idx], target_classes_o)[0] + return losses + + +class MaskedBackbone(nn.Module): + """ This is a thin wrapper around D2's backbone to provide padding masking""" + + def __init__(self, cfg): + super().__init__() + self.backbone = build_backbone(cfg) + backbone_shape = self.backbone.output_shape() + self.feature_strides = [backbone_shape[f].stride for f in backbone_shape.keys()] + self.strides = [backbone_shape[f].stride for f in backbone_shape.keys()] + self.num_channels = [backbone_shape[x].channels for x in backbone_shape.keys()] + + def forward(self, tensor_list: NestedTensor): + xs = self.backbone(tensor_list.tensors) + out = {} + for name, x in xs.items(): + m = tensor_list.mask + assert m is not None + mask = F.interpolate(m[None].float(), size=x.shape[-2:]).to(torch.bool)[0] + out[name] = NestedTensor(x, mask) + return out + +@META_ARCH_REGISTRY.register() +class DeformableDetr(nn.Module): + """ + Implement Deformable Detr + """ + + def __init__(self, cfg): + super().__init__() + self.with_image_labels = cfg.WITH_IMAGE_LABELS + self.weak_weight = cfg.MODEL.DETR.WEAK_WEIGHT + + self.device = torch.device(cfg.MODEL.DEVICE) + self.test_topk = cfg.TEST.DETECTIONS_PER_IMAGE + self.num_classes = cfg.MODEL.DETR.NUM_CLASSES + self.mask_on = cfg.MODEL.MASK_ON + hidden_dim = cfg.MODEL.DETR.HIDDEN_DIM + num_queries = cfg.MODEL.DETR.NUM_OBJECT_QUERIES + + # Transformer parameters: + nheads = cfg.MODEL.DETR.NHEADS + dropout = cfg.MODEL.DETR.DROPOUT + dim_feedforward = cfg.MODEL.DETR.DIM_FEEDFORWARD + enc_layers = cfg.MODEL.DETR.ENC_LAYERS + dec_layers = cfg.MODEL.DETR.DEC_LAYERS + num_feature_levels = cfg.MODEL.DETR.NUM_FEATURE_LEVELS + two_stage = cfg.MODEL.DETR.TWO_STAGE + with_box_refine = cfg.MODEL.DETR.WITH_BOX_REFINE + + # Loss parameters: + giou_weight = cfg.MODEL.DETR.GIOU_WEIGHT + l1_weight = cfg.MODEL.DETR.L1_WEIGHT + deep_supervision = cfg.MODEL.DETR.DEEP_SUPERVISION + cls_weight = cfg.MODEL.DETR.CLS_WEIGHT + focal_alpha = cfg.MODEL.DETR.FOCAL_ALPHA + + N_steps = hidden_dim // 2 + d2_backbone = MaskedBackbone(cfg) + backbone = Joiner(d2_backbone, PositionEmbeddingSine(N_steps, normalize=True)) + + transformer = DeformableTransformer( + d_model=hidden_dim, + nhead=nheads, + num_encoder_layers=enc_layers, + num_decoder_layers=dec_layers, + dim_feedforward=dim_feedforward, + dropout=dropout, + activation="relu", + return_intermediate_dec=True, + num_feature_levels=num_feature_levels, + dec_n_points=4, + enc_n_points=4, + two_stage=two_stage, + two_stage_num_proposals=num_queries) + + self.detr = DeformableDETR( + backbone, transformer, num_classes=self.num_classes, + num_queries=num_queries, + num_feature_levels=num_feature_levels, + aux_loss=deep_supervision, + with_box_refine=with_box_refine, + two_stage=two_stage, + ) + + if self.mask_on: + assert 0, 'Mask is not supported yet :(' + + matcher = HungarianMatcher( + cost_class=cls_weight, cost_bbox=l1_weight, cost_giou=giou_weight) + weight_dict = {"loss_ce": cls_weight, "loss_bbox": l1_weight} + weight_dict["loss_giou"] = giou_weight + if deep_supervision: + aux_weight_dict = {} + for i in range(dec_layers - 1): + aux_weight_dict.update({k + f"_{i}": v for k, v in weight_dict.items()}) + weight_dict.update(aux_weight_dict) + print('weight_dict', weight_dict) + losses = ["labels", "boxes", "cardinality"] + if self.mask_on: + losses += ["masks"] + self.criterion = CustomSetCriterion( + self.num_classes, matcher=matcher, weight_dict=weight_dict, + focal_alpha=focal_alpha, + losses=losses, + use_fed_loss=cfg.MODEL.DETR.USE_FED_LOSS + ) + pixel_mean = torch.Tensor(cfg.MODEL.PIXEL_MEAN).to(self.device).view(3, 1, 1) + pixel_std = torch.Tensor(cfg.MODEL.PIXEL_STD).to(self.device).view(3, 1, 1) + self.normalizer = lambda x: (x - pixel_mean) / pixel_std + + + def forward(self, batched_inputs): + """ + Args: + Returns: + dict[str: Tensor]: + mapping from a named loss to a tensor storing the loss. Used during training only. + """ + images = self.preprocess_image(batched_inputs) + output = self.detr(images) + if self.training: + gt_instances = [x["instances"].to(self.device) for x in batched_inputs] + targets = self.prepare_targets(gt_instances) + loss_dict = self.criterion(output, targets) + weight_dict = self.criterion.weight_dict + for k in loss_dict.keys(): + if k in weight_dict: + loss_dict[k] *= weight_dict[k] + if self.with_image_labels: + if batched_inputs[0]['ann_type'] in ['image', 'captiontag']: + loss_dict['loss_image'] = self.weak_weight * self._weak_loss( + output, batched_inputs) + else: + loss_dict['loss_image'] = images[0].new_zeros( + [1], dtype=torch.float32)[0] + # import pdb; pdb.set_trace() + return loss_dict + else: + image_sizes = output["pred_boxes"].new_tensor( + [(t["height"], t["width"]) for t in batched_inputs]) + results = self.post_process(output, image_sizes) + return results + + + def prepare_targets(self, targets): + new_targets = [] + for targets_per_image in targets: + h, w = targets_per_image.image_size + image_size_xyxy = torch.as_tensor([w, h, w, h], dtype=torch.float, device=self.device) + gt_classes = targets_per_image.gt_classes + gt_boxes = targets_per_image.gt_boxes.tensor / image_size_xyxy + gt_boxes = box_xyxy_to_cxcywh(gt_boxes) + new_targets.append({"labels": gt_classes, "boxes": gt_boxes}) + if self.mask_on and hasattr(targets_per_image, 'gt_masks'): + assert 0, 'Mask is not supported yet :(' + gt_masks = targets_per_image.gt_masks + gt_masks = convert_coco_poly_to_mask(gt_masks.polygons, h, w) + new_targets[-1].update({'masks': gt_masks}) + return new_targets + + + def post_process(self, outputs, target_sizes): + """ + """ + out_logits, out_bbox = outputs['pred_logits'], outputs['pred_boxes'] + assert len(out_logits) == len(target_sizes) + assert target_sizes.shape[1] == 2 + + prob = out_logits.sigmoid() + topk_values, topk_indexes = torch.topk( + prob.view(out_logits.shape[0], -1), self.test_topk, dim=1) + scores = topk_values + topk_boxes = topk_indexes // out_logits.shape[2] + labels = topk_indexes % out_logits.shape[2] + boxes = box_cxcywh_to_xyxy(out_bbox) + boxes = torch.gather(boxes, 1, topk_boxes.unsqueeze(-1).repeat(1,1,4)) + + # and from relative [0, 1] to absolute [0, height] coordinates + img_h, img_w = target_sizes.unbind(1) + scale_fct = torch.stack([img_w, img_h, img_w, img_h], dim=1) + boxes = boxes * scale_fct[:, None, :] + + results = [] + for s, l, b, size in zip(scores, labels, boxes, target_sizes): + r = Instances((size[0], size[1])) + r.pred_boxes = Boxes(b) + r.scores = s + r.pred_classes = l + results.append({'instances': r}) + return results + + + def preprocess_image(self, batched_inputs): + """ + Normalize, pad and batch the input images. + """ + images = [self.normalizer(x["image"].to(self.device)) for x in batched_inputs] + return images + + + def _weak_loss(self, outputs, batched_inputs): + loss = 0 + for b, x in enumerate(batched_inputs): + labels = x['pos_category_ids'] + pred_logits = [outputs['pred_logits'][b]] + pred_boxes = [outputs['pred_boxes'][b]] + for xx in outputs['aux_outputs']: + pred_logits.append(xx['pred_logits'][b]) + pred_boxes.append(xx['pred_boxes'][b]) + pred_logits = torch.stack(pred_logits, dim=0) # L x N x C + pred_boxes = torch.stack(pred_boxes, dim=0) # L x N x 4 + for label in labels: + loss += self._max_size_loss( + pred_logits, pred_boxes, label) / len(labels) + loss = loss / len(batched_inputs) + return loss + + + def _max_size_loss(self, logits, boxes, label): + ''' + Inputs: + logits: L x N x C + boxes: L x N x 4 + ''' + target = logits.new_zeros((logits.shape[0], logits.shape[2])) + target[:, label] = 1. + sizes = boxes[..., 2] * boxes[..., 3] # L x N + ind = sizes.argmax(dim=1) # L + loss = F.binary_cross_entropy_with_logits( + logits[range(len(ind)), ind], target, reduction='sum') + return loss \ No newline at end of file diff --git a/detic/modeling/roi_heads/detic_fast_rcnn.py b/detic/modeling/roi_heads/detic_fast_rcnn.py new file mode 100644 index 0000000000000000000000000000000000000000..186822dd8f67ef9d991ee79101b3bf1243a722a5 --- /dev/null +++ b/detic/modeling/roi_heads/detic_fast_rcnn.py @@ -0,0 +1,595 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import logging +import math +import json +import numpy as np +from typing import Dict, Union +import torch +from fvcore.nn import giou_loss, smooth_l1_loss +from torch import nn +from torch.nn import functional as F +import fvcore.nn.weight_init as weight_init +import detectron2.utils.comm as comm +from detectron2.config import configurable +from detectron2.layers import ShapeSpec, batched_nms, cat, cross_entropy, nonzero_tuple +from detectron2.structures import Boxes, Instances +from detectron2.utils.events import get_event_storage +from detectron2.modeling.box_regression import Box2BoxTransform +from detectron2.modeling.roi_heads.fast_rcnn import FastRCNNOutputLayers +from detectron2.modeling.roi_heads.fast_rcnn import fast_rcnn_inference +from detectron2.modeling.roi_heads.fast_rcnn import _log_classification_stats + +from torch.cuda.amp import autocast +from ..utils import load_class_freq, get_fed_loss_inds +from .zero_shot_classifier import ZeroShotClassifier + +__all__ = ["DeticFastRCNNOutputLayers"] + + +class DeticFastRCNNOutputLayers(FastRCNNOutputLayers): + @configurable + def __init__( + self, + input_shape: ShapeSpec, + *, + mult_proposal_score=False, + cls_score=None, + sync_caption_batch = False, + use_sigmoid_ce = False, + use_fed_loss = False, + ignore_zero_cats = False, + fed_loss_num_cat = 50, + dynamic_classifier = False, + image_label_loss = '', + use_zeroshot_cls = False, + image_loss_weight = 0.1, + with_softmax_prop = False, + caption_weight = 1.0, + neg_cap_weight = 1.0, + add_image_box = False, + debug = False, + prior_prob = 0.01, + cat_freq_path = '', + fed_loss_freq_weight = 0.5, + softmax_weak_loss = False, + **kwargs, + ): + super().__init__( + input_shape=input_shape, + **kwargs, + ) + self.mult_proposal_score = mult_proposal_score + self.sync_caption_batch = sync_caption_batch + self.use_sigmoid_ce = use_sigmoid_ce + self.use_fed_loss = use_fed_loss + self.ignore_zero_cats = ignore_zero_cats + self.fed_loss_num_cat = fed_loss_num_cat + self.dynamic_classifier = dynamic_classifier + self.image_label_loss = image_label_loss + self.use_zeroshot_cls = use_zeroshot_cls + self.image_loss_weight = image_loss_weight + self.with_softmax_prop = with_softmax_prop + self.caption_weight = caption_weight + self.neg_cap_weight = neg_cap_weight + self.add_image_box = add_image_box + self.softmax_weak_loss = softmax_weak_loss + self.debug = debug + + if softmax_weak_loss: + assert image_label_loss in ['max_size'] + + if self.use_sigmoid_ce: + bias_value = -math.log((1 - prior_prob) / prior_prob) + nn.init.constant_(self.cls_score.bias, bias_value) + + if self.use_fed_loss or self.ignore_zero_cats: + freq_weight = load_class_freq(cat_freq_path, fed_loss_freq_weight) + self.register_buffer('freq_weight', freq_weight) + else: + self.freq_weight = None + + if self.use_fed_loss and len(self.freq_weight) < self.num_classes: + # assert self.num_classes == 11493 + print('Extending federated loss weight') + self.freq_weight = torch.cat( + [self.freq_weight, + self.freq_weight.new_zeros( + self.num_classes - len(self.freq_weight))] + ) + + assert (not self.dynamic_classifier) or (not self.use_fed_loss) + input_size = input_shape.channels * \ + (input_shape.width or 1) * (input_shape.height or 1) + + if self.use_zeroshot_cls: + del self.cls_score + del self.bbox_pred + assert cls_score is not None + self.cls_score = cls_score + self.bbox_pred = nn.Sequential( + nn.Linear(input_size, input_size), + nn.ReLU(inplace=True), + nn.Linear(input_size, 4) + ) + weight_init.c2_xavier_fill(self.bbox_pred[0]) + nn.init.normal_(self.bbox_pred[-1].weight, std=0.001) + nn.init.constant_(self.bbox_pred[-1].bias, 0) + + if self.with_softmax_prop: + self.prop_score = nn.Sequential( + nn.Linear(input_size, input_size), + nn.ReLU(inplace=True), + nn.Linear(input_size, self.num_classes + 1), + ) + weight_init.c2_xavier_fill(self.prop_score[0]) + nn.init.normal_(self.prop_score[-1].weight, mean=0, std=0.001) + nn.init.constant_(self.prop_score[-1].bias, 0) + + + @classmethod + def from_config(cls, cfg, input_shape): + ret = super().from_config(cfg, input_shape) + ret.update({ + 'mult_proposal_score': cfg.MODEL.ROI_BOX_HEAD.MULT_PROPOSAL_SCORE, + 'sync_caption_batch': cfg.MODEL.SYNC_CAPTION_BATCH, + 'use_sigmoid_ce': cfg.MODEL.ROI_BOX_HEAD.USE_SIGMOID_CE, + 'use_fed_loss': cfg.MODEL.ROI_BOX_HEAD.USE_FED_LOSS, + 'ignore_zero_cats': cfg.MODEL.ROI_BOX_HEAD.IGNORE_ZERO_CATS, + 'fed_loss_num_cat': cfg.MODEL.ROI_BOX_HEAD.FED_LOSS_NUM_CAT, + 'dynamic_classifier': cfg.MODEL.DYNAMIC_CLASSIFIER, + 'image_label_loss': cfg.MODEL.ROI_BOX_HEAD.IMAGE_LABEL_LOSS, + 'use_zeroshot_cls': cfg.MODEL.ROI_BOX_HEAD.USE_ZEROSHOT_CLS, + 'image_loss_weight': cfg.MODEL.ROI_BOX_HEAD.IMAGE_LOSS_WEIGHT, + 'with_softmax_prop': cfg.MODEL.ROI_BOX_HEAD.WITH_SOFTMAX_PROP, + 'caption_weight': cfg.MODEL.ROI_BOX_HEAD.CAPTION_WEIGHT, + 'neg_cap_weight': cfg.MODEL.ROI_BOX_HEAD.NEG_CAP_WEIGHT, + 'add_image_box': cfg.MODEL.ROI_BOX_HEAD.ADD_IMAGE_BOX, + 'debug': cfg.DEBUG or cfg.SAVE_DEBUG or cfg.IS_DEBUG, + 'prior_prob': cfg.MODEL.ROI_BOX_HEAD.PRIOR_PROB, + 'cat_freq_path': cfg.MODEL.ROI_BOX_HEAD.CAT_FREQ_PATH, + 'fed_loss_freq_weight': cfg.MODEL.ROI_BOX_HEAD.FED_LOSS_FREQ_WEIGHT, + 'softmax_weak_loss': cfg.MODEL.ROI_BOX_HEAD.SOFTMAX_WEAK_LOSS, + }) + if ret['use_zeroshot_cls']: + ret['cls_score'] = ZeroShotClassifier(cfg, input_shape) + return ret + + def losses(self, predictions, proposals, \ + use_advanced_loss=True, + classifier_info=(None,None,None)): + """ + enable advanced loss + """ + scores, proposal_deltas = predictions + gt_classes = ( + cat([p.gt_classes for p in proposals], dim=0) if len(proposals) else torch.empty(0) + ) + num_classes = self.num_classes + if self.dynamic_classifier: + _, cls_id_map = classifier_info[1] + gt_classes = cls_id_map[gt_classes] + num_classes = scores.shape[1] - 1 + assert cls_id_map[self.num_classes] == num_classes + _log_classification_stats(scores, gt_classes) + + if len(proposals): + proposal_boxes = cat([p.proposal_boxes.tensor for p in proposals], dim=0) # Nx4 + assert not proposal_boxes.requires_grad, "Proposals should not require gradients!" + gt_boxes = cat( + [(p.gt_boxes if p.has("gt_boxes") else p.proposal_boxes).tensor for p in proposals], + dim=0, + ) + else: + proposal_boxes = gt_boxes = torch.empty((0, 4), device=proposal_deltas.device) + + if self.use_sigmoid_ce: + loss_cls = self.sigmoid_cross_entropy_loss(scores, gt_classes) + else: + loss_cls = self.softmax_cross_entropy_loss(scores, gt_classes) + return { + "loss_cls": loss_cls, + "loss_box_reg": self.box_reg_loss( + proposal_boxes, gt_boxes, proposal_deltas, gt_classes, + num_classes=num_classes) + } + + + def sigmoid_cross_entropy_loss(self, pred_class_logits, gt_classes): + if pred_class_logits.numel() == 0: + return pred_class_logits.new_zeros([1])[0] # This is more robust than .sum() * 0. + + B = pred_class_logits.shape[0] + C = pred_class_logits.shape[1] - 1 + + target = pred_class_logits.new_zeros(B, C + 1) + target[range(len(gt_classes)), gt_classes] = 1 # B x (C + 1) + target = target[:, :C] # B x C + + weight = 1 + + if self.use_fed_loss and (self.freq_weight is not None): # fedloss + appeared = get_fed_loss_inds( + gt_classes, + num_sample_cats=self.fed_loss_num_cat, + C=C, + weight=self.freq_weight) + appeared_mask = appeared.new_zeros(C + 1) + appeared_mask[appeared] = 1 # C + 1 + appeared_mask = appeared_mask[:C] + fed_w = appeared_mask.view(1, C).expand(B, C) + weight = weight * fed_w.float() + if self.ignore_zero_cats and (self.freq_weight is not None): + w = (self.freq_weight.view(-1) > 1e-4).float() + weight = weight * w.view(1, C).expand(B, C) + # import pdb; pdb.set_trace() + + cls_loss = F.binary_cross_entropy_with_logits( + pred_class_logits[:, :-1], target, reduction='none') # B x C + loss = torch.sum(cls_loss * weight) / B + return loss + + + def softmax_cross_entropy_loss(self, pred_class_logits, gt_classes): + """ + change _no_instance handling + """ + if pred_class_logits.numel() == 0: + return pred_class_logits.new_zeros([1])[0] + + if self.ignore_zero_cats and (self.freq_weight is not None): + zero_weight = torch.cat([ + (self.freq_weight.view(-1) > 1e-4).float(), + self.freq_weight.new_ones(1)]) # C + 1 + loss = F.cross_entropy( + pred_class_logits, gt_classes, + weight=zero_weight, reduction="mean") + elif self.use_fed_loss and (self.freq_weight is not None): # fedloss + C = pred_class_logits.shape[1] - 1 + appeared = get_fed_loss_inds( + gt_classes, + num_sample_cats=self.fed_loss_num_cat, + C=C, + weight=self.freq_weight) + appeared_mask = appeared.new_zeros(C + 1).float() + appeared_mask[appeared] = 1. # C + 1 + appeared_mask[C] = 1. + loss = F.cross_entropy( + pred_class_logits, gt_classes, + weight=appeared_mask, reduction="mean") + else: + loss = F.cross_entropy( + pred_class_logits, gt_classes, reduction="mean") + return loss + + + def box_reg_loss( + self, proposal_boxes, gt_boxes, pred_deltas, gt_classes, + num_classes=-1): + """ + Allow custom background index + """ + num_classes = num_classes if num_classes > 0 else self.num_classes + box_dim = proposal_boxes.shape[1] # 4 or 5 + fg_inds = nonzero_tuple((gt_classes >= 0) & (gt_classes < num_classes))[0] + if pred_deltas.shape[1] == box_dim: # cls-agnostic regression + fg_pred_deltas = pred_deltas[fg_inds] + else: + fg_pred_deltas = pred_deltas.view(-1, self.num_classes, box_dim)[ + fg_inds, gt_classes[fg_inds] + ] + + if self.box_reg_loss_type == "smooth_l1": + gt_pred_deltas = self.box2box_transform.get_deltas( + proposal_boxes[fg_inds], + gt_boxes[fg_inds], + ) + loss_box_reg = smooth_l1_loss( + fg_pred_deltas, gt_pred_deltas, self.smooth_l1_beta, reduction="sum" + ) + elif self.box_reg_loss_type == "giou": + fg_pred_boxes = self.box2box_transform.apply_deltas( + fg_pred_deltas, proposal_boxes[fg_inds] + ) + loss_box_reg = giou_loss(fg_pred_boxes, gt_boxes[fg_inds], reduction="sum") + else: + raise ValueError(f"Invalid bbox reg loss type '{self.box_reg_loss_type}'") + return loss_box_reg / max(gt_classes.numel(), 1.0) + + def inference(self, predictions, proposals): + """ + enable use proposal boxes + """ + predictions = (predictions[0], predictions[1]) + boxes = self.predict_boxes(predictions, proposals) + scores = self.predict_probs(predictions, proposals) + if self.mult_proposal_score: + proposal_scores = [p.get('objectness_logits') for p in proposals] + scores = [(s * ps[:, None]) ** 0.5 \ + for s, ps in zip(scores, proposal_scores)] + image_shapes = [x.image_size for x in proposals] + return fast_rcnn_inference( + boxes, + scores, + image_shapes, + self.test_score_thresh, + self.test_nms_thresh, + self.test_topk_per_image, + ) + + + def predict_probs(self, predictions, proposals): + """ + support sigmoid + """ + # scores, _ = predictions + scores = predictions[0] + num_inst_per_image = [len(p) for p in proposals] + if self.use_sigmoid_ce: + probs = scores.sigmoid() + else: + probs = F.softmax(scores, dim=-1) + return probs.split(num_inst_per_image, dim=0) + + + def image_label_losses(self, predictions, proposals, image_labels, \ + classifier_info=(None,None,None), ann_type='image'): + ''' + Inputs: + scores: N x (C + 1) + image_labels B x 1 + ''' + num_inst_per_image = [len(p) for p in proposals] + scores = predictions[0] + scores = scores.split(num_inst_per_image, dim=0) # B x n x (C + 1) + if self.with_softmax_prop: + prop_scores = predictions[2].split(num_inst_per_image, dim=0) + else: + prop_scores = [None for _ in num_inst_per_image] + B = len(scores) + img_box_count = 0 + select_size_count = 0 + select_x_count = 0 + select_y_count = 0 + max_score_count = 0 + storage = get_event_storage() + loss = scores[0].new_zeros([1])[0] + caption_loss = scores[0].new_zeros([1])[0] + for idx, (score, labels, prop_score, p) in enumerate(zip( + scores, image_labels, prop_scores, proposals)): + if score.shape[0] == 0: + loss += score.new_zeros([1])[0] + continue + if 'caption' in ann_type: + score, caption_loss_img = self._caption_loss( + score, classifier_info, idx, B) + caption_loss += self.caption_weight * caption_loss_img + if ann_type == 'caption': + continue + + if self.debug: + p.selected = score.new_zeros( + (len(p),), dtype=torch.long) - 1 + for i_l, label in enumerate(labels): + if self.dynamic_classifier: + if idx == 0 and i_l == 0 and comm.is_main_process(): + storage.put_scalar('stats_label', label) + label = classifier_info[1][1][label] + assert label < score.shape[1] + if self.image_label_loss in ['wsod', 'wsddn']: + loss_i, ind = self._wsddn_loss(score, prop_score, label) + elif self.image_label_loss == 'max_score': + loss_i, ind = self._max_score_loss(score, label) + elif self.image_label_loss == 'max_size': + loss_i, ind = self._max_size_loss(score, label, p) + elif self.image_label_loss == 'first': + loss_i, ind = self._first_loss(score, label) + elif self.image_label_loss == 'image': + loss_i, ind = self._image_loss(score, label) + elif self.image_label_loss == 'min_loss': + loss_i, ind = self._min_loss_loss(score, label) + else: + assert 0 + loss += loss_i / len(labels) + if type(ind) == type([]): + img_box_count = sum(ind) / len(ind) + if self.debug: + for ind_i in ind: + p.selected[ind_i] = label + else: + img_box_count = ind + select_size_count = p[ind].proposal_boxes.area() / \ + (p.image_size[0] * p.image_size[1]) + max_score_count = score[ind, label].sigmoid() + select_x_count = (p.proposal_boxes.tensor[ind, 0] + \ + p.proposal_boxes.tensor[ind, 2]) / 2 / p.image_size[1] + select_y_count = (p.proposal_boxes.tensor[ind, 1] + \ + p.proposal_boxes.tensor[ind, 3]) / 2 / p.image_size[0] + if self.debug: + p.selected[ind] = label + + loss = loss / B + storage.put_scalar('stats_l_image', loss.item()) + if 'caption' in ann_type: + caption_loss = caption_loss / B + loss = loss + caption_loss + storage.put_scalar('stats_l_caption', caption_loss.item()) + if comm.is_main_process(): + storage.put_scalar('pool_stats', img_box_count) + storage.put_scalar('stats_select_size', select_size_count) + storage.put_scalar('stats_select_x', select_x_count) + storage.put_scalar('stats_select_y', select_y_count) + storage.put_scalar('stats_max_label_score', max_score_count) + + return { + 'image_loss': loss * self.image_loss_weight, + 'loss_cls': score.new_zeros([1])[0], + 'loss_box_reg': score.new_zeros([1])[0]} + + + def forward(self, x, classifier_info=(None,None,None)): + """ + enable classifier_info + """ + if x.dim() > 2: + x = torch.flatten(x, start_dim=1) + scores = [] + + if classifier_info[0] is not None: + cls_scores = self.cls_score(x, classifier=classifier_info[0]) + scores.append(cls_scores) + else: + cls_scores = self.cls_score(x) + scores.append(cls_scores) + + if classifier_info[2] is not None: + cap_cls = classifier_info[2] + if self.sync_caption_batch: + caption_scores = self.cls_score(x, classifier=cap_cls[:, :-1]) + else: + caption_scores = self.cls_score(x, classifier=cap_cls) + scores.append(caption_scores) + scores = torch.cat(scores, dim=1) # B x C' or B x N or B x (C'+N) + + proposal_deltas = self.bbox_pred(x) + if self.with_softmax_prop: + prop_score = self.prop_score(x) + return scores, proposal_deltas, prop_score + else: + return scores, proposal_deltas + + + def _caption_loss(self, score, classifier_info, idx, B): + assert (classifier_info[2] is not None) + assert self.add_image_box + cls_and_cap_num = score.shape[1] + cap_num = classifier_info[2].shape[0] + score, caption_score = score.split( + [cls_and_cap_num - cap_num, cap_num], dim=1) + # n x (C + 1), n x B + caption_score = caption_score[-1:] # 1 x B # -1: image level box + caption_target = caption_score.new_zeros( + caption_score.shape) # 1 x B or 1 x MB, M: num machines + if self.sync_caption_batch: + # caption_target: 1 x MB + rank = comm.get_rank() + global_idx = B * rank + idx + assert (classifier_info[2][ + global_idx, -1] - rank) ** 2 < 1e-8, \ + '{} {} {} {} {}'.format( + rank, global_idx, + classifier_info[2][global_idx, -1], + classifier_info[2].shape, + classifier_info[2][:, -1]) + caption_target[:, global_idx] = 1. + else: + assert caption_score.shape[1] == B + caption_target[:, idx] = 1. + caption_loss_img = F.binary_cross_entropy_with_logits( + caption_score, caption_target, reduction='none') + if self.sync_caption_batch: + fg_mask = (caption_target > 0.5).float() + assert (fg_mask.sum().item() - 1.) ** 2 < 1e-8, '{} {}'.format( + fg_mask.shape, fg_mask) + pos_loss = (caption_loss_img * fg_mask).sum() + neg_loss = (caption_loss_img * (1. - fg_mask)).sum() + caption_loss_img = pos_loss + self.neg_cap_weight * neg_loss + else: + caption_loss_img = caption_loss_img.sum() + return score, caption_loss_img + + + def _wsddn_loss(self, score, prop_score, label): + assert prop_score is not None + loss = 0 + final_score = score.sigmoid() * \ + F.softmax(prop_score, dim=0) # B x (C + 1) + img_score = torch.clamp( + torch.sum(final_score, dim=0), + min=1e-10, max=1-1e-10) # (C + 1) + target = img_score.new_zeros(img_score.shape) # (C + 1) + target[label] = 1. + loss += F.binary_cross_entropy(img_score, target) + ind = final_score[:, label].argmax() + return loss, ind + + + def _max_score_loss(self, score, label): + loss = 0 + target = score.new_zeros(score.shape[1]) + target[label] = 1. + ind = score[:, label].argmax().item() + loss += F.binary_cross_entropy_with_logits( + score[ind], target, reduction='sum') + return loss, ind + + + def _min_loss_loss(self, score, label): + loss = 0 + target = score.new_zeros(score.shape) + target[:, label] = 1. + with torch.no_grad(): + x = F.binary_cross_entropy_with_logits( + score, target, reduction='none').sum(dim=1) # n + ind = x.argmin().item() + loss += F.binary_cross_entropy_with_logits( + score[ind], target[0], reduction='sum') + return loss, ind + + + def _first_loss(self, score, label): + loss = 0 + target = score.new_zeros(score.shape[1]) + target[label] = 1. + ind = 0 + loss += F.binary_cross_entropy_with_logits( + score[ind], target, reduction='sum') + return loss, ind + + + def _image_loss(self, score, label): + assert self.add_image_box + target = score.new_zeros(score.shape[1]) + target[label] = 1. + ind = score.shape[0] - 1 + loss = F.binary_cross_entropy_with_logits( + score[ind], target, reduction='sum') + return loss, ind + + + def _max_size_loss(self, score, label, p): + loss = 0 + target = score.new_zeros(score.shape[1]) + target[label] = 1. + sizes = p.proposal_boxes.area() + ind = sizes[:-1].argmax().item() if len(sizes) > 1 else 0 + if self.softmax_weak_loss: + loss += F.cross_entropy( + score[ind:ind+1], + score.new_tensor(label, dtype=torch.long).view(1), + reduction='sum') + else: + loss += F.binary_cross_entropy_with_logits( + score[ind], target, reduction='sum') + return loss, ind + + + +def put_label_distribution(storage, hist_name, hist_counts, num_classes): + """ + """ + ht_min, ht_max = 0, num_classes + hist_edges = torch.linspace( + start=ht_min, end=ht_max, steps=num_classes + 1, dtype=torch.float32) + + hist_params = dict( + tag=hist_name, + min=ht_min, + max=ht_max, + num=float(hist_counts.sum()), + sum=float((hist_counts * torch.arange(len(hist_counts))).sum()), + sum_squares=float(((hist_counts * torch.arange(len(hist_counts))) ** 2).sum()), + bucket_limits=hist_edges[1:].tolist(), + bucket_counts=hist_counts.tolist(), + global_step=storage._iter, + ) + storage._histograms.append(hist_params) \ No newline at end of file diff --git a/detic/modeling/roi_heads/detic_roi_heads.py b/detic/modeling/roi_heads/detic_roi_heads.py new file mode 100644 index 0000000000000000000000000000000000000000..c87559359e0516443a43ed327110ec55fa4fa307 --- /dev/null +++ b/detic/modeling/roi_heads/detic_roi_heads.py @@ -0,0 +1,271 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import copy +import numpy as np +import json +import math +import torch +from torch import nn +from torch.autograd.function import Function +from typing import Dict, List, Optional, Tuple, Union +from torch.nn import functional as F + +from detectron2.config import configurable +from detectron2.layers import ShapeSpec +from detectron2.layers import batched_nms +from detectron2.structures import Boxes, Instances, pairwise_iou +from detectron2.utils.events import get_event_storage + +from detectron2.modeling.box_regression import Box2BoxTransform +from detectron2.modeling.roi_heads.fast_rcnn import fast_rcnn_inference +from detectron2.modeling.roi_heads.roi_heads import ROI_HEADS_REGISTRY, StandardROIHeads +from detectron2.modeling.roi_heads.cascade_rcnn import CascadeROIHeads, _ScaleGradient +from detectron2.modeling.roi_heads.box_head import build_box_head +from .detic_fast_rcnn import DeticFastRCNNOutputLayers +from ..debug import debug_second_stage + +from torch.cuda.amp import autocast + +@ROI_HEADS_REGISTRY.register() +class DeticCascadeROIHeads(CascadeROIHeads): + @configurable + def __init__( + self, + *, + mult_proposal_score: bool = False, + with_image_labels: bool = False, + add_image_box: bool = False, + image_box_size: float = 1.0, + ws_num_props: int = 512, + add_feature_to_prop: bool = False, + mask_weight: float = 1.0, + one_class_per_proposal: bool = False, + **kwargs, + ): + super().__init__(**kwargs) + self.mult_proposal_score = mult_proposal_score + self.with_image_labels = with_image_labels + self.add_image_box = add_image_box + self.image_box_size = image_box_size + self.ws_num_props = ws_num_props + self.add_feature_to_prop = add_feature_to_prop + self.mask_weight = mask_weight + self.one_class_per_proposal = one_class_per_proposal + + @classmethod + def from_config(cls, cfg, input_shape): + ret = super().from_config(cfg, input_shape) + ret.update({ + 'mult_proposal_score': cfg.MODEL.ROI_BOX_HEAD.MULT_PROPOSAL_SCORE, + 'with_image_labels': cfg.WITH_IMAGE_LABELS, + 'add_image_box': cfg.MODEL.ROI_BOX_HEAD.ADD_IMAGE_BOX, + 'image_box_size': cfg.MODEL.ROI_BOX_HEAD.IMAGE_BOX_SIZE, + 'ws_num_props': cfg.MODEL.ROI_BOX_HEAD.WS_NUM_PROPS, + 'add_feature_to_prop': cfg.MODEL.ROI_BOX_HEAD.ADD_FEATURE_TO_PROP, + 'mask_weight': cfg.MODEL.ROI_HEADS.MASK_WEIGHT, + 'one_class_per_proposal': cfg.MODEL.ROI_HEADS.ONE_CLASS_PER_PROPOSAL, + }) + return ret + + + @classmethod + def _init_box_head(self, cfg, input_shape): + ret = super()._init_box_head(cfg, input_shape) + del ret['box_predictors'] + cascade_bbox_reg_weights = cfg.MODEL.ROI_BOX_CASCADE_HEAD.BBOX_REG_WEIGHTS + box_predictors = [] + for box_head, bbox_reg_weights in zip(ret['box_heads'], \ + cascade_bbox_reg_weights): + box_predictors.append( + DeticFastRCNNOutputLayers( + cfg, box_head.output_shape, + box2box_transform=Box2BoxTransform(weights=bbox_reg_weights) + )) + ret['box_predictors'] = box_predictors + return ret + + + def _forward_box(self, features, proposals, targets=None, + ann_type='box', classifier_info=(None,None,None)): + """ + Add mult proposal scores at testing + Add ann_type + """ + if (not self.training) and self.mult_proposal_score: + if len(proposals) > 0 and proposals[0].has('scores'): + proposal_scores = [p.get('scores') for p in proposals] + else: + proposal_scores = [p.get('objectness_logits') for p in proposals] + + features = [features[f] for f in self.box_in_features] + head_outputs = [] # (predictor, predictions, proposals) + prev_pred_boxes = None + image_sizes = [x.image_size for x in proposals] + + for k in range(self.num_cascade_stages): + if k > 0: + proposals = self._create_proposals_from_boxes( + prev_pred_boxes, image_sizes, + logits=[p.objectness_logits for p in proposals]) + if self.training and ann_type in ['box']: + proposals = self._match_and_label_boxes( + proposals, k, targets) + predictions = self._run_stage(features, proposals, k, + classifier_info=classifier_info) + prev_pred_boxes = self.box_predictor[k].predict_boxes( + (predictions[0], predictions[1]), proposals) + head_outputs.append((self.box_predictor[k], predictions, proposals)) + + if self.training: + losses = {} + storage = get_event_storage() + for stage, (predictor, predictions, proposals) in enumerate(head_outputs): + with storage.name_scope("stage{}".format(stage)): + if ann_type != 'box': + stage_losses = {} + if ann_type in ['image', 'caption', 'captiontag']: + image_labels = [x._pos_category_ids for x in targets] + weak_losses = predictor.image_label_losses( + predictions, proposals, image_labels, + classifier_info=classifier_info, + ann_type=ann_type) + stage_losses.update(weak_losses) + else: # supervised + stage_losses = predictor.losses( + (predictions[0], predictions[1]), proposals, + classifier_info=classifier_info) + if self.with_image_labels: + stage_losses['image_loss'] = \ + predictions[0].new_zeros([1])[0] + losses.update({k + "_stage{}".format(stage): v \ + for k, v in stage_losses.items()}) + return losses + else: + # Each is a list[Tensor] of length #image. Each tensor is Ri x (K+1) + scores_per_stage = [h[0].predict_probs(h[1], h[2]) for h in head_outputs] + scores = [ + sum(list(scores_per_image)) * (1.0 / self.num_cascade_stages) + for scores_per_image in zip(*scores_per_stage) + ] + if self.mult_proposal_score: + scores = [(s * ps[:, None]) ** 0.5 \ + for s, ps in zip(scores, proposal_scores)] + if self.one_class_per_proposal: + scores = [s * (s == s[:, :-1].max(dim=1)[0][:, None]).float() for s in scores] + predictor, predictions, proposals = head_outputs[-1] + boxes = predictor.predict_boxes( + (predictions[0], predictions[1]), proposals) + pred_instances, _ = fast_rcnn_inference( + boxes, + scores, + image_sizes, + predictor.test_score_thresh, + predictor.test_nms_thresh, + predictor.test_topk_per_image, + ) + return pred_instances + + + def forward(self, images, features, proposals, targets=None, + ann_type='box', classifier_info=(None,None,None)): + ''' + enable debug and image labels + classifier_info is shared across the batch + ''' + if self.training: + if ann_type in ['box', 'prop', 'proptag']: + proposals = self.label_and_sample_proposals( + proposals, targets) + else: + proposals = self.get_top_proposals(proposals) + + losses = self._forward_box(features, proposals, targets, \ + ann_type=ann_type, classifier_info=classifier_info) + if ann_type == 'box' and targets[0].has('gt_masks'): + mask_losses = self._forward_mask(features, proposals) + losses.update({k: v * self.mask_weight \ + for k, v in mask_losses.items()}) + losses.update(self._forward_keypoint(features, proposals)) + else: + losses.update(self._get_empty_mask_loss( + features, proposals, + device=proposals[0].objectness_logits.device)) + return proposals, losses + else: + pred_instances = self._forward_box( + features, proposals, classifier_info=classifier_info) + pred_instances = self.forward_with_given_boxes(features, pred_instances) + return pred_instances, {} + + + def get_top_proposals(self, proposals): + for i in range(len(proposals)): + proposals[i].proposal_boxes.clip(proposals[i].image_size) + proposals = [p[:self.ws_num_props] for p in proposals] + for i, p in enumerate(proposals): + p.proposal_boxes.tensor = p.proposal_boxes.tensor.detach() + if self.add_image_box: + proposals[i] = self._add_image_box(p) + return proposals + + + def _add_image_box(self, p): + image_box = Instances(p.image_size) + n = 1 + h, w = p.image_size + f = self.image_box_size + image_box.proposal_boxes = Boxes( + p.proposal_boxes.tensor.new_tensor( + [w * (1. - f) / 2., + h * (1. - f) / 2., + w * (1. - (1. - f) / 2.), + h * (1. - (1. - f) / 2.)] + ).view(n, 4)) + image_box.objectness_logits = p.objectness_logits.new_ones(n) + return Instances.cat([p, image_box]) + + + def _get_empty_mask_loss(self, features, proposals, device): + if self.mask_on: + return {'loss_mask': torch.zeros( + (1, ), device=device, dtype=torch.float32)[0]} + else: + return {} + + + def _create_proposals_from_boxes(self, boxes, image_sizes, logits): + """ + Add objectness_logits + """ + boxes = [Boxes(b.detach()) for b in boxes] + proposals = [] + for boxes_per_image, image_size, logit in zip( + boxes, image_sizes, logits): + boxes_per_image.clip(image_size) + if self.training: + inds = boxes_per_image.nonempty() + boxes_per_image = boxes_per_image[inds] + logit = logit[inds] + prop = Instances(image_size) + prop.proposal_boxes = boxes_per_image + prop.objectness_logits = logit + proposals.append(prop) + return proposals + + + def _run_stage(self, features, proposals, stage, \ + classifier_info=(None,None,None)): + """ + Support classifier_info and add_feature_to_prop + """ + pool_boxes = [x.proposal_boxes for x in proposals] + box_features = self.box_pooler(features, pool_boxes) + box_features = _ScaleGradient.apply(box_features, 1.0 / self.num_cascade_stages) + box_features = self.box_head[stage](box_features) + if self.add_feature_to_prop: + feats_per_image = box_features.split( + [len(p) for p in proposals], dim=0) + for feat, p in zip(feats_per_image, proposals): + p.feat = feat + return self.box_predictor[stage]( + box_features, + classifier_info=classifier_info) diff --git a/detic/modeling/roi_heads/res5_roi_heads.py b/detic/modeling/roi_heads/res5_roi_heads.py new file mode 100644 index 0000000000000000000000000000000000000000..bab706999a9927e34a7b07dad84ba1259ab5ec64 --- /dev/null +++ b/detic/modeling/roi_heads/res5_roi_heads.py @@ -0,0 +1,173 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import inspect +import logging +import numpy as np +from typing import Dict, List, Optional, Tuple +import torch +from torch import nn + +from detectron2.config import configurable +from detectron2.layers import ShapeSpec, nonzero_tuple +from detectron2.structures import Boxes, ImageList, Instances, pairwise_iou +from detectron2.utils.events import get_event_storage +from detectron2.utils.registry import Registry + +from detectron2.modeling.box_regression import Box2BoxTransform +from detectron2.modeling.roi_heads.fast_rcnn import fast_rcnn_inference +from detectron2.modeling.roi_heads.roi_heads import ROI_HEADS_REGISTRY, Res5ROIHeads +from detectron2.modeling.roi_heads.cascade_rcnn import CascadeROIHeads, _ScaleGradient +from detectron2.modeling.roi_heads.box_head import build_box_head + +from .detic_fast_rcnn import DeticFastRCNNOutputLayers +from ..debug import debug_second_stage + +from torch.cuda.amp import autocast + +@ROI_HEADS_REGISTRY.register() +class CustomRes5ROIHeads(Res5ROIHeads): + @configurable + def __init__(self, **kwargs): + cfg = kwargs.pop('cfg') + super().__init__(**kwargs) + stage_channel_factor = 2 ** 3 + out_channels = cfg.MODEL.RESNETS.RES2_OUT_CHANNELS * stage_channel_factor + + self.with_image_labels = cfg.WITH_IMAGE_LABELS + self.ws_num_props = cfg.MODEL.ROI_BOX_HEAD.WS_NUM_PROPS + self.add_image_box = cfg.MODEL.ROI_BOX_HEAD.ADD_IMAGE_BOX + self.add_feature_to_prop = cfg.MODEL.ROI_BOX_HEAD.ADD_FEATURE_TO_PROP + self.image_box_size = cfg.MODEL.ROI_BOX_HEAD.IMAGE_BOX_SIZE + self.box_predictor = DeticFastRCNNOutputLayers( + cfg, ShapeSpec(channels=out_channels, height=1, width=1) + ) + + self.save_debug = cfg.SAVE_DEBUG + self.save_debug_path = cfg.SAVE_DEBUG_PATH + if self.save_debug: + self.debug_show_name = cfg.DEBUG_SHOW_NAME + self.vis_thresh = cfg.VIS_THRESH + self.pixel_mean = torch.Tensor(cfg.MODEL.PIXEL_MEAN).to( + torch.device(cfg.MODEL.DEVICE)).view(3, 1, 1) + self.pixel_std = torch.Tensor(cfg.MODEL.PIXEL_STD).to( + torch.device(cfg.MODEL.DEVICE)).view(3, 1, 1) + self.bgr = (cfg.INPUT.FORMAT == 'BGR') + + @classmethod + def from_config(cls, cfg, input_shape): + ret = super().from_config(cfg, input_shape) + ret['cfg'] = cfg + return ret + + def forward(self, images, features, proposals, targets=None, + ann_type='box', classifier_info=(None,None,None)): + ''' + enable debug and image labels + classifier_info is shared across the batch + ''' + if not self.save_debug: + del images + + if self.training: + if ann_type in ['box']: + proposals = self.label_and_sample_proposals( + proposals, targets) + else: + proposals = self.get_top_proposals(proposals) + + proposal_boxes = [x.proposal_boxes for x in proposals] + box_features = self._shared_roi_transform( + [features[f] for f in self.in_features], proposal_boxes + ) + predictions = self.box_predictor( + box_features.mean(dim=[2, 3]), + classifier_info=classifier_info) + + if self.add_feature_to_prop: + feats_per_image = box_features.mean(dim=[2, 3]).split( + [len(p) for p in proposals], dim=0) + for feat, p in zip(feats_per_image, proposals): + p.feat = feat + + if self.training: + del features + if (ann_type != 'box'): + image_labels = [x._pos_category_ids for x in targets] + losses = self.box_predictor.image_label_losses( + predictions, proposals, image_labels, + classifier_info=classifier_info, + ann_type=ann_type) + else: + losses = self.box_predictor.losses( + (predictions[0], predictions[1]), proposals) + if self.with_image_labels: + assert 'image_loss' not in losses + losses['image_loss'] = predictions[0].new_zeros([1])[0] + if self.save_debug: + denormalizer = lambda x: x * self.pixel_std + self.pixel_mean + if ann_type != 'box': + image_labels = [x._pos_category_ids for x in targets] + else: + image_labels = [[] for x in targets] + debug_second_stage( + [denormalizer(x.clone()) for x in images], + targets, proposals=proposals, + save_debug=self.save_debug, + debug_show_name=self.debug_show_name, + vis_thresh=self.vis_thresh, + image_labels=image_labels, + save_debug_path=self.save_debug_path, + bgr=self.bgr) + return proposals, losses + else: + pred_instances, _ = self.box_predictor.inference(predictions, proposals) + pred_instances = self.forward_with_given_boxes(features, pred_instances) + if self.save_debug: + denormalizer = lambda x: x * self.pixel_std + self.pixel_mean + debug_second_stage( + [denormalizer(x.clone()) for x in images], + pred_instances, proposals=proposals, + save_debug=self.save_debug, + debug_show_name=self.debug_show_name, + vis_thresh=self.vis_thresh, + save_debug_path=self.save_debug_path, + bgr=self.bgr) + return pred_instances, {} + + def get_top_proposals(self, proposals): + for i in range(len(proposals)): + proposals[i].proposal_boxes.clip(proposals[i].image_size) + proposals = [p[:self.ws_num_props] for p in proposals] + for i, p in enumerate(proposals): + p.proposal_boxes.tensor = p.proposal_boxes.tensor.detach() + if self.add_image_box: + proposals[i] = self._add_image_box(p) + return proposals + + def _add_image_box(self, p, use_score=False): + image_box = Instances(p.image_size) + n = 1 + h, w = p.image_size + if self.image_box_size < 1.0: + f = self.image_box_size + image_box.proposal_boxes = Boxes( + p.proposal_boxes.tensor.new_tensor( + [w * (1. - f) / 2., + h * (1. - f) / 2., + w * (1. - (1. - f) / 2.), + h * (1. - (1. - f) / 2.)] + ).view(n, 4)) + else: + image_box.proposal_boxes = Boxes( + p.proposal_boxes.tensor.new_tensor( + [0, 0, w, h]).view(n, 4)) + if use_score: + image_box.scores = \ + p.objectness_logits.new_ones(n) + image_box.pred_classes = \ + p.objectness_logits.new_zeros(n, dtype=torch.long) + image_box.objectness_logits = \ + p.objectness_logits.new_ones(n) + else: + image_box.objectness_logits = \ + p.objectness_logits.new_ones(n) + return Instances.cat([p, image_box]) \ No newline at end of file diff --git a/detic/modeling/roi_heads/zero_shot_classifier.py b/detic/modeling/roi_heads/zero_shot_classifier.py new file mode 100644 index 0000000000000000000000000000000000000000..edf217c6dbe74fa68e4d7653488bdd5e2e0c2f0e --- /dev/null +++ b/detic/modeling/roi_heads/zero_shot_classifier.py @@ -0,0 +1,87 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import numpy as np +import torch +from torch import nn +from torch.nn import functional as F +from detectron2.config import configurable +from detectron2.layers import Linear, ShapeSpec + +class ZeroShotClassifier(nn.Module): + @configurable + def __init__( + self, + input_shape: ShapeSpec, + *, + num_classes: int, + zs_weight_path: str, + zs_weight_dim: int = 512, + use_bias: float = 0.0, + norm_weight: bool = True, + norm_temperature: float = 50.0, + ): + super().__init__() + if isinstance(input_shape, int): # some backward compatibility + input_shape = ShapeSpec(channels=input_shape) + input_size = input_shape.channels * (input_shape.width or 1) * (input_shape.height or 1) + self.norm_weight = norm_weight + self.norm_temperature = norm_temperature + + self.use_bias = use_bias < 0 + if self.use_bias: + self.cls_bias = nn.Parameter(torch.ones(1) * use_bias) + + self.linear = nn.Linear(input_size, zs_weight_dim) + + if zs_weight_path == 'rand': + zs_weight = torch.randn((zs_weight_dim, num_classes)) + nn.init.normal_(zs_weight, std=0.01) + else: + zs_weight = torch.tensor( + np.load(zs_weight_path), + dtype=torch.float32).permute(1, 0).contiguous() # D x C + zs_weight = torch.cat( + [zs_weight, zs_weight.new_zeros((zs_weight_dim, 1))], + dim=1) # D x (C + 1) + + if self.norm_weight: + zs_weight = F.normalize(zs_weight, p=2, dim=0) + + if zs_weight_path == 'rand': + self.zs_weight = nn.Parameter(zs_weight) + else: + self.register_buffer('zs_weight', zs_weight) + + assert self.zs_weight.shape[1] == num_classes + 1, self.zs_weight.shape + + + @classmethod + def from_config(cls, cfg, input_shape): + return { + 'input_shape': input_shape, + 'num_classes': cfg.MODEL.ROI_HEADS.NUM_CLASSES, + 'zs_weight_path': cfg.MODEL.ROI_BOX_HEAD.ZEROSHOT_WEIGHT_PATH, + 'zs_weight_dim': cfg.MODEL.ROI_BOX_HEAD.ZEROSHOT_WEIGHT_DIM, + 'use_bias': cfg.MODEL.ROI_BOX_HEAD.USE_BIAS, + 'norm_weight': cfg.MODEL.ROI_BOX_HEAD.NORM_WEIGHT, + 'norm_temperature': cfg.MODEL.ROI_BOX_HEAD.NORM_TEMP, + } + + def forward(self, x, classifier=None): + ''' + Inputs: + x: B x D' + classifier_info: (C', C' x D) + ''' + x = self.linear(x) + if classifier is not None: + zs_weight = classifier.permute(1, 0).contiguous() # D x C' + zs_weight = F.normalize(zs_weight, p=2, dim=0) \ + if self.norm_weight else zs_weight + else: + zs_weight = self.zs_weight + if self.norm_weight: + x = self.norm_temperature * F.normalize(x, p=2, dim=1) + x = torch.mm(x, zs_weight) + if self.use_bias: + x = x + self.cls_bias + return x \ No newline at end of file diff --git a/detic/modeling/text/text_encoder.py b/detic/modeling/text/text_encoder.py new file mode 100644 index 0000000000000000000000000000000000000000..3ec5090c290ee5ecf1dd49915b70d6b4cc2b84d9 --- /dev/null +++ b/detic/modeling/text/text_encoder.py @@ -0,0 +1,189 @@ +# This code is modified from https://github.com/openai/CLIP/blob/main/clip/clip.py +# Modified by Xingyi Zhou +# The original code is under MIT license +# Copyright (c) Facebook, Inc. and its affiliates. +from typing import Union, List +from collections import OrderedDict +import torch +from torch import nn +import torch + +from clip.simple_tokenizer import SimpleTokenizer as _Tokenizer + +__all__ = ["tokenize"] + +count = 0 + +class LayerNorm(nn.LayerNorm): + """Subclass torch's LayerNorm to handle fp16.""" + + def forward(self, x: torch.Tensor): + orig_type = x.dtype + ret = super().forward(x.type(torch.float32)) + return ret.type(orig_type) + + +class QuickGELU(nn.Module): + def forward(self, x: torch.Tensor): + return x * torch.sigmoid(1.702 * x) + + +class ResidualAttentionBlock(nn.Module): + def __init__(self, d_model: int, n_head: int, attn_mask: torch.Tensor = None): + super().__init__() + + self.attn = nn.MultiheadAttention(d_model, n_head) + self.ln_1 = LayerNorm(d_model) + self.mlp = nn.Sequential(OrderedDict([ + ("c_fc", nn.Linear(d_model, d_model * 4)), + ("gelu", QuickGELU()), + ("c_proj", nn.Linear(d_model * 4, d_model)) + ])) + self.ln_2 = LayerNorm(d_model) + self.attn_mask = attn_mask + + def attention(self, x: torch.Tensor): + self.attn_mask = self.attn_mask.to(dtype=x.dtype, device=x.device) if self.attn_mask is not None else None + return self.attn(x, x, x, need_weights=False, attn_mask=self.attn_mask)[0] + + def forward(self, x: torch.Tensor): + x = x + self.attention(self.ln_1(x)) + x = x + self.mlp(self.ln_2(x)) + return x + + +class Transformer(nn.Module): + def __init__(self, width: int, layers: int, heads: int, attn_mask: torch.Tensor = None): + super().__init__() + self.width = width + self.layers = layers + self.resblocks = nn.Sequential( + *[ResidualAttentionBlock(width, heads, attn_mask) \ + for _ in range(layers)]) + + def forward(self, x: torch.Tensor): + return self.resblocks(x) + +class CLIPTEXT(nn.Module): + def __init__(self, + embed_dim=512, + # text + context_length=77, + vocab_size=49408, + transformer_width=512, + transformer_heads=8, + transformer_layers=12 + ): + super().__init__() + + self._tokenizer = _Tokenizer() + self.context_length = context_length + + self.transformer = Transformer( + width=transformer_width, + layers=transformer_layers, + heads=transformer_heads, + attn_mask=self.build_attention_mask() + ) + + self.vocab_size = vocab_size + self.token_embedding = nn.Embedding(vocab_size, transformer_width) + self.positional_embedding = nn.Parameter(torch.empty(self.context_length, transformer_width)) + self.ln_final = LayerNorm(transformer_width) + + self.text_projection = nn.Parameter(torch.empty(transformer_width, embed_dim)) + # self.logit_scale = nn.Parameter(torch.ones([]) * np.log(1 / 0.07)) + + self.initialize_parameters() + + def initialize_parameters(self): + nn.init.normal_(self.token_embedding.weight, std=0.02) + nn.init.normal_(self.positional_embedding, std=0.01) + + proj_std = (self.transformer.width ** -0.5) * ((2 * self.transformer.layers) ** -0.5) + attn_std = self.transformer.width ** -0.5 + fc_std = (2 * self.transformer.width) ** -0.5 + for block in self.transformer.resblocks: + nn.init.normal_(block.attn.in_proj_weight, std=attn_std) + nn.init.normal_(block.attn.out_proj.weight, std=proj_std) + nn.init.normal_(block.mlp.c_fc.weight, std=fc_std) + nn.init.normal_(block.mlp.c_proj.weight, std=proj_std) + + if self.text_projection is not None: + nn.init.normal_(self.text_projection, std=self.transformer.width ** -0.5) + + def build_attention_mask(self): + # lazily create causal attention mask, with full attention between the vision tokens + # pytorch uses additive attention mask; fill with -inf + mask = torch.empty(self.context_length, self.context_length) + mask.fill_(float("-inf")) + mask.triu_(1) # zero out the lower diagonal + return mask + + @property + def device(self): + return self.text_projection.device + + @property + def dtype(self): + return self.text_projection.dtype + + def tokenize(self, + texts: Union[str, List[str]], \ + context_length: int = 77) -> torch.LongTensor: + """ + """ + if isinstance(texts, str): + texts = [texts] + + sot_token = self._tokenizer.encoder["<|startoftext|>"] + eot_token = self._tokenizer.encoder["<|endoftext|>"] + all_tokens = [[sot_token] + self._tokenizer.encode(text) + [eot_token] for text in texts] + result = torch.zeros(len(all_tokens), context_length, dtype=torch.long) + + for i, tokens in enumerate(all_tokens): + if len(tokens) > context_length: + st = torch.randint( + len(tokens) - context_length + 1, (1,))[0].item() + tokens = tokens[st: st + context_length] + # raise RuntimeError(f"Input {texts[i]} is too long for context length {context_length}") + result[i, :len(tokens)] = torch.tensor(tokens) + + return result + + def encode_text(self, text): + x = self.token_embedding(text).type(self.dtype) # [batch_size, n_ctx, d_model] + x = x + self.positional_embedding.type(self.dtype) + x = x.permute(1, 0, 2) # NLD -> LND + x = self.transformer(x) + x = x.permute(1, 0, 2) # LND -> NLD + x = self.ln_final(x).type(self.dtype) + # take features from the eot embedding (eot_token is the highest number in each sequence) + x = x[torch.arange(x.shape[0]), text.argmax(dim=-1)] @ self.text_projection + return x + + def forward(self, captions): + ''' + captions: list of strings + ''' + text = self.tokenize(captions).to(self.device) # B x L x D + features = self.encode_text(text) # B x D + return features + + +def build_text_encoder(pretrain=True): + text_encoder = CLIPTEXT() + if pretrain: + import clip + pretrained_model, _ = clip.load("ViT-B/32", device='cpu') + state_dict = pretrained_model.state_dict() + to_delete_keys = ["logit_scale", "input_resolution", \ + "context_length", "vocab_size"] + \ + [k for k in state_dict.keys() if k.startswith('visual.')] + for k in to_delete_keys: + if k in state_dict: + del state_dict[k] + print('Loading pretrained CLIP') + text_encoder.load_state_dict(state_dict) + # import pdb; pdb.set_trace() + return text_encoder \ No newline at end of file diff --git a/detic/modeling/utils.py b/detic/modeling/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..297fb469a049d3df2a4aa730e09c9919b4c4ca3c --- /dev/null +++ b/detic/modeling/utils.py @@ -0,0 +1,49 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import torch +import json +import numpy as np +from torch.nn import functional as F + +def load_class_freq( + path='datasets/metadata/lvis_v1_train_cat_info.json', freq_weight=1.0): + cat_info = json.load(open(path, 'r')) + cat_info = torch.tensor( + [c['image_count'] for c in sorted(cat_info, key=lambda x: x['id'])]) + freq_weight = cat_info.float() ** freq_weight + return freq_weight + + +def get_fed_loss_inds(gt_classes, num_sample_cats, C, weight=None): + appeared = torch.unique(gt_classes) # C' + prob = appeared.new_ones(C + 1).float() + prob[-1] = 0 + if len(appeared) < num_sample_cats: + if weight is not None: + prob[:C] = weight.float().clone() + prob[appeared] = 0 + more_appeared = torch.multinomial( + prob, num_sample_cats - len(appeared), + replacement=False) + appeared = torch.cat([appeared, more_appeared]) + return appeared + + + +def reset_cls_test(model, cls_path, num_classes): + model.roi_heads.num_classes = num_classes + if type(cls_path) == str: + print('Resetting zs_weight', cls_path) + zs_weight = torch.tensor( + np.load(cls_path), + dtype=torch.float32).permute(1, 0).contiguous() # D x C + else: + zs_weight = cls_path + zs_weight = torch.cat( + [zs_weight, zs_weight.new_zeros((zs_weight.shape[0], 1))], + dim=1) # D x (C + 1) + if model.roi_heads.box_predictor[0].cls_score.norm_weight: + zs_weight = F.normalize(zs_weight, p=2, dim=0) + zs_weight = zs_weight.to(model.device) + for k in range(len(model.roi_heads.box_predictor)): + del model.roi_heads.box_predictor[k].cls_score.zs_weight + model.roi_heads.box_predictor[k].cls_score.zs_weight = zs_weight \ No newline at end of file diff --git a/detic/predictor.py b/detic/predictor.py new file mode 100644 index 0000000000000000000000000000000000000000..318205acb90d47a54ff6f34400e1da744b2d85ba --- /dev/null +++ b/detic/predictor.py @@ -0,0 +1,253 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import atexit +import bisect +import multiprocessing as mp +from collections import deque +import cv2 +import torch + +from detectron2.data import MetadataCatalog +from detectron2.engine.defaults import DefaultPredictor +from detectron2.utils.video_visualizer import VideoVisualizer +from detectron2.utils.visualizer import ColorMode, Visualizer + +from .modeling.utils import reset_cls_test + + +def get_clip_embeddings(vocabulary, prompt='a '): + from detic.modeling.text.text_encoder import build_text_encoder + text_encoder = build_text_encoder(pretrain=True) + text_encoder.eval() + texts = [prompt + x for x in vocabulary] + emb = text_encoder(texts).detach().permute(1, 0).contiguous().cpu() + return emb + +BUILDIN_CLASSIFIER = { + 'lvis': 'datasets/metadata/lvis_v1_clip_a+cname.npy', + 'objects365': 'datasets/metadata/o365_clip_a+cnamefix.npy', + 'openimages': 'datasets/metadata/oid_clip_a+cname.npy', + 'coco': 'datasets/metadata/coco_clip_a+cname.npy', +} + +BUILDIN_METADATA_PATH = { + 'lvis': 'lvis_v1_val', + 'objects365': 'objects365_v2_val', + 'openimages': 'oid_val_expanded', + 'coco': 'coco_2017_val', +} + +class VisualizationDemo(object): + def __init__(self, cfg, args, + instance_mode=ColorMode.IMAGE, parallel=False): + """ + Args: + cfg (CfgNode): + instance_mode (ColorMode): + parallel (bool): whether to run the model in different processes from visualization. + Useful since the visualization logic can be slow. + """ + if args.vocabulary == 'custom': + self.metadata = MetadataCatalog.get("__unused") + self.metadata.thing_classes = args.custom_vocabulary.split(',') + classifier = get_clip_embeddings(self.metadata.thing_classes) + else: + self.metadata = MetadataCatalog.get( + BUILDIN_METADATA_PATH[args.vocabulary]) + classifier = BUILDIN_CLASSIFIER[args.vocabulary] + + num_classes = len(self.metadata.thing_classes) + self.cpu_device = torch.device("cpu") + self.instance_mode = instance_mode + + self.parallel = parallel + if parallel: + num_gpu = torch.cuda.device_count() + self.predictor = AsyncPredictor(cfg, num_gpus=num_gpu) + else: + self.predictor = DefaultPredictor(cfg) + reset_cls_test(self.predictor.model, classifier, num_classes) + + def run_on_image(self, image): + """ + Args: + image (np.ndarray): an image of shape (H, W, C) (in BGR order). + This is the format used by OpenCV. + + Returns: + predictions (dict): the output of the model. + vis_output (VisImage): the visualized image output. + """ + vis_output = None + predictions = self.predictor(image) + # Convert image from OpenCV BGR format to Matplotlib RGB format. + image = image[:, :, ::-1] + visualizer = Visualizer(image, self.metadata, instance_mode=self.instance_mode) + if "panoptic_seg" in predictions: + panoptic_seg, segments_info = predictions["panoptic_seg"] + vis_output = visualizer.draw_panoptic_seg_predictions( + panoptic_seg.to(self.cpu_device), segments_info + ) + else: + if "sem_seg" in predictions: + vis_output = visualizer.draw_sem_seg( + predictions["sem_seg"].argmax(dim=0).to(self.cpu_device) + ) + if "instances" in predictions: + instances = predictions["instances"].to(self.cpu_device) + vis_output = visualizer.draw_instance_predictions(predictions=instances) + + return predictions, vis_output + + def _frame_from_video(self, video): + while video.isOpened(): + success, frame = video.read() + if success: + yield frame + else: + break + + def run_on_video(self, video): + """ + Visualizes predictions on frames of the input video. + + Args: + video (cv2.VideoCapture): a :class:`VideoCapture` object, whose source can be + either a webcam or a video file. + + Yields: + ndarray: BGR visualizations of each video frame. + """ + video_visualizer = VideoVisualizer(self.metadata, self.instance_mode) + + def process_predictions(frame, predictions): + frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB) + if "panoptic_seg" in predictions: + panoptic_seg, segments_info = predictions["panoptic_seg"] + vis_frame = video_visualizer.draw_panoptic_seg_predictions( + frame, panoptic_seg.to(self.cpu_device), segments_info + ) + elif "instances" in predictions: + predictions = predictions["instances"].to(self.cpu_device) + vis_frame = video_visualizer.draw_instance_predictions(frame, predictions) + elif "sem_seg" in predictions: + vis_frame = video_visualizer.draw_sem_seg( + frame, predictions["sem_seg"].argmax(dim=0).to(self.cpu_device) + ) + + # Converts Matplotlib RGB format to OpenCV BGR format + vis_frame = cv2.cvtColor(vis_frame.get_image(), cv2.COLOR_RGB2BGR) + return vis_frame + + frame_gen = self._frame_from_video(video) + if self.parallel: + buffer_size = self.predictor.default_buffer_size + + frame_data = deque() + + for cnt, frame in enumerate(frame_gen): + frame_data.append(frame) + self.predictor.put(frame) + + if cnt >= buffer_size: + frame = frame_data.popleft() + predictions = self.predictor.get() + yield process_predictions(frame, predictions) + + while len(frame_data): + frame = frame_data.popleft() + predictions = self.predictor.get() + yield process_predictions(frame, predictions) + else: + for frame in frame_gen: + yield process_predictions(frame, self.predictor(frame)) + + +class AsyncPredictor: + """ + A predictor that runs the model asynchronously, possibly on >1 GPUs. + Because rendering the visualization takes considerably amount of time, + this helps improve throughput a little bit when rendering videos. + """ + + class _StopToken: + pass + + class _PredictWorker(mp.Process): + def __init__(self, cfg, task_queue, result_queue): + self.cfg = cfg + self.task_queue = task_queue + self.result_queue = result_queue + super().__init__() + + def run(self): + predictor = DefaultPredictor(self.cfg) + + while True: + task = self.task_queue.get() + if isinstance(task, AsyncPredictor._StopToken): + break + idx, data = task + result = predictor(data) + self.result_queue.put((idx, result)) + + def __init__(self, cfg, num_gpus: int = 1): + """ + Args: + cfg (CfgNode): + num_gpus (int): if 0, will run on CPU + """ + num_workers = max(num_gpus, 1) + self.task_queue = mp.Queue(maxsize=num_workers * 3) + self.result_queue = mp.Queue(maxsize=num_workers * 3) + self.procs = [] + for gpuid in range(max(num_gpus, 1)): + cfg = cfg.clone() + cfg.defrost() + cfg.MODEL.DEVICE = "cuda:{}".format(gpuid) if num_gpus > 0 else "cpu" + self.procs.append( + AsyncPredictor._PredictWorker(cfg, self.task_queue, self.result_queue) + ) + + self.put_idx = 0 + self.get_idx = 0 + self.result_rank = [] + self.result_data = [] + + for p in self.procs: + p.start() + atexit.register(self.shutdown) + + def put(self, image): + self.put_idx += 1 + self.task_queue.put((self.put_idx, image)) + + def get(self): + self.get_idx += 1 # the index needed for this request + if len(self.result_rank) and self.result_rank[0] == self.get_idx: + res = self.result_data[0] + del self.result_data[0], self.result_rank[0] + return res + + while True: + # make sure the results are returned in the correct order + idx, res = self.result_queue.get() + if idx == self.get_idx: + return res + insert = bisect.bisect(self.result_rank, idx) + self.result_rank.insert(insert, idx) + self.result_data.insert(insert, res) + + def __len__(self): + return self.put_idx - self.get_idx + + def __call__(self, image): + self.put(image) + return self.get() + + def shutdown(self): + for _ in self.procs: + self.task_queue.put(AsyncPredictor._StopToken()) + + @property + def default_buffer_size(self): + return len(self.procs) * 5 diff --git a/packages.txt b/packages.txt new file mode 100644 index 0000000000000000000000000000000000000000..52f9a7b4c7fadd65f290c9c17f02e02cec81438f --- /dev/null +++ b/packages.txt @@ -0,0 +1 @@ +libgl1 \ No newline at end of file diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8359c087c9826d4c2eb9ecc9c7ae9bec43686fc --- /dev/null +++ b/requirements.txt @@ -0,0 +1,38 @@ +pyyaml==5.1 +torch==1.9.0 +torchvision==0.10.0 + +docutils==0.16 +# https://github.com/sphinx-doc/sphinx/commit/7acd3ada3f38076af7b2b5c9f3b60bb9c2587a3d +sphinx==3.2.0 +recommonmark==0.6.0 +sphinx_rtd_theme +# Dependencies here are only those required by import +termcolor +numpy +tqdm +matplotlib +termcolor +yacs +tabulate +cloudpickle +Pillow +future +git+https://github.com/facebookresearch/fvcore.git +omegaconf>=2.1.0.dev24 +hydra-core>=1.1.0.dev5 + +opencv-python-headless + +timm +dataclasses +ftfy +regex +fasttext +scikit-learn +lvis +nltk + +pyChatGPT + +git+https://github.com/openai/CLIP.git diff --git a/tools/convert-thirdparty-pretrained-model-to-d2.py b/tools/convert-thirdparty-pretrained-model-to-d2.py new file mode 100644 index 0000000000000000000000000000000000000000..ec042b8ce48d193b40fd1e6311b2cc4b0c4e4086 --- /dev/null +++ b/tools/convert-thirdparty-pretrained-model-to-d2.py @@ -0,0 +1,39 @@ +#!/usr/bin/env python +# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved +import argparse +import pickle +import torch + +""" +Usage: + +cd DETIC_ROOT/models/ +wget https://miil-public-eu.oss-eu-central-1.aliyuncs.com/model-zoo/ImageNet_21K_P/models/resnet50_miil_21k.pth +python ../tools/convert-thirdparty-pretrained-model-to-d2.py --path resnet50_miil_21k.pth + +wget https://github.com/SwinTransformer/storage/releases/download/v1.0.0/swin_base_patch4_window7_224_22k.pth +python ../tools/convert-thirdparty-pretrained-model-to-d2.py --path swin_base_patch4_window7_224_22k.pth + +""" + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('--path', default='') + args = parser.parse_args() + + print('Loading', args.path) + model = torch.load(args.path, map_location="cpu") + # import pdb; pdb.set_trace() + if 'model' in model: + model = model['model'] + if 'state_dict' in model: + model = model['state_dict'] + ret = { + "model": model, + "__author__": "third_party", + "matching_heuristics": True + } + out_path = args.path.replace('.pth', '.pkl') + print('Saving to', out_path) + pickle.dump(ret, open(out_path, "wb")) diff --git a/tools/create_imagenetlvis_json.py b/tools/create_imagenetlvis_json.py new file mode 100644 index 0000000000000000000000000000000000000000..4d5a0b3712b5a2fb94737b8dfe5d70202305926b --- /dev/null +++ b/tools/create_imagenetlvis_json.py @@ -0,0 +1,52 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import json +import os +import cv2 +from nltk.corpus import wordnet + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--imagenet_path', default='datasets/imagenet/ImageNet-LVIS') + parser.add_argument('--lvis_meta_path', default='datasets/lvis/lvis_v1_val.json') + parser.add_argument('--out_path', default='datasets/imagenet/annotations/imagenet_lvis_image_info.json') + args = parser.parse_args() + + print('Loading LVIS meta') + data = json.load(open(args.lvis_meta_path, 'r')) + print('Done') + synset2cat = {x['synset']: x for x in data['categories']} + count = 0 + images = [] + image_counts = {} + folders = sorted(os.listdir(args.imagenet_path)) + for i, folder in enumerate(folders): + class_path = args.imagenet_path + folder + files = sorted(os.listdir(class_path)) + synset = wordnet.synset_from_pos_and_offset('n', int(folder[1:])).name() + cat = synset2cat[synset] + cat_id = cat['id'] + cat_name = cat['name'] + cat_images = [] + for file in files: + count = count + 1 + file_name = '{}/{}'.format(folder, file) + img = cv2.imread('{}/{}'.format(args.imagenet_path, file_name)) + h, w = img.shape[:2] + image = { + 'id': count, + 'file_name': file_name, + 'pos_category_ids': [cat_id], + 'width': w, + 'height': h + } + cat_images.append(image) + images.extend(cat_images) + image_counts[cat_id] = len(cat_images) + print(i, cat_name, len(cat_images)) + print('# Images', len(images)) + for x in data['categories']: + x['image_count'] = image_counts[x['id']] if x['id'] in image_counts else 0 + out = {'categories': data['categories'], 'images': images, 'annotations': []} + print('Writing to', args.out_path) + json.dump(out, open(args.out_path, 'w')) diff --git a/tools/create_lvis_21k.py b/tools/create_lvis_21k.py new file mode 100644 index 0000000000000000000000000000000000000000..3e6fe60a2d579d1ef1f3610f600a915155c81fed --- /dev/null +++ b/tools/create_lvis_21k.py @@ -0,0 +1,74 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import copy +import json + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--imagenet_path', default='datasets/imagenet/annotations/imagenet-21k_image_info.json') + parser.add_argument('--lvis_path', default='datasets/lvis/lvis_v1_train.json') + parser.add_argument('--save_categories', default='') + parser.add_argument('--not_save_imagenet', action='store_true') + parser.add_argument('--not_save_lvis', action='store_true') + parser.add_argument('--mark', default='lvis-21k') + args = parser.parse_args() + + print('Loading', args.imagenet_path) + in_data = json.load(open(args.imagenet_path, 'r')) + print('Loading', args.lvis_path) + lvis_data = json.load(open(args.lvis_path, 'r')) + + categories = copy.deepcopy(lvis_data['categories']) + cat_count = max(x['id'] for x in categories) + synset2id = {x['synset']: x['id'] for x in categories} + name2id = {x['name']: x['id'] for x in categories} + in_id_map = {} + for x in in_data['categories']: + if x['synset'] in synset2id: + in_id_map[x['id']] = synset2id[x['synset']] + elif x['name'] in name2id: + in_id_map[x['id']] = name2id[x['name']] + x['id'] = name2id[x['name']] + else: + cat_count = cat_count + 1 + name2id[x['name']] = cat_count + in_id_map[x['id']] = cat_count + x['id'] = cat_count + categories.append(x) + + print('lvis cats', len(lvis_data['categories'])) + print('imagenet cats', len(in_data['categories'])) + print('merge cats', len(categories)) + + filtered_images = [] + for x in in_data['images']: + x['pos_category_ids'] = [in_id_map[xx] for xx in x['pos_category_ids']] + x['pos_category_ids'] = [xx for xx in \ + sorted(set(x['pos_category_ids'])) if xx >= 0] + if len(x['pos_category_ids']) > 0: + filtered_images.append(x) + + in_data['categories'] = categories + lvis_data['categories'] = categories + + if not args.not_save_imagenet: + in_out_path = args.imagenet_path[:-5] + '_{}.json'.format(args.mark) + for k, v in in_data.items(): + print('imagenet', k, len(v)) + print('Saving Imagenet to', in_out_path) + json.dump(in_data, open(in_out_path, 'w')) + + if not args.not_save_lvis: + lvis_out_path = args.lvis_path[:-5] + '_{}.json'.format(args.mark) + for k, v in lvis_data.items(): + print('lvis', k, len(v)) + print('Saving LVIS to', lvis_out_path) + json.dump(lvis_data, open(lvis_out_path, 'w')) + + if args.save_categories != '': + for x in categories: + for k in ['image_count', 'instance_count', 'synonyms', 'def']: + if k in x: + del x[k] + CATEGORIES = repr(categories) + " # noqa" + open(args.save_categories, 'wt').write(f"CATEGORIES = {CATEGORIES}") diff --git a/tools/download_cc.py b/tools/download_cc.py new file mode 100644 index 0000000000000000000000000000000000000000..3c43690a3ca407c3553686d9eb51db9c1834f156 --- /dev/null +++ b/tools/download_cc.py @@ -0,0 +1,47 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import os +import json +import argparse +from PIL import Image +import numpy as np + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--ann', default='datasets/cc3m/Train_GCC-training.tsv') + parser.add_argument('--save_image_path', default='datasets/cc3m/training/') + parser.add_argument('--cat_info', default='datasets/lvis/lvis_v1_val.json') + parser.add_argument('--out_path', default='datasets/cc3m/train_image_info.json') + parser.add_argument('--not_download_image', action='store_true') + args = parser.parse_args() + categories = json.load(open(args.cat_info, 'r'))['categories'] + images = [] + if not os.path.exists(args.save_image_path): + os.makedirs(args.save_image_path) + f = open(args.ann) + for i, line in enumerate(f): + cap, path = line[:-1].split('\t') + print(i, cap, path) + if not args.not_download_image: + os.system( + 'wget {} -O {}/{}.jpg'.format( + path, args.save_image_path, i + 1)) + try: + img = Image.open( + open('{}/{}.jpg'.format(args.save_image_path, i + 1), "rb")) + img = np.asarray(img.convert("RGB")) + h, w = img.shape[:2] + except: + continue + image_info = { + 'id': i + 1, + 'file_name': '{}.jpg'.format(i + 1), + 'height': h, + 'width': w, + 'captions': [cap], + } + images.append(image_info) + data = {'categories': categories, 'images': images, 'annotations': []} + for k, v in data.items(): + print(k, len(v)) + print('Saving to', args.out_path) + json.dump(data, open(args.out_path, 'w')) diff --git a/tools/dump_clip_features.py b/tools/dump_clip_features.py new file mode 100644 index 0000000000000000000000000000000000000000..127f8c2a86c2425611c8ec075006664f5e07df45 --- /dev/null +++ b/tools/dump_clip_features.py @@ -0,0 +1,116 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import json +import torch +import numpy as np +import itertools +from nltk.corpus import wordnet +import sys + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--ann', default='datasets/lvis/lvis_v1_val.json') + parser.add_argument('--out_path', default='') + parser.add_argument('--prompt', default='a') + parser.add_argument('--model', default='clip') + parser.add_argument('--clip_model', default="ViT-B/32") + parser.add_argument('--fix_space', action='store_true') + parser.add_argument('--use_underscore', action='store_true') + parser.add_argument('--avg_synonyms', action='store_true') + parser.add_argument('--use_wn_name', action='store_true') + args = parser.parse_args() + + print('Loading', args.ann) + data = json.load(open(args.ann, 'r')) + cat_names = [x['name'] for x in \ + sorted(data['categories'], key=lambda x: x['id'])] + if 'synonyms' in data['categories'][0]: + if args.use_wn_name: + synonyms = [ + [xx.name() for xx in wordnet.synset(x['synset']).lemmas()] \ + if x['synset'] != 'stop_sign.n.01' else ['stop_sign'] \ + for x in sorted(data['categories'], key=lambda x: x['id'])] + else: + synonyms = [x['synonyms'] for x in \ + sorted(data['categories'], key=lambda x: x['id'])] + else: + synonyms = [] + if args.fix_space: + cat_names = [x.replace('_', ' ') for x in cat_names] + if args.use_underscore: + cat_names = [x.strip().replace('/ ', '/').replace(' ', '_') for x in cat_names] + print('cat_names', cat_names) + device = "cuda" if torch.cuda.is_available() else "cpu" + + if args.prompt == 'a': + sentences = ['a ' + x for x in cat_names] + sentences_synonyms = [['a ' + xx for xx in x] for x in synonyms] + if args.prompt == 'none': + sentences = [x for x in cat_names] + sentences_synonyms = [[xx for xx in x] for x in synonyms] + elif args.prompt == 'photo': + sentences = ['a photo of a {}'.format(x) for x in cat_names] + sentences_synonyms = [['a photo of a {}'.format(xx) for xx in x] \ + for x in synonyms] + elif args.prompt == 'scene': + sentences = ['a photo of a {} in the scene'.format(x) for x in cat_names] + sentences_synonyms = [['a photo of a {} in the scene'.format(xx) for xx in x] \ + for x in synonyms] + + print('sentences_synonyms', len(sentences_synonyms), \ + sum(len(x) for x in sentences_synonyms)) + if args.model == 'clip': + import clip + print('Loading CLIP') + model, preprocess = clip.load(args.clip_model, device=device) + if args.avg_synonyms: + sentences = list(itertools.chain.from_iterable(sentences_synonyms)) + print('flattened_sentences', len(sentences)) + text = clip.tokenize(sentences).to(device) + with torch.no_grad(): + if len(text) > 10000: + text_features = torch.cat([ + model.encode_text(text[:len(text) // 2]), + model.encode_text(text[len(text) // 2:])], + dim=0) + else: + text_features = model.encode_text(text) + print('text_features.shape', text_features.shape) + if args.avg_synonyms: + synonyms_per_cat = [len(x) for x in sentences_synonyms] + text_features = text_features.split(synonyms_per_cat, dim=0) + text_features = [x.mean(dim=0) for x in text_features] + text_features = torch.stack(text_features, dim=0) + print('after stack', text_features.shape) + text_features = text_features.cpu().numpy() + elif args.model in ['bert', 'roberta']: + from transformers import AutoTokenizer, AutoModel + if args.model == 'bert': + model_name = 'bert-large-uncased' + if args.model == 'roberta': + model_name = 'roberta-large' + tokenizer = AutoTokenizer.from_pretrained(model_name) + model = AutoModel.from_pretrained(model_name) + model.eval() + if args.avg_synonyms: + sentences = list(itertools.chain.from_iterable(sentences_synonyms)) + print('flattened_sentences', len(sentences)) + inputs = tokenizer(sentences, padding=True, return_tensors="pt") + with torch.no_grad(): + model_outputs = model(**inputs) + outputs = model_outputs.pooler_output + text_features = outputs.detach().cpu() + if args.avg_synonyms: + synonyms_per_cat = [len(x) for x in sentences_synonyms] + text_features = text_features.split(synonyms_per_cat, dim=0) + text_features = [x.mean(dim=0) for x in text_features] + text_features = torch.stack(text_features, dim=0) + print('after stack', text_features.shape) + text_features = text_features.numpy() + print('text_features.shape', text_features.shape) + else: + assert 0, args.model + if args.out_path != '': + print('saveing to', args.out_path) + np.save(open(args.out_path, 'wb'), text_features) + import pdb; pdb.set_trace() diff --git a/tools/fix_o365_names.py b/tools/fix_o365_names.py new file mode 100644 index 0000000000000000000000000000000000000000..c6730eacecb646bfef67a869dc9a93de6e55b6f2 --- /dev/null +++ b/tools/fix_o365_names.py @@ -0,0 +1,34 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import json +import copy + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument("--ann", default='datasets/objects365/annotations/zhiyuan_objv2_val.json') + parser.add_argument("--fix_name_map", default='datasets/metadata/Objects365_names_fix.csv') + args = parser.parse_args() + + new_names = {} + old_names = {} + with open(args.fix_name_map, 'r') as f: + for line in f: + tmp = line.strip().split(',') + old_names[int(tmp[0])] = tmp[1] + new_names[int(tmp[0])] = tmp[2] + data = json.load(open(args.ann, 'r')) + + cat_info = copy.deepcopy(data['categories']) + + for x in cat_info: + if old_names[x['id']].strip() != x['name'].strip(): + print('{} {} {}'.format(x, old_names[x['id']], new_names[x['id']])) + import pdb; pdb.set_trace() + if old_names[x['id']] != new_names[x['id']]: + print('Renaming', x['id'], x['name'], new_names[x['id']]) + x['name'] = new_names[x['id']] + + data['categories'] = cat_info + out_name = args.ann[:-5] + '_fixname.json' + print('Saving to', out_name) + json.dump(data, open(out_name, 'w')) diff --git a/tools/fix_o365_path.py b/tools/fix_o365_path.py new file mode 100644 index 0000000000000000000000000000000000000000..38716e56c465fc1a2b904a39dd3b9660eafba398 --- /dev/null +++ b/tools/fix_o365_path.py @@ -0,0 +1,28 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import json +import path +import os + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument("--ann", default='datasets/objects365/annotations/zhiyuan_objv2_train_fixname.json') + parser.add_argument("--img_dir", default='datasets/objects365/train/') + args = parser.parse_args() + + print('Loading', args.ann) + data = json.load(open(args.ann, 'r')) + images = [] + count = 0 + for x in data['images']: + path = '{}/{}'.format(args.img_dir, x['file_name']) + if os.path.exists(path): + images.append(x) + else: + print(path) + count = count + 1 + print('Missing', count, 'images') + data['images'] = images + out_name = args.ann[:-5] + '_fixmiss.json' + print('Saving to', out_name) + json.dump(data, open(out_name, 'w')) diff --git a/tools/get_cc_tags.py b/tools/get_cc_tags.py new file mode 100644 index 0000000000000000000000000000000000000000..00bd6180ab7c5a6cbb0533a8a174e6de2f3b19b7 --- /dev/null +++ b/tools/get_cc_tags.py @@ -0,0 +1,194 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import json +from collections import defaultdict + +# This mapping is extracted from the official LVIS mapping: +# https://github.com/lvis-dataset/lvis-api/blob/master/data/coco_to_synset.json +COCO_SYNSET_CATEGORIES = [ + {"synset": "person.n.01", "coco_cat_id": 1}, + {"synset": "bicycle.n.01", "coco_cat_id": 2}, + {"synset": "car.n.01", "coco_cat_id": 3}, + {"synset": "motorcycle.n.01", "coco_cat_id": 4}, + {"synset": "airplane.n.01", "coco_cat_id": 5}, + {"synset": "bus.n.01", "coco_cat_id": 6}, + {"synset": "train.n.01", "coco_cat_id": 7}, + {"synset": "truck.n.01", "coco_cat_id": 8}, + {"synset": "boat.n.01", "coco_cat_id": 9}, + {"synset": "traffic_light.n.01", "coco_cat_id": 10}, + {"synset": "fireplug.n.01", "coco_cat_id": 11}, + {"synset": "stop_sign.n.01", "coco_cat_id": 13}, + {"synset": "parking_meter.n.01", "coco_cat_id": 14}, + {"synset": "bench.n.01", "coco_cat_id": 15}, + {"synset": "bird.n.01", "coco_cat_id": 16}, + {"synset": "cat.n.01", "coco_cat_id": 17}, + {"synset": "dog.n.01", "coco_cat_id": 18}, + {"synset": "horse.n.01", "coco_cat_id": 19}, + {"synset": "sheep.n.01", "coco_cat_id": 20}, + {"synset": "beef.n.01", "coco_cat_id": 21}, + {"synset": "elephant.n.01", "coco_cat_id": 22}, + {"synset": "bear.n.01", "coco_cat_id": 23}, + {"synset": "zebra.n.01", "coco_cat_id": 24}, + {"synset": "giraffe.n.01", "coco_cat_id": 25}, + {"synset": "backpack.n.01", "coco_cat_id": 27}, + {"synset": "umbrella.n.01", "coco_cat_id": 28}, + {"synset": "bag.n.04", "coco_cat_id": 31}, + {"synset": "necktie.n.01", "coco_cat_id": 32}, + {"synset": "bag.n.06", "coco_cat_id": 33}, + {"synset": "frisbee.n.01", "coco_cat_id": 34}, + {"synset": "ski.n.01", "coco_cat_id": 35}, + {"synset": "snowboard.n.01", "coco_cat_id": 36}, + {"synset": "ball.n.06", "coco_cat_id": 37}, + {"synset": "kite.n.03", "coco_cat_id": 38}, + {"synset": "baseball_bat.n.01", "coco_cat_id": 39}, + {"synset": "baseball_glove.n.01", "coco_cat_id": 40}, + {"synset": "skateboard.n.01", "coco_cat_id": 41}, + {"synset": "surfboard.n.01", "coco_cat_id": 42}, + {"synset": "tennis_racket.n.01", "coco_cat_id": 43}, + {"synset": "bottle.n.01", "coco_cat_id": 44}, + {"synset": "wineglass.n.01", "coco_cat_id": 46}, + {"synset": "cup.n.01", "coco_cat_id": 47}, + {"synset": "fork.n.01", "coco_cat_id": 48}, + {"synset": "knife.n.01", "coco_cat_id": 49}, + {"synset": "spoon.n.01", "coco_cat_id": 50}, + {"synset": "bowl.n.03", "coco_cat_id": 51}, + {"synset": "banana.n.02", "coco_cat_id": 52}, + {"synset": "apple.n.01", "coco_cat_id": 53}, + {"synset": "sandwich.n.01", "coco_cat_id": 54}, + {"synset": "orange.n.01", "coco_cat_id": 55}, + {"synset": "broccoli.n.01", "coco_cat_id": 56}, + {"synset": "carrot.n.01", "coco_cat_id": 57}, + # {"synset": "frank.n.02", "coco_cat_id": 58}, + {"synset": "sausage.n.01", "coco_cat_id": 58}, + {"synset": "pizza.n.01", "coco_cat_id": 59}, + {"synset": "doughnut.n.02", "coco_cat_id": 60}, + {"synset": "cake.n.03", "coco_cat_id": 61}, + {"synset": "chair.n.01", "coco_cat_id": 62}, + {"synset": "sofa.n.01", "coco_cat_id": 63}, + {"synset": "pot.n.04", "coco_cat_id": 64}, + {"synset": "bed.n.01", "coco_cat_id": 65}, + {"synset": "dining_table.n.01", "coco_cat_id": 67}, + {"synset": "toilet.n.02", "coco_cat_id": 70}, + {"synset": "television_receiver.n.01", "coco_cat_id": 72}, + {"synset": "laptop.n.01", "coco_cat_id": 73}, + {"synset": "mouse.n.04", "coco_cat_id": 74}, + {"synset": "remote_control.n.01", "coco_cat_id": 75}, + {"synset": "computer_keyboard.n.01", "coco_cat_id": 76}, + {"synset": "cellular_telephone.n.01", "coco_cat_id": 77}, + {"synset": "microwave.n.02", "coco_cat_id": 78}, + {"synset": "oven.n.01", "coco_cat_id": 79}, + {"synset": "toaster.n.02", "coco_cat_id": 80}, + {"synset": "sink.n.01", "coco_cat_id": 81}, + {"synset": "electric_refrigerator.n.01", "coco_cat_id": 82}, + {"synset": "book.n.01", "coco_cat_id": 84}, + {"synset": "clock.n.01", "coco_cat_id": 85}, + {"synset": "vase.n.01", "coco_cat_id": 86}, + {"synset": "scissors.n.01", "coco_cat_id": 87}, + {"synset": "teddy.n.01", "coco_cat_id": 88}, + {"synset": "hand_blower.n.01", "coco_cat_id": 89}, + {"synset": "toothbrush.n.01", "coco_cat_id": 90}, +] + +def map_name(x): + x = x.replace('_', ' ') + if '(' in x: + x = x[:x.find('(')] + return x.lower().strip() + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--cc_ann', default='datasets/cc3m/train_image_info.json') + parser.add_argument('--out_path', default='datasets/cc3m/train_image_info_tags.json') + parser.add_argument('--keep_images', action='store_true') + parser.add_argument('--allcaps', action='store_true') + parser.add_argument('--cat_path', default='') + parser.add_argument('--convert_caption', action='store_true') + # parser.add_argument('--lvis_ann', default='datasets/lvis/lvis_v1_val.json') + args = parser.parse_args() + + # lvis_data = json.load(open(args.lvis_ann, 'r')) + cc_data = json.load(open(args.cc_ann, 'r')) + if args.convert_caption: + num_caps = 0 + caps = defaultdict(list) + for x in cc_data['annotations']: + caps[x['image_id']].append(x['caption']) + for x in cc_data['images']: + x['captions'] = caps[x['id']] + num_caps += len(x['captions']) + print('# captions', num_caps) + + if args.cat_path != '': + print('Loading', args.cat_path) + cats = json.load(open(args.cat_path))['categories'] + if 'synonyms' not in cats[0]: + cocoid2synset = {x['coco_cat_id']: x['synset'] \ + for x in COCO_SYNSET_CATEGORIES} + synset2synonyms = {x['synset']: x['synonyms'] \ + for x in cc_data['categories']} + for x in cats: + synonyms = synset2synonyms[cocoid2synset[x['id']]] + x['synonyms'] = synonyms + x['frequency'] = 'f' + cc_data['categories'] = cats + + id2cat = {x['id']: x for x in cc_data['categories']} + class_count = {x['id']: 0 for x in cc_data['categories']} + class_data = {x['id']: [' ' + map_name(xx) + ' ' for xx in x['synonyms']] \ + for x in cc_data['categories']} + num_examples = 5 + examples = {x['id']: [] for x in cc_data['categories']} + + print('class_data', class_data) + + images = [] + for i, x in enumerate(cc_data['images']): + if i % 10000 == 0: + print(i, len(cc_data['images'])) + if args.allcaps: + caption = (' '.join(x['captions'])).lower() + else: + caption = x['captions'][0].lower() + x['pos_category_ids'] = [] + for cat_id, cat_names in class_data.items(): + find = False + for c in cat_names: + if c in caption or caption.startswith(c[1:]) \ + or caption.endswith(c[:-1]): + find = True + break + if find: + x['pos_category_ids'].append(cat_id) + class_count[cat_id] += 1 + if len(examples[cat_id]) < num_examples: + examples[cat_id].append(caption) + if len(x['pos_category_ids']) > 0 or args.keep_images: + images.append(x) + + zero_class = [] + for cat_id, count in class_count.items(): + print(id2cat[cat_id]['name'], count, end=', ') + if count == 0: + zero_class.append(id2cat[cat_id]) + print('==') + print('zero class', zero_class) + + # for freq in ['r', 'c', 'f']: + # print('#cats', freq, len([x for x in cc_data['categories'] \ + # if x['frequency'] == freq] and class_count[x['id']] > 0)) + + for freq in ['r', 'c', 'f']: + print('#Images', freq, sum([v for k, v in class_count.items() \ + if id2cat[k]['frequency'] == freq])) + + try: + out_data = {'images': images, 'categories': cc_data['categories'], \ + 'annotations': []} + for k, v in out_data.items(): + print(k, len(v)) + if args.keep_images and not args.out_path.endswith('_full.json'): + args.out_path = args.out_path[:-5] + '_full.json' + print('Writing to', args.out_path) + json.dump(out_data, open(args.out_path, 'w')) + except: + pass diff --git a/tools/get_coco_zeroshot_oriorder.py b/tools/get_coco_zeroshot_oriorder.py new file mode 100644 index 0000000000000000000000000000000000000000..ed6748be1f2ed92741ea78f5a187f9838185a80e --- /dev/null +++ b/tools/get_coco_zeroshot_oriorder.py @@ -0,0 +1,18 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import json + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--data_path', default='datasets/coco/annotations/instances_val2017_unseen_2.json') + parser.add_argument('--cat_path', default='datasets/coco/annotations/instances_val2017.json') + args = parser.parse_args() + print('Loading', args.cat_path) + cat = json.load(open(args.cat_path, 'r'))['categories'] + + print('Loading', args.data_path) + data = json.load(open(args.data_path, 'r')) + data['categories'] = cat + out_path = args.data_path[:-5] + '_oriorder.json' + print('Saving to', out_path) + json.dump(data, open(out_path, 'w')) diff --git a/tools/get_imagenet_21k_full_tar_json.py b/tools/get_imagenet_21k_full_tar_json.py new file mode 100644 index 0000000000000000000000000000000000000000..e7127440030297812a9f4df38cfd6b4cba340c39 --- /dev/null +++ b/tools/get_imagenet_21k_full_tar_json.py @@ -0,0 +1,81 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import json +import numpy as np +import pickle +import io +import gzip +import sys +import time +from nltk.corpus import wordnet +from tqdm import tqdm +import operator +import torch + +sys.path.insert(0, 'third_party/CenterNet2/projects/CenterNet2/') +sys.path.insert(0, 'third_party/Deformable-DETR') +from detic.data.tar_dataset import DiskTarDataset, _TarDataset + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument("--imagenet_dir", default='datasets/imagenet/ImageNet-21k/') + parser.add_argument("--tarfile_path", default='datasets/imagenet/metadata-22k/tar_files.npy') + parser.add_argument("--tar_index_dir", default='datasets/imagenet/metadata-22k/tarindex_npy') + parser.add_argument("--out_path", default='datasets/imagenet/annotations/imagenet-22k_image_info.json') + parser.add_argument("--workers", default=16, type=int) + args = parser.parse_args() + + + start_time = time.time() + print('Building dataset') + dataset = DiskTarDataset(args.tarfile_path, args.tar_index_dir) + end_time = time.time() + print(f"Took {end_time-start_time} seconds to make the dataset.") + print(f"Have {len(dataset)} samples.") + print('dataset', dataset) + + + tar_files = np.load(args.tarfile_path) + categories = [] + for i, tar_file in enumerate(tar_files): + wnid = tar_file[-13:-4] + synset = wordnet.synset_from_pos_and_offset('n', int(wnid[1:])) + synonyms = [x.name() for x in synset.lemmas()] + category = { + 'id': i + 1, + 'synset': synset.name(), + 'name': synonyms[0], + 'def': synset.definition(), + 'synonyms': synonyms, + } + categories.append(category) + print('categories', len(categories)) + + data_loader = torch.utils.data.DataLoader( + dataset, batch_size=1, shuffle=False, + num_workers=args.workers, + collate_fn=operator.itemgetter(0), + ) + images = [] + for img, label, index in tqdm(data_loader): + if label == -1: + continue + image = { + 'id': int(index) + 1, + 'pos_category_ids': [int(label) + 1], + 'height': int(img.height), + 'width': int(img.width), + 'tar_index': int(index), + } + images.append(image) + + data = {'categories': categories, 'images': images, 'annotations': []} + try: + for k, v in data.items(): + print(k, len(v)) + print('Saving to ', args.out_path) + json.dump(data, open(args.out_path, 'w')) + except: + pass + import pdb; pdb.set_trace() + diff --git a/tools/get_lvis_cat_info.py b/tools/get_lvis_cat_info.py new file mode 100644 index 0000000000000000000000000000000000000000..83f286983ce811c4057ea8e8041e6a95dda78113 --- /dev/null +++ b/tools/get_lvis_cat_info.py @@ -0,0 +1,44 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import json + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument("--ann", default='datasets/lvis/lvis_v1_train.json') + parser.add_argument("--add_freq", action='store_true') + parser.add_argument("--r_thresh", type=int, default=10) + parser.add_argument("--c_thresh", type=int, default=100) + args = parser.parse_args() + + print('Loading', args.ann) + data = json.load(open(args.ann, 'r')) + cats = data['categories'] + image_count = {x['id']: set() for x in cats} + ann_count = {x['id']: 0 for x in cats} + for x in data['annotations']: + image_count[x['category_id']].add(x['image_id']) + ann_count[x['category_id']] += 1 + num_freqs = {x: 0 for x in ['r', 'f', 'c']} + for x in cats: + x['image_count'] = len(image_count[x['id']]) + x['instance_count'] = ann_count[x['id']] + if args.add_freq: + freq = 'f' + if x['image_count'] < args.c_thresh: + freq = 'c' + if x['image_count'] < args.r_thresh: + freq = 'r' + x['frequency'] = freq + num_freqs[freq] += 1 + print(cats) + image_counts = sorted([x['image_count'] for x in cats]) + # print('image count', image_counts) + # import pdb; pdb.set_trace() + if args.add_freq: + for x in ['r', 'c', 'f']: + print(x, num_freqs[x]) + out = cats # {'categories': cats} + out_path = args.ann[:-5] + '_cat_info.json' + print('Saving to', out_path) + json.dump(out, open(out_path, 'w')) + diff --git a/tools/merge_lvis_coco.py b/tools/merge_lvis_coco.py new file mode 100644 index 0000000000000000000000000000000000000000..abc2b673a30541fd71679a549acd9a53f7693183 --- /dev/null +++ b/tools/merge_lvis_coco.py @@ -0,0 +1,202 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +from collections import defaultdict +import torch +import sys +import json +import numpy as np + +from detectron2.structures import Boxes, pairwise_iou +COCO_PATH = 'datasets/coco/annotations/instances_train2017.json' +IMG_PATH = 'datasets/coco/train2017/' +LVIS_PATH = 'datasets/lvis/lvis_v1_train.json' +NO_SEG = False +if NO_SEG: + SAVE_PATH = 'datasets/lvis/lvis_v1_train+coco_box.json' +else: + SAVE_PATH = 'datasets/lvis/lvis_v1_train+coco_mask.json' +THRESH = 0.7 +DEBUG = False + +# This mapping is extracted from the official LVIS mapping: +# https://github.com/lvis-dataset/lvis-api/blob/master/data/coco_to_synset.json +COCO_SYNSET_CATEGORIES = [ + {"synset": "person.n.01", "coco_cat_id": 1}, + {"synset": "bicycle.n.01", "coco_cat_id": 2}, + {"synset": "car.n.01", "coco_cat_id": 3}, + {"synset": "motorcycle.n.01", "coco_cat_id": 4}, + {"synset": "airplane.n.01", "coco_cat_id": 5}, + {"synset": "bus.n.01", "coco_cat_id": 6}, + {"synset": "train.n.01", "coco_cat_id": 7}, + {"synset": "truck.n.01", "coco_cat_id": 8}, + {"synset": "boat.n.01", "coco_cat_id": 9}, + {"synset": "traffic_light.n.01", "coco_cat_id": 10}, + {"synset": "fireplug.n.01", "coco_cat_id": 11}, + {"synset": "stop_sign.n.01", "coco_cat_id": 13}, + {"synset": "parking_meter.n.01", "coco_cat_id": 14}, + {"synset": "bench.n.01", "coco_cat_id": 15}, + {"synset": "bird.n.01", "coco_cat_id": 16}, + {"synset": "cat.n.01", "coco_cat_id": 17}, + {"synset": "dog.n.01", "coco_cat_id": 18}, + {"synset": "horse.n.01", "coco_cat_id": 19}, + {"synset": "sheep.n.01", "coco_cat_id": 20}, + {"synset": "beef.n.01", "coco_cat_id": 21}, + {"synset": "elephant.n.01", "coco_cat_id": 22}, + {"synset": "bear.n.01", "coco_cat_id": 23}, + {"synset": "zebra.n.01", "coco_cat_id": 24}, + {"synset": "giraffe.n.01", "coco_cat_id": 25}, + {"synset": "backpack.n.01", "coco_cat_id": 27}, + {"synset": "umbrella.n.01", "coco_cat_id": 28}, + {"synset": "bag.n.04", "coco_cat_id": 31}, + {"synset": "necktie.n.01", "coco_cat_id": 32}, + {"synset": "bag.n.06", "coco_cat_id": 33}, + {"synset": "frisbee.n.01", "coco_cat_id": 34}, + {"synset": "ski.n.01", "coco_cat_id": 35}, + {"synset": "snowboard.n.01", "coco_cat_id": 36}, + {"synset": "ball.n.06", "coco_cat_id": 37}, + {"synset": "kite.n.03", "coco_cat_id": 38}, + {"synset": "baseball_bat.n.01", "coco_cat_id": 39}, + {"synset": "baseball_glove.n.01", "coco_cat_id": 40}, + {"synset": "skateboard.n.01", "coco_cat_id": 41}, + {"synset": "surfboard.n.01", "coco_cat_id": 42}, + {"synset": "tennis_racket.n.01", "coco_cat_id": 43}, + {"synset": "bottle.n.01", "coco_cat_id": 44}, + {"synset": "wineglass.n.01", "coco_cat_id": 46}, + {"synset": "cup.n.01", "coco_cat_id": 47}, + {"synset": "fork.n.01", "coco_cat_id": 48}, + {"synset": "knife.n.01", "coco_cat_id": 49}, + {"synset": "spoon.n.01", "coco_cat_id": 50}, + {"synset": "bowl.n.03", "coco_cat_id": 51}, + {"synset": "banana.n.02", "coco_cat_id": 52}, + {"synset": "apple.n.01", "coco_cat_id": 53}, + {"synset": "sandwich.n.01", "coco_cat_id": 54}, + {"synset": "orange.n.01", "coco_cat_id": 55}, + {"synset": "broccoli.n.01", "coco_cat_id": 56}, + {"synset": "carrot.n.01", "coco_cat_id": 57}, + # {"synset": "frank.n.02", "coco_cat_id": 58}, + {"synset": "sausage.n.01", "coco_cat_id": 58}, + {"synset": "pizza.n.01", "coco_cat_id": 59}, + {"synset": "doughnut.n.02", "coco_cat_id": 60}, + {"synset": "cake.n.03", "coco_cat_id": 61}, + {"synset": "chair.n.01", "coco_cat_id": 62}, + {"synset": "sofa.n.01", "coco_cat_id": 63}, + {"synset": "pot.n.04", "coco_cat_id": 64}, + {"synset": "bed.n.01", "coco_cat_id": 65}, + {"synset": "dining_table.n.01", "coco_cat_id": 67}, + {"synset": "toilet.n.02", "coco_cat_id": 70}, + {"synset": "television_receiver.n.01", "coco_cat_id": 72}, + {"synset": "laptop.n.01", "coco_cat_id": 73}, + {"synset": "mouse.n.04", "coco_cat_id": 74}, + {"synset": "remote_control.n.01", "coco_cat_id": 75}, + {"synset": "computer_keyboard.n.01", "coco_cat_id": 76}, + {"synset": "cellular_telephone.n.01", "coco_cat_id": 77}, + {"synset": "microwave.n.02", "coco_cat_id": 78}, + {"synset": "oven.n.01", "coco_cat_id": 79}, + {"synset": "toaster.n.02", "coco_cat_id": 80}, + {"synset": "sink.n.01", "coco_cat_id": 81}, + {"synset": "electric_refrigerator.n.01", "coco_cat_id": 82}, + {"synset": "book.n.01", "coco_cat_id": 84}, + {"synset": "clock.n.01", "coco_cat_id": 85}, + {"synset": "vase.n.01", "coco_cat_id": 86}, + {"synset": "scissors.n.01", "coco_cat_id": 87}, + {"synset": "teddy.n.01", "coco_cat_id": 88}, + {"synset": "hand_blower.n.01", "coco_cat_id": 89}, + {"synset": "toothbrush.n.01", "coco_cat_id": 90}, +] + + +def get_bbox(ann): + bbox = ann['bbox'] + return [bbox[0], bbox[1], bbox[0] + bbox[2], bbox[1] + bbox[3]] + + +if __name__ == '__main__': + file_name_key = 'file_name' if 'v0.5' in LVIS_PATH else 'coco_url' + coco_data = json.load(open(COCO_PATH, 'r')) + lvis_data = json.load(open(LVIS_PATH, 'r')) + + coco_cats = coco_data['categories'] + lvis_cats = lvis_data['categories'] + + num_find = 0 + num_not_find = 0 + num_twice = 0 + coco2lviscats = {} + synset2lvisid = {x['synset']: x['id'] for x in lvis_cats} + # cocoid2synset = {x['coco_cat_id']: x['synset'] for x in COCO_SYNSET_CATEGORIES} + coco2lviscats = {x['coco_cat_id']: synset2lvisid[x['synset']] \ + for x in COCO_SYNSET_CATEGORIES if x['synset'] in synset2lvisid} + print(len(coco2lviscats)) + + lvis_file2id = {x[file_name_key][-16:]: x['id'] for x in lvis_data['images']} + lvis_id2img = {x['id']: x for x in lvis_data['images']} + lvis_catid2name = {x['id']: x['name'] for x in lvis_data['categories']} + + coco_file2anns = {} + coco_id2img = {x['id']: x for x in coco_data['images']} + coco_img2anns = defaultdict(list) + for ann in coco_data['annotations']: + coco_img = coco_id2img[ann['image_id']] + file_name = coco_img['file_name'][-16:] + if ann['category_id'] in coco2lviscats and \ + file_name in lvis_file2id: + lvis_image_id = lvis_file2id[file_name] + lvis_image = lvis_id2img[lvis_image_id] + lvis_cat_id = coco2lviscats[ann['category_id']] + if lvis_cat_id in lvis_image['neg_category_ids']: + continue + if DEBUG: + import cv2 + img_path = IMG_PATH + file_name + img = cv2.imread(img_path) + print(lvis_catid2name[lvis_cat_id]) + print('neg', [lvis_catid2name[x] for x in lvis_image['neg_category_ids']]) + cv2.imshow('img', img) + cv2.waitKey() + ann['category_id'] = lvis_cat_id + ann['image_id'] = lvis_image_id + coco_img2anns[file_name].append(ann) + + lvis_img2anns = defaultdict(list) + for ann in lvis_data['annotations']: + lvis_img = lvis_id2img[ann['image_id']] + file_name = lvis_img[file_name_key][-16:] + lvis_img2anns[file_name].append(ann) + + ann_id_count = 0 + anns = [] + for file_name in lvis_img2anns: + coco_anns = coco_img2anns[file_name] + lvis_anns = lvis_img2anns[file_name] + ious = pairwise_iou( + Boxes(torch.tensor([get_bbox(x) for x in coco_anns])), + Boxes(torch.tensor([get_bbox(x) for x in lvis_anns])) + ) + + for ann in lvis_anns: + ann_id_count = ann_id_count + 1 + ann['id'] = ann_id_count + anns.append(ann) + + for i, ann in enumerate(coco_anns): + if len(ious[i]) == 0 or ious[i].max() < THRESH: + ann_id_count = ann_id_count + 1 + ann['id'] = ann_id_count + anns.append(ann) + else: + duplicated = False + for j in range(len(ious[i])): + if ious[i, j] >= THRESH and \ + coco_anns[i]['category_id'] == lvis_anns[j]['category_id']: + duplicated = True + if not duplicated: + ann_id_count = ann_id_count + 1 + ann['id'] = ann_id_count + anns.append(ann) + if NO_SEG: + for ann in anns: + del ann['segmentation'] + lvis_data['annotations'] = anns + + print('# Images', len(lvis_data['images'])) + print('# Anns', len(lvis_data['annotations'])) + json.dump(lvis_data, open(SAVE_PATH, 'w')) diff --git a/tools/preprocess_imagenet22k.py b/tools/preprocess_imagenet22k.py new file mode 100644 index 0000000000000000000000000000000000000000..6dda56c222a30c7be23fafbdab4be3fe611597e2 --- /dev/null +++ b/tools/preprocess_imagenet22k.py @@ -0,0 +1,148 @@ +#!/usr/bin/env python3 +# Copyright (c) Facebook, Inc. and its affiliates. + +import os +import numpy as np +import sys + +sys.path.insert(0, 'third_party/CenterNet2/projects/CenterNet2/') +sys.path.insert(0, 'third_party/Deformable-DETR') +from detic.data.tar_dataset import _TarDataset, DiskTarDataset +import pickle +import io +import gzip +import time + + +class _RawTarDataset(object): + + def __init__(self, filename, indexname, preload=False): + self.filename = filename + self.names = [] + self.offsets = [] + + for l in open(indexname): + ll = l.split() + a, b, c = ll[:3] + offset = int(b[:-1]) + if l.endswith('** Block of NULs **\n'): + self.offsets.append(offset) + break + else: + if c.endswith('JPEG'): + self.names.append(c) + self.offsets.append(offset) + else: + # ignore directories + pass + if preload: + self.data = np.memmap(filename, mode='r', dtype='uint8') + else: + self.data = None + + def __len__(self): + return len(self.names) + + def __getitem__(self, idx): + if self.data is None: + self.data = np.memmap(self.filename, mode='r', dtype='uint8') + ofs = self.offsets[idx] * 512 + fsize = 512 * (self.offsets[idx + 1] - self.offsets[idx]) + data = self.data[ofs:ofs + fsize] + + if data[:13].tostring() == '././@LongLink': + data = data[3 * 512:] + else: + data = data[512:] + + # just to make it more fun a few JPEGs are GZIP compressed... + # catch this case + if tuple(data[:2]) == (0x1f, 0x8b): + s = io.StringIO(data.tostring()) + g = gzip.GzipFile(None, 'r', 0, s) + sdata = g.read() + else: + sdata = data.tostring() + return sdata + + + +def preprocess(): + # Follow https://github.com/Alibaba-MIIL/ImageNet21K/blob/main/dataset_preprocessing/processing_script.sh + # Expect 12358684 samples with 11221 classes + # ImageNet folder has 21841 classes (synsets) + + i22kdir = '/datasets01/imagenet-22k/062717/' + i22ktarlogs = '/checkpoint/imisra/datasets/imagenet-22k/tarindex' + class_names_file = '/checkpoint/imisra/datasets/imagenet-22k/words.txt' + + output_dir = '/checkpoint/zhouxy/Datasets/ImageNet/metadata-22k/' + i22knpytarlogs = '/checkpoint/zhouxy/Datasets/ImageNet/metadata-22k/tarindex_npy' + print('Listing dir') + log_files = os.listdir(i22ktarlogs) + log_files = [x for x in log_files if x.endswith(".tarlog")] + log_files.sort() + chunk_datasets = [] + dataset_lens = [] + min_count = 0 + create_npy_tarlogs = True + print('Creating folders') + if create_npy_tarlogs: + os.makedirs(i22knpytarlogs, exist_ok=True) + for log_file in log_files: + syn = log_file.replace(".tarlog", "") + dataset = _RawTarDataset(os.path.join(i22kdir, syn + ".tar"), + os.path.join(i22ktarlogs, syn + ".tarlog"), + preload=False) + names = np.array(dataset.names) + offsets = np.array(dataset.offsets, dtype=np.int64) + np.save(os.path.join(i22knpytarlogs, f"{syn}_names.npy"), names) + np.save(os.path.join(i22knpytarlogs, f"{syn}_offsets.npy"), offsets) + + os.makedirs(output_dir, exist_ok=True) + + start_time = time.time() + for log_file in log_files: + syn = log_file.replace(".tarlog", "") + dataset = _TarDataset(os.path.join(i22kdir, syn + ".tar"), i22knpytarlogs) + # dataset = _RawTarDataset(os.path.join(i22kdir, syn + ".tar"), + # os.path.join(i22ktarlogs, syn + ".tarlog"), + # preload=False) + dataset_lens.append(len(dataset)) + end_time = time.time() + print(f"Time {end_time - start_time}") + + + dataset_lens = np.array(dataset_lens) + dataset_valid = dataset_lens > min_count + + syn2class = {} + with open(class_names_file) as fh: + for line in fh: + line = line.strip().split("\t") + syn2class[line[0]] = line[1] + + tarlog_files = [] + class_names = [] + tar_files = [] + for k in range(len(dataset_valid)): + if not dataset_valid[k]: + continue + syn = log_files[k].replace(".tarlog", "") + tarlog_files.append(os.path.join(i22ktarlogs, syn + ".tarlog")) + tar_files.append(os.path.join(i22kdir, syn + ".tar")) + class_names.append(syn2class[syn]) + + tarlog_files = np.array(tarlog_files) + tar_files = np.array(tar_files) + class_names = np.array(class_names) + print(f"Have {len(class_names)} classes and {dataset_lens[dataset_valid].sum()} samples") + + np.save(os.path.join(output_dir, "tarlog_files.npy"), tarlog_files) + np.save(os.path.join(output_dir, "tar_files.npy"), tar_files) + np.save(os.path.join(output_dir, "class_names.npy"), class_names) + np.save(os.path.join(output_dir, "tar_files.npy"), tar_files) + + +if __name__ == "__main__": + preprocess() diff --git a/tools/remove_lvis_rare.py b/tools/remove_lvis_rare.py new file mode 100644 index 0000000000000000000000000000000000000000..06e4e881bfa50e2cd74747511a3ad2e8676e0c70 --- /dev/null +++ b/tools/remove_lvis_rare.py @@ -0,0 +1,20 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import argparse +import json + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--ann', default='datasets/lvis/lvis_v1_train.json') + args = parser.parse_args() + + print('Loading', args.ann) + data = json.load(open(args.ann, 'r')) + catid2freq = {x['id']: x['frequency'] for x in data['categories']} + print('ori #anns', len(data['annotations'])) + exclude = ['r'] + data['annotations'] = [x for x in data['annotations'] \ + if catid2freq[x['category_id']] not in exclude] + print('filtered #anns', len(data['annotations'])) + out_path = args.ann[:-5] + '_norare.json' + print('Saving to', out_path) + json.dump(data, open(out_path, 'w')) diff --git a/tools/unzip_imagenet_lvis.py b/tools/unzip_imagenet_lvis.py new file mode 100644 index 0000000000000000000000000000000000000000..56ccad1a9024f425951ae025182fb709d2effcab --- /dev/null +++ b/tools/unzip_imagenet_lvis.py @@ -0,0 +1,19 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import os +import argparse + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--src_path', default='datasets/imagenet/ImageNet-21K/') + parser.add_argument('--dst_path', default='datasets/imagenet/ImageNet-LVIS/') + parser.add_argument('--data_path', default='datasets/imagenet_lvis_wnid.txt') + args = parser.parse_args() + + f = open(args.data_path) + for i, line in enumerate(f): + cmd = 'mkdir {x} && tar -xf {src}/{l}.tar -C {x}'.format( + src=args.src_path, + l=line.strip(), + x=args.dst_path + '/' + line.strip()) + print(i, cmd) + os.system(cmd) diff --git a/train_net.py b/train_net.py new file mode 100644 index 0000000000000000000000000000000000000000..251257ceb9e9dde53b12f6adf64c28fd71b3d43d --- /dev/null +++ b/train_net.py @@ -0,0 +1,269 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +import logging +import os +import sys +from collections import OrderedDict +import torch +from torch.nn.parallel import DistributedDataParallel +import time +import datetime + +from fvcore.common.timer import Timer +import detectron2.utils.comm as comm +from detectron2.checkpoint import DetectionCheckpointer, PeriodicCheckpointer +from detectron2.config import get_cfg +from detectron2.data import ( + MetadataCatalog, + build_detection_test_loader, +) +from detectron2.engine import default_argument_parser, default_setup, launch + +from detectron2.evaluation import ( + inference_on_dataset, + print_csv_format, + LVISEvaluator, + COCOEvaluator, +) +from detectron2.modeling import build_model +from detectron2.solver import build_lr_scheduler, build_optimizer +from detectron2.utils.events import ( + CommonMetricPrinter, + EventStorage, + JSONWriter, + TensorboardXWriter, +) +from detectron2.data.dataset_mapper import DatasetMapper +from detectron2.data.build import build_detection_train_loader +from detectron2.utils.logger import setup_logger +from torch.cuda.amp import GradScaler + +sys.path.insert(0, 'third_party/CenterNet2/projects/CenterNet2/') +from centernet.config import add_centernet_config + +sys.path.insert(0, 'third_party/Deformable-DETR') +from detic.config import add_detic_config +from detic.data.custom_build_augmentation import build_custom_augmentation +from detic.data.custom_dataset_dataloader import build_custom_train_loader +from detic.data.custom_dataset_mapper import CustomDatasetMapper, DetrDatasetMapper +from detic.custom_solver import build_custom_optimizer +from detic.evaluation.oideval import OIDEvaluator +from detic.evaluation.custom_coco_eval import CustomCOCOEvaluator +from detic.modeling.utils import reset_cls_test + + +logger = logging.getLogger("detectron2") + +def do_test(cfg, model): + results = OrderedDict() + for d, dataset_name in enumerate(cfg.DATASETS.TEST): + if cfg.MODEL.RESET_CLS_TESTS: + reset_cls_test( + model, + cfg.MODEL.TEST_CLASSIFIERS[d], + cfg.MODEL.TEST_NUM_CLASSES[d]) + mapper = None if cfg.INPUT.TEST_INPUT_TYPE == 'default' \ + else DatasetMapper( + cfg, False, augmentations=build_custom_augmentation(cfg, False)) + data_loader = build_detection_test_loader(cfg, dataset_name, mapper=mapper) + output_folder = os.path.join( + cfg.OUTPUT_DIR, "inference_{}".format(dataset_name)) + evaluator_type = MetadataCatalog.get(dataset_name).evaluator_type + + if evaluator_type == "lvis" or cfg.GEN_PSEDO_LABELS: + evaluator = LVISEvaluator(dataset_name, cfg, True, output_folder) + elif evaluator_type == 'coco': + if dataset_name == 'coco_generalized_zeroshot_val': + # Additionally plot mAP for 'seen classes' and 'unseen classes' + evaluator = CustomCOCOEvaluator(dataset_name, cfg, True, output_folder) + else: + evaluator = COCOEvaluator(dataset_name, cfg, True, output_folder) + elif evaluator_type == 'oid': + evaluator = OIDEvaluator(dataset_name, cfg, True, output_folder) + else: + assert 0, evaluator_type + + results[dataset_name] = inference_on_dataset( + model, data_loader, evaluator) + if comm.is_main_process(): + logger.info("Evaluation results for {} in csv format:".format( + dataset_name)) + print_csv_format(results[dataset_name]) + if len(results) == 1: + results = list(results.values())[0] + return results + +def do_train(cfg, model, resume=False): + model.train() + if cfg.SOLVER.USE_CUSTOM_SOLVER: + optimizer = build_custom_optimizer(cfg, model) + else: + assert cfg.SOLVER.OPTIMIZER == 'SGD' + assert cfg.SOLVER.CLIP_GRADIENTS.CLIP_TYPE != 'full_model' + assert cfg.SOLVER.BACKBONE_MULTIPLIER == 1. + optimizer = build_optimizer(cfg, model) + scheduler = build_lr_scheduler(cfg, optimizer) + + checkpointer = DetectionCheckpointer( + model, cfg.OUTPUT_DIR, optimizer=optimizer, scheduler=scheduler + ) + + start_iter = checkpointer.resume_or_load( + cfg.MODEL.WEIGHTS, resume=resume).get("iteration", -1) + 1 + if not resume: + start_iter = 0 + max_iter = cfg.SOLVER.MAX_ITER if cfg.SOLVER.TRAIN_ITER < 0 else cfg.SOLVER.TRAIN_ITER + + periodic_checkpointer = PeriodicCheckpointer( + checkpointer, cfg.SOLVER.CHECKPOINT_PERIOD, max_iter=max_iter + ) + + writers = ( + [ + CommonMetricPrinter(max_iter), + JSONWriter(os.path.join(cfg.OUTPUT_DIR, "metrics.json")), + TensorboardXWriter(cfg.OUTPUT_DIR), + ] + if comm.is_main_process() + else [] + ) + + use_custom_mapper = cfg.WITH_IMAGE_LABELS + MapperClass = CustomDatasetMapper if use_custom_mapper else DatasetMapper + mapper = MapperClass(cfg, True) if cfg.INPUT.CUSTOM_AUG == '' else \ + DetrDatasetMapper(cfg, True) if cfg.INPUT.CUSTOM_AUG == 'DETR' else \ + MapperClass(cfg, True, augmentations=build_custom_augmentation(cfg, True)) + if cfg.DATALOADER.SAMPLER_TRAIN in ['TrainingSampler', 'RepeatFactorTrainingSampler']: + data_loader = build_detection_train_loader(cfg, mapper=mapper) + else: + data_loader = build_custom_train_loader(cfg, mapper=mapper) + + if cfg.FP16: + scaler = GradScaler() + + logger.info("Starting training from iteration {}".format(start_iter)) + with EventStorage(start_iter) as storage: + step_timer = Timer() + data_timer = Timer() + start_time = time.perf_counter() + for data, iteration in zip(data_loader, range(start_iter, max_iter)): + data_time = data_timer.seconds() + storage.put_scalars(data_time=data_time) + step_timer.reset() + iteration = iteration + 1 + storage.step() + loss_dict = model(data) + + losses = sum( + loss for k, loss in loss_dict.items()) + assert torch.isfinite(losses).all(), loss_dict + + loss_dict_reduced = {k: v.item() \ + for k, v in comm.reduce_dict(loss_dict).items()} + losses_reduced = sum(loss for loss in loss_dict_reduced.values()) + if comm.is_main_process(): + storage.put_scalars( + total_loss=losses_reduced, **loss_dict_reduced) + + optimizer.zero_grad() + if cfg.FP16: + scaler.scale(losses).backward() + scaler.step(optimizer) + scaler.update() + else: + losses.backward() + optimizer.step() + + storage.put_scalar( + "lr", optimizer.param_groups[0]["lr"], smoothing_hint=False) + + step_time = step_timer.seconds() + storage.put_scalars(time=step_time) + data_timer.reset() + scheduler.step() + + if (cfg.TEST.EVAL_PERIOD > 0 + and iteration % cfg.TEST.EVAL_PERIOD == 0 + and iteration != max_iter): + do_test(cfg, model) + comm.synchronize() + + if iteration - start_iter > 5 and \ + (iteration % 20 == 0 or iteration == max_iter): + for writer in writers: + writer.write() + periodic_checkpointer.step(iteration) + + total_time = time.perf_counter() - start_time + logger.info( + "Total training time: {}".format( + str(datetime.timedelta(seconds=int(total_time))))) + +def setup(args): + """ + Create configs and perform basic setups. + """ + cfg = get_cfg() + add_centernet_config(cfg) + add_detic_config(cfg) + cfg.merge_from_file(args.config_file) + cfg.merge_from_list(args.opts) + if '/auto' in cfg.OUTPUT_DIR: + file_name = os.path.basename(args.config_file)[:-5] + cfg.OUTPUT_DIR = cfg.OUTPUT_DIR.replace('/auto', '/{}'.format(file_name)) + logger.info('OUTPUT_DIR: {}'.format(cfg.OUTPUT_DIR)) + cfg.freeze() + default_setup(cfg, args) + setup_logger(output=cfg.OUTPUT_DIR, \ + distributed_rank=comm.get_rank(), name="detic") + return cfg + + +def main(args): + cfg = setup(args) + + model = build_model(cfg) + logger.info("Model:\n{}".format(model)) + if args.eval_only: + DetectionCheckpointer(model, save_dir=cfg.OUTPUT_DIR).resume_or_load( + cfg.MODEL.WEIGHTS, resume=args.resume + ) + + return do_test(cfg, model) + + distributed = comm.get_world_size() > 1 + if distributed: + model = DistributedDataParallel( + model, device_ids=[comm.get_local_rank()], broadcast_buffers=False, + find_unused_parameters=cfg.FIND_UNUSED_PARAM + ) + + do_train(cfg, model, resume=args.resume) + return do_test(cfg, model) + + +if __name__ == "__main__": + args = default_argument_parser() + args = args.parse_args() + if args.num_machines == 1: + args.dist_url = 'tcp://127.0.0.1:{}'.format( + torch.randint(11111, 60000, (1,))[0].item()) + else: + if args.dist_url == 'host': + args.dist_url = 'tcp://{}:12345'.format( + os.environ['SLURM_JOB_NODELIST']) + elif not args.dist_url.startswith('tcp'): + tmp = os.popen( + 'echo $(scontrol show job {} | grep BatchHost)'.format( + args.dist_url) + ).read() + tmp = tmp[tmp.find('=') + 1: -1] + args.dist_url = 'tcp://{}:12345'.format(tmp) + print("Command Line Args:", args) + launch( + main, + args.num_gpus, + num_machines=args.num_machines, + machine_rank=args.machine_rank, + dist_url=args.dist_url, + args=(args,), + )