Delete utils

utils/banana_config.yaml

@@ -1,497 +0,0 @@
-!!python/object/new:detectron2.config.config.CfgNode
-dictitems:
-  CUDNN_BENCHMARK: false
-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ASPECT_RATIO_GROUPING: true
-      FILTER_EMPTY_ANNOTATIONS: true
-      NUM_WORKERS: 2
-      REPEAT_SQRT: true
-      REPEAT_THRESHOLD: 0.0
-      SAMPLER_TRAIN: TrainingSampler
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000
-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
-      PROPOSAL_FILES_TEST: !!python/tuple []
-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
-      TRAIN: !!python/tuple
-      - my_dataset_train
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  FLOAT32_PRECISION: ''
-  GLOBAL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      HACK: 1.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  INPUT: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      CROP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          SIZE:
-          - 0.9
-          - 0.9
-          TYPE: relative_range
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      FORMAT: BGR
-      MASK_FORMAT: polygon
-      MAX_SIZE_TEST: 1333
-      MAX_SIZE_TRAIN: 1333
-      MIN_SIZE_TEST: 800
-      MIN_SIZE_TRAIN: !!python/tuple
-      - 640
-      - 672
-      - 704
-      - 736
-      - 768
-      - 800
-      MIN_SIZE_TRAIN_SAMPLING: choice
-      RANDOM_FLIP: horizontal
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  MODEL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ANCHOR_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ANGLES:
-          - - -90
-            - 0
-            - 90
-          ASPECT_RATIOS:
-          - - 0.5
-            - 1.0
-            - 2.0
-          NAME: DefaultAnchorGenerator
-          OFFSET: 0.0
-          SIZES:
-          - - 32
-          - - 64
-          - - 128
-          - - 256
-          - - 512
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BACKBONE: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FREEZE_AT: 2
-          NAME: build_resnet_fpn_backbone
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DEVICE: cuda
-      FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FUSE_TYPE: sum
-          IN_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          NORM: ''
-          OUT_CHANNELS: 256
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      KEYPOINT_ON: false
-      LOAD_PROPOSALS: false
-      MASK_ON: true
-      META_ARCHITECTURE: GeneralizedRCNN
-      PANOPTIC_FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMBINE: !!python/object/new:detectron2.config.config.CfgNode
-            dictitems:
-              ENABLED: true
-              INSTANCES_CONFIDENCE_THRESH: 0.5
-              OVERLAP_THRESH: 0.5
-              STUFF_AREA_LIMIT: 4096
-            state:
-              __deprecated_keys__: !!set {}
-              __immutable__: false
-              __new_allowed__: false
-              __renamed_keys__: {}
-          INSTANCE_LOSS_WEIGHT: 1.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      PIXEL_MEAN:
-      - 103.53
-      - 116.28
-      - 123.675
-      PIXEL_STD:
-      - 1.0
-      - 1.0
-      - 1.0
-      PROPOSAL_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          MIN_SIZE: 0
-          NAME: RPN
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RESNETS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          DEFORM_MODULATED: false
-          DEFORM_NUM_GROUPS: 1
-          DEFORM_ON_PER_STAGE:
-          - false
-          - false
-          - false
-          - false
-          DEPTH: 50
-          NORM: FrozenBN
-          NUM_GROUPS: 1
-          OUT_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          RES2_OUT_CHANNELS: 256
-          RES5_DILATION: 1
-          STEM_OUT_CHANNELS: 64
-          STRIDE_IN_1X1: true
-          WIDTH_PER_GROUP: 64
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RETINANET: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_WEIGHTS: &id002 !!python/tuple
-          - 1.0
-          - 1.0
-          - 1.0
-          - 1.0
-          FOCAL_LOSS_ALPHA: 0.25
-          FOCAL_LOSS_GAMMA: 2.0
-          IN_FEATURES:
-          - p3
-          - p4
-          - p5
-          - p6
-          - p7
-          IOU_LABELS:
-          - 0
-          - -1
-          - 1
-          IOU_THRESHOLDS:
-          - 0.4
-          - 0.5
-          NMS_THRESH_TEST: 0.5
-          NORM: ''
-          NUM_CLASSES: 80
-          NUM_CONVS: 4
-          PRIOR_PROB: 0.01
-          SCORE_THRESH_TEST: 0.05
-          SMOOTH_L1_LOSS_BETA: 0.1
-          TOPK_CANDIDATES_TEST: 1000
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_BOX_CASCADE_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_WEIGHTS: !!python/tuple
-          - &id001 !!python/tuple
-            - 10.0
-            - 10.0
-            - 5.0
-            - 5.0
-          - !!python/tuple
-            - 20.0
-            - 20.0
-            - 10.0
-            - 10.0
-          - !!python/tuple
-            - 30.0
-            - 30.0
-            - 15.0
-            - 15.0
-          IOUS: !!python/tuple
-          - 0.5
-          - 0.6
-          - 0.7
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_BOX_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_LOSS_WEIGHT: 1.0
-          BBOX_REG_WEIGHTS: *id001
-          CLS_AGNOSTIC_BBOX_REG: false
-          CONV_DIM: 256
-          FC_DIM: 1024
-          FED_LOSS_FREQ_WEIGHT_POWER: 0.5
-          FED_LOSS_NUM_CLASSES: 50
-          NAME: FastRCNNConvFCHead
-          NORM: ''
-          NUM_CONV: 0
-          NUM_FC: 2
-          POOLER_RESOLUTION: 7
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-          SMOOTH_L1_BETA: 0.0
-          TRAIN_ON_PRED_BOXES: false
-          USE_FED_LOSS: false
-          USE_SIGMOID_CE: false
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_HEADS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BATCH_SIZE_PER_IMAGE: 256
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          IOU_LABELS:
-          - 0
-          - 1
-          IOU_THRESHOLDS:
-          - 0.5
-          NAME: StandardROIHeads
-          NMS_THRESH_TEST: 0.5
-          NUM_CLASSES: 4
-          POSITIVE_FRACTION: 0.25
-          PROPOSAL_APPEND_GT: true
-          SCORE_THRESH_TEST: 0.05
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_KEYPOINT_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CONV_DIMS: !!python/tuple
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          LOSS_WEIGHT: 1.0
-          MIN_KEYPOINTS_PER_IMAGE: 1
-          NAME: KRCNNConvDeconvUpsampleHead
-          NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: true
-          NUM_KEYPOINTS: 17
-          POOLER_RESOLUTION: 14
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_MASK_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLS_AGNOSTIC_MASK: false
-          CONV_DIM: 256
-          NAME: MaskRCNNConvUpsampleHead
-          NORM: ''
-          NUM_CONV: 4
-          POOLER_RESOLUTION: 14
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BATCH_SIZE_PER_IMAGE: 256
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_LOSS_WEIGHT: 1.0
-          BBOX_REG_WEIGHTS: *id002
-          BOUNDARY_THRESH: -1
-          CONV_DIMS:
-          - -1
-          HEAD_NAME: StandardRPNHead
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          - p6
-          IOU_LABELS:
-          - 0
-          - -1
-          - 1
-          IOU_THRESHOLDS:
-          - 0.3
-          - 0.7
-          LOSS_WEIGHT: 1.0
-          NMS_THRESH: 0.7
-          POSITIVE_FRACTION: 0.5
-          POST_NMS_TOPK_TEST: 1000
-          POST_NMS_TOPK_TRAIN: 1000
-          PRE_NMS_TOPK_TEST: 1000
-          PRE_NMS_TOPK_TRAIN: 2000
-          SMOOTH_L1_BETA: 0.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      SEM_SEG_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMMON_STRIDE: 4
-          CONVS_DIM: 128
-          IGNORE_VALUE: 255
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          LOSS_WEIGHT: 1.0
-          NAME: SemSegFPNHead
-          NORM: GN
-          NUM_CLASSES: 54
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      WEIGHTS: https://dl.fbaipublicfiles.com/detectron2/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  OUTPUT_DIR: /content/drive/MyDrive/ComputerVisionEngineer/Banana/models/Detectron2_Models
-  SEED: -1
-  SOLVER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AMP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BASE_LR: 0.00025
-      BASE_LR_END: 0.0
-      BIAS_LR_FACTOR: 1.0
-      CHECKPOINT_PERIOD: 5000
-      CLIP_GRADIENTS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLIP_TYPE: value
-          CLIP_VALUE: 1.0
-          ENABLED: false
-          NORM_TYPE: 2.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      GAMMA: 0.1
-      IMS_PER_BATCH: 2
-      LR_SCHEDULER_NAME: WarmupMultiStepLR
-      MAX_ITER: 1000
-      MOMENTUM: 0.9
-      NESTEROV: false
-      NUM_DECAYS: 3
-      REFERENCE_WORLD_SIZE: 0
-      RESCALE_INTERVAL: false
-      STEPS: []
-      WARMUP_FACTOR: 0.001
-      WARMUP_ITERS: 1000
-      WARMUP_METHOD: linear
-      WEIGHT_DECAY: 0.0001
-      WEIGHT_DECAY_BIAS: null
-      WEIGHT_DECAY_NORM: 0.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  TEST: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AUG: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          FLIP: true
-          MAX_SIZE: 4000
-          MIN_SIZES: !!python/tuple
-          - 400
-          - 500
-          - 600
-          - 700
-          - 800
-          - 900
-          - 1000
-          - 1100
-          - 1200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DETECTIONS_PER_IMAGE: 100
-      EVAL_PERIOD: 0
-      EXPECTED_RESULTS: []
-      KEYPOINT_OKS_SIGMAS: []
-      PRECISE_BN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          NUM_ITER: 200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  VERSION: 2
-  VIS_PERIOD: 0
-state:
-  __deprecated_keys__: !!set {}
-  __immutable__: false
-  __new_allowed__: false
-  __renamed_keys__: {}

utils/cucumber_config.yaml

@@ -1,497 +0,0 @@
-!!python/object/new:detectron2.config.config.CfgNode
-dictitems:
-  CUDNN_BENCHMARK: false
-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ASPECT_RATIO_GROUPING: true
-      FILTER_EMPTY_ANNOTATIONS: true
-      NUM_WORKERS: 2
-      REPEAT_SQRT: true
-      REPEAT_THRESHOLD: 0.0
-      SAMPLER_TRAIN: TrainingSampler
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000
-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
-      PROPOSAL_FILES_TEST: !!python/tuple []
-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
-      TRAIN: !!python/tuple
-      - my_dataset_train
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  FLOAT32_PRECISION: ''
-  GLOBAL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      HACK: 1.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  INPUT: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      CROP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          SIZE:
-          - 0.9
-          - 0.9
-          TYPE: relative_range
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      FORMAT: BGR
-      MASK_FORMAT: polygon
-      MAX_SIZE_TEST: 1333
-      MAX_SIZE_TRAIN: 1333
-      MIN_SIZE_TEST: 800
-      MIN_SIZE_TRAIN: !!python/tuple
-      - 640
-      - 672
-      - 704
-      - 736
-      - 768
-      - 800
-      MIN_SIZE_TRAIN_SAMPLING: choice
-      RANDOM_FLIP: horizontal
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  MODEL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ANCHOR_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ANGLES:
-          - - -90
-            - 0
-            - 90
-          ASPECT_RATIOS:
-          - - 0.5
-            - 1.0
-            - 2.0
-          NAME: DefaultAnchorGenerator
-          OFFSET: 0.0
-          SIZES:
-          - - 32
-          - - 64
-          - - 128
-          - - 256
-          - - 512
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BACKBONE: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FREEZE_AT: 2
-          NAME: build_resnet_fpn_backbone
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DEVICE: cuda
-      FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FUSE_TYPE: sum
-          IN_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          NORM: ''
-          OUT_CHANNELS: 256
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      KEYPOINT_ON: false
-      LOAD_PROPOSALS: false
-      MASK_ON: true
-      META_ARCHITECTURE: GeneralizedRCNN
-      PANOPTIC_FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMBINE: !!python/object/new:detectron2.config.config.CfgNode
-            dictitems:
-              ENABLED: true
-              INSTANCES_CONFIDENCE_THRESH: 0.5
-              OVERLAP_THRESH: 0.5
-              STUFF_AREA_LIMIT: 4096
-            state:
-              __deprecated_keys__: !!set {}
-              __immutable__: false
-              __new_allowed__: false
-              __renamed_keys__: {}
-          INSTANCE_LOSS_WEIGHT: 1.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      PIXEL_MEAN:
-      - 103.53
-      - 116.28
-      - 123.675
-      PIXEL_STD:
-      - 1.0
-      - 1.0
-      - 1.0
-      PROPOSAL_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          MIN_SIZE: 0
-          NAME: RPN
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RESNETS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          DEFORM_MODULATED: false
-          DEFORM_NUM_GROUPS: 1
-          DEFORM_ON_PER_STAGE:
-          - false
-          - false
-          - false
-          - false
-          DEPTH: 50
-          NORM: FrozenBN
-          NUM_GROUPS: 1
-          OUT_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          RES2_OUT_CHANNELS: 256
-          RES5_DILATION: 1
-          STEM_OUT_CHANNELS: 64
-          STRIDE_IN_1X1: true
-          WIDTH_PER_GROUP: 64
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RETINANET: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_WEIGHTS: &id002 !!python/tuple
-          - 1.0
-          - 1.0
-          - 1.0
-          - 1.0
-          FOCAL_LOSS_ALPHA: 0.25
-          FOCAL_LOSS_GAMMA: 2.0
-          IN_FEATURES:
-          - p3
-          - p4
-          - p5
-          - p6
-          - p7
-          IOU_LABELS:
-          - 0
-          - -1
-          - 1
-          IOU_THRESHOLDS:
-          - 0.4
-          - 0.5
-          NMS_THRESH_TEST: 0.5
-          NORM: ''
-          NUM_CLASSES: 80
-          NUM_CONVS: 4
-          PRIOR_PROB: 0.01
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-        dictitems:
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-          FED_LOSS_FREQ_WEIGHT_POWER: 0.5
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-          POOLER_TYPE: ROIAlignV2
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-          POOLER_SAMPLING_RATIO: 0
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-        dictitems:
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-    state:
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-state:
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utils/grape_config.yaml

@@ -1,497 +0,0 @@
-!!python/object/new:detectron2.config.config.CfgNode
-dictitems:
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-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
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-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
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-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
-      PROPOSAL_FILES_TEST: !!python/tuple []
-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
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-  FLOAT32_PRECISION: ''
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-  INPUT: !!python/object/new:detectron2.config.config.CfgNode
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-      MIN_SIZE_TRAIN: !!python/tuple
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-        dictitems:
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-      RESNETS: !!python/object/new:detectron2.config.config.CfgNode
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-          RES2_OUT_CHANNELS: 256
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-          FED_LOSS_FREQ_WEIGHT_POWER: 0.5
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-          NAME: FastRCNNConvFCHead
-          NORM: ''
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-          PRE_NMS_TOPK_TRAIN: 2000
-          SMOOTH_L1_BETA: 0.0
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-      BIAS_LR_FACTOR: 1.0
-      CHECKPOINT_PERIOD: 5000
-      CLIP_GRADIENTS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLIP_TYPE: value
-          CLIP_VALUE: 1.0
-          ENABLED: false
-          NORM_TYPE: 2.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      GAMMA: 0.1
-      IMS_PER_BATCH: 2
-      LR_SCHEDULER_NAME: WarmupMultiStepLR
-      MAX_ITER: 1000
-      MOMENTUM: 0.9
-      NESTEROV: false
-      NUM_DECAYS: 3
-      REFERENCE_WORLD_SIZE: 0
-      RESCALE_INTERVAL: false
-      STEPS: []
-      WARMUP_FACTOR: 0.001
-      WARMUP_ITERS: 1000
-      WARMUP_METHOD: linear
-      WEIGHT_DECAY: 0.0001
-      WEIGHT_DECAY_BIAS: null
-      WEIGHT_DECAY_NORM: 0.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  TEST: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AUG: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          FLIP: true
-          MAX_SIZE: 4000
-          MIN_SIZES: !!python/tuple
-          - 400
-          - 500
-          - 600
-          - 700
-          - 800
-          - 900
-          - 1000
-          - 1100
-          - 1200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DETECTIONS_PER_IMAGE: 100
-      EVAL_PERIOD: 0
-      EXPECTED_RESULTS: []
-      KEYPOINT_OKS_SIGMAS: []
-      PRECISE_BN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          NUM_ITER: 200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  VERSION: 2
-  VIS_PERIOD: 0
-state:
-  __deprecated_keys__: !!set {}
-  __immutable__: false
-  __new_allowed__: false
-  __renamed_keys__: {}

utils/kaki_config.yaml

@@ -1,497 +0,0 @@
-!!python/object/new:detectron2.config.config.CfgNode
-dictitems:
-  CUDNN_BENCHMARK: false
-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ASPECT_RATIO_GROUPING: true
-      FILTER_EMPTY_ANNOTATIONS: true
-      NUM_WORKERS: 2
-      REPEAT_SQRT: true
-      REPEAT_THRESHOLD: 0.0
-      SAMPLER_TRAIN: TrainingSampler
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000
-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
-      PROPOSAL_FILES_TEST: !!python/tuple []
-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
-      TRAIN: !!python/tuple
-      - my_dataset_train
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  FLOAT32_PRECISION: ''
-  GLOBAL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      HACK: 1.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  INPUT: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      CROP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          SIZE:
-          - 0.9
-          - 0.9
-          TYPE: relative_range
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      FORMAT: BGR
-      MASK_FORMAT: polygon
-      MAX_SIZE_TEST: 1333
-      MAX_SIZE_TRAIN: 1333
-      MIN_SIZE_TEST: 800
-      MIN_SIZE_TRAIN: !!python/tuple
-      - 640
-      - 672
-      - 704
-      - 736
-      - 768
-      - 800
-      MIN_SIZE_TRAIN_SAMPLING: choice
-      RANDOM_FLIP: horizontal
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  MODEL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ANCHOR_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ANGLES:
-          - - -90
-            - 0
-            - 90
-          ASPECT_RATIOS:
-          - - 0.5
-            - 1.0
-            - 2.0
-          NAME: DefaultAnchorGenerator
-          OFFSET: 0.0
-          SIZES:
-          - - 32
-          - - 64
-          - - 128
-          - - 256
-          - - 512
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BACKBONE: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FREEZE_AT: 2
-          NAME: build_resnet_fpn_backbone
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DEVICE: cuda
-      FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FUSE_TYPE: sum
-          IN_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          NORM: ''
-          OUT_CHANNELS: 256
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      KEYPOINT_ON: false
-      LOAD_PROPOSALS: false
-      MASK_ON: true
-      META_ARCHITECTURE: GeneralizedRCNN
-      PANOPTIC_FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMBINE: !!python/object/new:detectron2.config.config.CfgNode
-            dictitems:
-              ENABLED: true
-              INSTANCES_CONFIDENCE_THRESH: 0.5
-              OVERLAP_THRESH: 0.5
-              STUFF_AREA_LIMIT: 4096
-            state:
-              __deprecated_keys__: !!set {}
-              __immutable__: false
-              __new_allowed__: false
-              __renamed_keys__: {}
-          INSTANCE_LOSS_WEIGHT: 1.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      PIXEL_MEAN:
-      - 103.53
-      - 116.28
-      - 123.675
-      PIXEL_STD:
-      - 1.0
-      - 1.0
-      - 1.0
-      PROPOSAL_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          MIN_SIZE: 0
-          NAME: RPN
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RESNETS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          DEFORM_MODULATED: false
-          DEFORM_NUM_GROUPS: 1
-          DEFORM_ON_PER_STAGE:
-          - false
-          - false
-          - false
-          - false
-          DEPTH: 50
-          NORM: FrozenBN
-          NUM_GROUPS: 1
-          OUT_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          RES2_OUT_CHANNELS: 256
-          RES5_DILATION: 1
-          STEM_OUT_CHANNELS: 64
-          STRIDE_IN_1X1: true
-          WIDTH_PER_GROUP: 64
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RETINANET: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_WEIGHTS: &id002 !!python/tuple
-          - 1.0
-          - 1.0
-          - 1.0
-          - 1.0
-          FOCAL_LOSS_ALPHA: 0.25
-          FOCAL_LOSS_GAMMA: 2.0
-          IN_FEATURES:
-          - p3
-          - p4
-          - p5
-          - p6
-          - p7
-          IOU_LABELS:
-          - 0
-          - -1
-          - 1
-          IOU_THRESHOLDS:
-          - 0.4
-          - 0.5
-          NMS_THRESH_TEST: 0.5
-          NORM: ''
-          NUM_CLASSES: 80
-          NUM_CONVS: 4
-          PRIOR_PROB: 0.01
-          SCORE_THRESH_TEST: 0.05
-          SMOOTH_L1_LOSS_BETA: 0.1
-          TOPK_CANDIDATES_TEST: 1000
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_BOX_CASCADE_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_WEIGHTS: !!python/tuple
-          - &id001 !!python/tuple
-            - 10.0
-            - 10.0
-            - 5.0
-            - 5.0
-          - !!python/tuple
-            - 20.0
-            - 20.0
-            - 10.0
-            - 10.0
-          - !!python/tuple
-            - 30.0
-            - 30.0
-            - 15.0
-            - 15.0
-          IOUS: !!python/tuple
-          - 0.5
-          - 0.6
-          - 0.7
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_BOX_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_LOSS_WEIGHT: 1.0
-          BBOX_REG_WEIGHTS: *id001
-          CLS_AGNOSTIC_BBOX_REG: false
-          CONV_DIM: 256
-          FC_DIM: 1024
-          FED_LOSS_FREQ_WEIGHT_POWER: 0.5
-          FED_LOSS_NUM_CLASSES: 50
-          NAME: FastRCNNConvFCHead
-          NORM: ''
-          NUM_CONV: 0
-          NUM_FC: 2
-          POOLER_RESOLUTION: 7
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-          SMOOTH_L1_BETA: 0.0
-          TRAIN_ON_PRED_BOXES: false
-          USE_FED_LOSS: false
-          USE_SIGMOID_CE: false
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_HEADS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BATCH_SIZE_PER_IMAGE: 256
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          IOU_LABELS:
-          - 0
-          - 1
-          IOU_THRESHOLDS:
-          - 0.5
-          NAME: StandardROIHeads
-          NMS_THRESH_TEST: 0.5
-          NUM_CLASSES: 4
-          POSITIVE_FRACTION: 0.25
-          PROPOSAL_APPEND_GT: true
-          SCORE_THRESH_TEST: 0.5
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_KEYPOINT_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CONV_DIMS: !!python/tuple
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          LOSS_WEIGHT: 1.0
-          MIN_KEYPOINTS_PER_IMAGE: 1
-          NAME: KRCNNConvDeconvUpsampleHead
-          NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: true
-          NUM_KEYPOINTS: 17
-          POOLER_RESOLUTION: 14
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_MASK_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLS_AGNOSTIC_MASK: false
-          CONV_DIM: 256
-          NAME: MaskRCNNConvUpsampleHead
-          NORM: ''
-          NUM_CONV: 4
-          POOLER_RESOLUTION: 14
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BATCH_SIZE_PER_IMAGE: 256
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_LOSS_WEIGHT: 1.0
-          BBOX_REG_WEIGHTS: *id002
-          BOUNDARY_THRESH: -1
-          CONV_DIMS:
-          - -1
-          HEAD_NAME: StandardRPNHead
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          - p6
-          IOU_LABELS:
-          - 0
-          - -1
-          - 1
-          IOU_THRESHOLDS:
-          - 0.3
-          - 0.7
-          LOSS_WEIGHT: 1.0
-          NMS_THRESH: 0.7
-          POSITIVE_FRACTION: 0.5
-          POST_NMS_TOPK_TEST: 1000
-          POST_NMS_TOPK_TRAIN: 1000
-          PRE_NMS_TOPK_TEST: 1000
-          PRE_NMS_TOPK_TRAIN: 2000
-          SMOOTH_L1_BETA: 0.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      SEM_SEG_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMMON_STRIDE: 4
-          CONVS_DIM: 128
-          IGNORE_VALUE: 255
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          LOSS_WEIGHT: 1.0
-          NAME: SemSegFPNHead
-          NORM: GN
-          NUM_CLASSES: 54
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      WEIGHTS: /content/drive/MyDrive/ComputerVisionEngineer/kaki/models/Detectron2_Models/model_final.pth
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  OUTPUT_DIR: /content/drive/MyDrive/ComputerVisionEngineer/kaki/models/Detectron2_Models
-  SEED: -1
-  SOLVER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AMP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BASE_LR: 0.00025
-      BASE_LR_END: 0.0
-      BIAS_LR_FACTOR: 1.0
-      CHECKPOINT_PERIOD: 5000
-      CLIP_GRADIENTS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLIP_TYPE: value
-          CLIP_VALUE: 1.0
-          ENABLED: false
-          NORM_TYPE: 2.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      GAMMA: 0.1
-      IMS_PER_BATCH: 2
-      LR_SCHEDULER_NAME: WarmupMultiStepLR
-      MAX_ITER: 1000
-      MOMENTUM: 0.9
-      NESTEROV: false
-      NUM_DECAYS: 3
-      REFERENCE_WORLD_SIZE: 0
-      RESCALE_INTERVAL: false
-      STEPS: []
-      WARMUP_FACTOR: 0.001
-      WARMUP_ITERS: 1000
-      WARMUP_METHOD: linear
-      WEIGHT_DECAY: 0.0001
-      WEIGHT_DECAY_BIAS: null
-      WEIGHT_DECAY_NORM: 0.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  TEST: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AUG: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          FLIP: true
-          MAX_SIZE: 4000
-          MIN_SIZES: !!python/tuple
-          - 400
-          - 500
-          - 600
-          - 700
-          - 800
-          - 900
-          - 1000
-          - 1100
-          - 1200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DETECTIONS_PER_IMAGE: 100
-      EVAL_PERIOD: 0
-      EXPECTED_RESULTS: []
-      KEYPOINT_OKS_SIGMAS: []
-      PRECISE_BN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          NUM_ITER: 200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  VERSION: 2
-  VIS_PERIOD: 0
-state:
-  __deprecated_keys__: !!set {}
-  __immutable__: false
-  __new_allowed__: false
-  __renamed_keys__: {}

utils/papaya_config.yaml

@@ -1,497 +0,0 @@
-!!python/object/new:detectron2.config.config.CfgNode
-dictitems:
-  CUDNN_BENCHMARK: false
-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ASPECT_RATIO_GROUPING: true
-      FILTER_EMPTY_ANNOTATIONS: true
-      NUM_WORKERS: 2
-      REPEAT_SQRT: true
-      REPEAT_THRESHOLD: 0.0
-      SAMPLER_TRAIN: TrainingSampler
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000
-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
-      PROPOSAL_FILES_TEST: !!python/tuple []
-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
-      TRAIN: !!python/tuple
-      - my_dataset_train
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  FLOAT32_PRECISION: ''
-  GLOBAL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      HACK: 1.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  INPUT: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      CROP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          SIZE:
-          - 0.9
-          - 0.9
-          TYPE: relative_range
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      FORMAT: BGR
-      MASK_FORMAT: polygon
-      MAX_SIZE_TEST: 1333
-      MAX_SIZE_TRAIN: 1333
-      MIN_SIZE_TEST: 800
-      MIN_SIZE_TRAIN: !!python/tuple
-      - 640
-      - 672
-      - 704
-      - 736
-      - 768
-      - 800
-      MIN_SIZE_TRAIN_SAMPLING: choice
-      RANDOM_FLIP: horizontal
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  MODEL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ANCHOR_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ANGLES:
-          - - -90
-            - 0
-            - 90
-          ASPECT_RATIOS:
-          - - 0.5
-            - 1.0
-            - 2.0
-          NAME: DefaultAnchorGenerator
-          OFFSET: 0.0
-          SIZES:
-          - - 32
-          - - 64
-          - - 128
-          - - 256
-          - - 512
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BACKBONE: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FREEZE_AT: 2
-          NAME: build_resnet_fpn_backbone
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DEVICE: cuda
-      FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FUSE_TYPE: sum
-          IN_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          NORM: ''
-          OUT_CHANNELS: 256
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      KEYPOINT_ON: false
-      LOAD_PROPOSALS: false
-      MASK_ON: true
-      META_ARCHITECTURE: GeneralizedRCNN
-      PANOPTIC_FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMBINE: !!python/object/new:detectron2.config.config.CfgNode
-            dictitems:
-              ENABLED: true
-              INSTANCES_CONFIDENCE_THRESH: 0.5
-              OVERLAP_THRESH: 0.5
-              STUFF_AREA_LIMIT: 4096
-            state:
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-        dictitems:
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-          NAME: FastRCNNConvFCHead
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-          NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: true
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-          POOLER_SAMPLING_RATIO: 0
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-        dictitems:
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-state:
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utils/peach_config.yaml

@@ -1,497 +0,0 @@
-!!python/object/new:detectron2.config.config.CfgNode
-dictitems:
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-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
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-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
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-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
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-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
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-  FLOAT32_PRECISION: ''
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-          FED_LOSS_NUM_CLASSES: 50
-          NAME: FastRCNNConvFCHead
-          NORM: ''
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-          POOLER_TYPE: ROIAlignV2
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-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_LOSS_WEIGHT: 1.0
-          BBOX_REG_WEIGHTS: *id002
-          BOUNDARY_THRESH: -1
-          CONV_DIMS:
-          - -1
-          HEAD_NAME: StandardRPNHead
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          - p6
-          IOU_LABELS:
-          - 0
-          - -1
-          - 1
-          IOU_THRESHOLDS:
-          - 0.3
-          - 0.7
-          LOSS_WEIGHT: 1.0
-          NMS_THRESH: 0.7
-          POSITIVE_FRACTION: 0.5
-          POST_NMS_TOPK_TEST: 1000
-          POST_NMS_TOPK_TRAIN: 1000
-          PRE_NMS_TOPK_TEST: 1000
-          PRE_NMS_TOPK_TRAIN: 2000
-          SMOOTH_L1_BETA: 0.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      SEM_SEG_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMMON_STRIDE: 4
-          CONVS_DIM: 128
-          IGNORE_VALUE: 255
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          LOSS_WEIGHT: 1.0
-          NAME: SemSegFPNHead
-          NORM: GN
-          NUM_CLASSES: 54
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      WEIGHTS: https://dl.fbaipublicfiles.com/detectron2/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  OUTPUT_DIR: /content/drive/MyDrive/ComputerVisionEngineer/Peach/models/Detectron2_Models
-  SEED: -1
-  SOLVER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AMP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BASE_LR: 0.00025
-      BASE_LR_END: 0.0
-      BIAS_LR_FACTOR: 1.0
-      CHECKPOINT_PERIOD: 5000
-      CLIP_GRADIENTS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLIP_TYPE: value
-          CLIP_VALUE: 1.0
-          ENABLED: false
-          NORM_TYPE: 2.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      GAMMA: 0.1
-      IMS_PER_BATCH: 2
-      LR_SCHEDULER_NAME: WarmupMultiStepLR
-      MAX_ITER: 1000
-      MOMENTUM: 0.9
-      NESTEROV: false
-      NUM_DECAYS: 3
-      REFERENCE_WORLD_SIZE: 0
-      RESCALE_INTERVAL: false
-      STEPS: []
-      WARMUP_FACTOR: 0.001
-      WARMUP_ITERS: 1000
-      WARMUP_METHOD: linear
-      WEIGHT_DECAY: 0.0001
-      WEIGHT_DECAY_BIAS: null
-      WEIGHT_DECAY_NORM: 0.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  TEST: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AUG: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          FLIP: true
-          MAX_SIZE: 4000
-          MIN_SIZES: !!python/tuple
-          - 400
-          - 500
-          - 600
-          - 700
-          - 800
-          - 900
-          - 1000
-          - 1100
-          - 1200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DETECTIONS_PER_IMAGE: 100
-      EVAL_PERIOD: 0
-      EXPECTED_RESULTS: []
-      KEYPOINT_OKS_SIGMAS: []
-      PRECISE_BN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          NUM_ITER: 200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  VERSION: 2
-  VIS_PERIOD: 0
-state:
-  __deprecated_keys__: !!set {}
-  __immutable__: false
-  __new_allowed__: false
-  __renamed_keys__: {}

utils/pear_config.yaml

@@ -1,497 +0,0 @@
-!!python/object/new:detectron2.config.config.CfgNode
-dictitems:
-  CUDNN_BENCHMARK: false
-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ASPECT_RATIO_GROUPING: true
-      FILTER_EMPTY_ANNOTATIONS: true
-      NUM_WORKERS: 2
-      REPEAT_SQRT: true
-      REPEAT_THRESHOLD: 0.0
-      SAMPLER_TRAIN: TrainingSampler
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000
-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
-      PROPOSAL_FILES_TEST: !!python/tuple []
-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
-      TRAIN: !!python/tuple
-      - my_dataset_train
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  FLOAT32_PRECISION: ''
-  GLOBAL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      HACK: 1.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  INPUT: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      CROP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          SIZE:
-          - 0.9
-          - 0.9
-          TYPE: relative_range
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      FORMAT: BGR
-      MASK_FORMAT: polygon
-      MAX_SIZE_TEST: 1333
-      MAX_SIZE_TRAIN: 1333
-      MIN_SIZE_TEST: 800
-      MIN_SIZE_TRAIN: !!python/tuple
-      - 640
-      - 672
-      - 704
-      - 736
-      - 768
-      - 800
-      MIN_SIZE_TRAIN_SAMPLING: choice
-      RANDOM_FLIP: horizontal
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  MODEL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ANCHOR_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ANGLES:
-          - - -90
-            - 0
-            - 90
-          ASPECT_RATIOS:
-          - - 0.5
-            - 1.0
-            - 2.0
-          NAME: DefaultAnchorGenerator
-          OFFSET: 0.0
-          SIZES:
-          - - 32
-          - - 64
-          - - 128
-          - - 256
-          - - 512
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BACKBONE: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FREEZE_AT: 2
-          NAME: build_resnet_fpn_backbone
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DEVICE: cuda
-      FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FUSE_TYPE: sum
-          IN_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          NORM: ''
-          OUT_CHANNELS: 256
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      KEYPOINT_ON: false
-      LOAD_PROPOSALS: false
-      MASK_ON: true
-      META_ARCHITECTURE: GeneralizedRCNN
-      PANOPTIC_FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMBINE: !!python/object/new:detectron2.config.config.CfgNode
-            dictitems:
-              ENABLED: true
-              INSTANCES_CONFIDENCE_THRESH: 0.5
-              OVERLAP_THRESH: 0.5
-              STUFF_AREA_LIMIT: 4096
-            state:
-              __deprecated_keys__: !!set {}
-              __immutable__: false
-              __new_allowed__: false
-              __renamed_keys__: {}
-          INSTANCE_LOSS_WEIGHT: 1.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      PIXEL_MEAN:
-      - 103.53
-      - 116.28
-      - 123.675
-      PIXEL_STD:
-      - 1.0
-      - 1.0
-      - 1.0
-      PROPOSAL_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          MIN_SIZE: 0
-          NAME: RPN
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RESNETS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          DEFORM_MODULATED: false
-          DEFORM_NUM_GROUPS: 1
-          DEFORM_ON_PER_STAGE:
-          - false
-          - false
-          - false
-          - false
-          DEPTH: 50
-          NORM: FrozenBN
-          NUM_GROUPS: 1
-          OUT_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          RES2_OUT_CHANNELS: 256
-          RES5_DILATION: 1
-          STEM_OUT_CHANNELS: 64
-          STRIDE_IN_1X1: true
-          WIDTH_PER_GROUP: 64
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RETINANET: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_WEIGHTS: &id002 !!python/tuple
-          - 1.0
-          - 1.0
-          - 1.0
-          - 1.0
-          FOCAL_LOSS_ALPHA: 0.25
-          FOCAL_LOSS_GAMMA: 2.0
-          IN_FEATURES:
-          - p3
-          - p4
-          - p5
-          - p6
-          - p7
-          IOU_LABELS:
-          - 0
-          - -1
-          - 1
-          IOU_THRESHOLDS:
-          - 0.4
-          - 0.5
-          NMS_THRESH_TEST: 0.5
-          NORM: ''
-          NUM_CLASSES: 80
-          NUM_CONVS: 4
-          PRIOR_PROB: 0.01
-          SCORE_THRESH_TEST: 0.05
-          SMOOTH_L1_LOSS_BETA: 0.1
-          TOPK_CANDIDATES_TEST: 1000
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_BOX_CASCADE_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_WEIGHTS: !!python/tuple
-          - &id001 !!python/tuple
-            - 10.0
-            - 10.0
-            - 5.0
-            - 5.0
-          - !!python/tuple
-            - 20.0
-            - 20.0
-            - 10.0
-            - 10.0
-          - !!python/tuple
-            - 30.0
-            - 30.0
-            - 15.0
-            - 15.0
-          IOUS: !!python/tuple
-          - 0.5
-          - 0.6
-          - 0.7
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_BOX_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_LOSS_WEIGHT: 1.0
-          BBOX_REG_WEIGHTS: *id001
-          CLS_AGNOSTIC_BBOX_REG: false
-          CONV_DIM: 256
-          FC_DIM: 1024
-          FED_LOSS_FREQ_WEIGHT_POWER: 0.5
-          FED_LOSS_NUM_CLASSES: 50
-          NAME: FastRCNNConvFCHead
-          NORM: ''
-          NUM_CONV: 0
-          NUM_FC: 2
-          POOLER_RESOLUTION: 7
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-          SMOOTH_L1_BETA: 0.0
-          TRAIN_ON_PRED_BOXES: false
-          USE_FED_LOSS: false
-          USE_SIGMOID_CE: false
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_HEADS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BATCH_SIZE_PER_IMAGE: 256
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          IOU_LABELS:
-          - 0
-          - 1
-          IOU_THRESHOLDS:
-          - 0.5
-          NAME: StandardROIHeads
-          NMS_THRESH_TEST: 0.5
-          NUM_CLASSES: 4
-          POSITIVE_FRACTION: 0.25
-          PROPOSAL_APPEND_GT: true
-          SCORE_THRESH_TEST: 0.05
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_KEYPOINT_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CONV_DIMS: !!python/tuple
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          LOSS_WEIGHT: 1.0
-          MIN_KEYPOINTS_PER_IMAGE: 1
-          NAME: KRCNNConvDeconvUpsampleHead
-          NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: true
-          NUM_KEYPOINTS: 17
-          POOLER_RESOLUTION: 14
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_MASK_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLS_AGNOSTIC_MASK: false
-          CONV_DIM: 256
-          NAME: MaskRCNNConvUpsampleHead
-          NORM: ''
-          NUM_CONV: 4
-          POOLER_RESOLUTION: 14
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BATCH_SIZE_PER_IMAGE: 256
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_LOSS_WEIGHT: 1.0
-          BBOX_REG_WEIGHTS: *id002
-          BOUNDARY_THRESH: -1
-          CONV_DIMS:
-          - -1
-          HEAD_NAME: StandardRPNHead
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          - p6
-          IOU_LABELS:
-          - 0
-          - -1
-          - 1
-          IOU_THRESHOLDS:
-          - 0.3
-          - 0.7
-          LOSS_WEIGHT: 1.0
-          NMS_THRESH: 0.7
-          POSITIVE_FRACTION: 0.5
-          POST_NMS_TOPK_TEST: 1000
-          POST_NMS_TOPK_TRAIN: 1000
-          PRE_NMS_TOPK_TEST: 1000
-          PRE_NMS_TOPK_TRAIN: 2000
-          SMOOTH_L1_BETA: 0.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      SEM_SEG_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMMON_STRIDE: 4
-          CONVS_DIM: 128
-          IGNORE_VALUE: 255
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          LOSS_WEIGHT: 1.0
-          NAME: SemSegFPNHead
-          NORM: GN
-          NUM_CLASSES: 54
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      WEIGHTS: https://dl.fbaipublicfiles.com/detectron2/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  OUTPUT_DIR: /content/drive/MyDrive/ComputerVisionEngineer/Pear/models/Detectron2_Models
-  SEED: -1
-  SOLVER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AMP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BASE_LR: 0.00025
-      BASE_LR_END: 0.0
-      BIAS_LR_FACTOR: 1.0
-      CHECKPOINT_PERIOD: 5000
-      CLIP_GRADIENTS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLIP_TYPE: value
-          CLIP_VALUE: 1.0
-          ENABLED: false
-          NORM_TYPE: 2.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      GAMMA: 0.1
-      IMS_PER_BATCH: 2
-      LR_SCHEDULER_NAME: WarmupMultiStepLR
-      MAX_ITER: 1000
-      MOMENTUM: 0.9
-      NESTEROV: false
-      NUM_DECAYS: 3
-      REFERENCE_WORLD_SIZE: 0
-      RESCALE_INTERVAL: false
-      STEPS: []
-      WARMUP_FACTOR: 0.001
-      WARMUP_ITERS: 1000
-      WARMUP_METHOD: linear
-      WEIGHT_DECAY: 0.0001
-      WEIGHT_DECAY_BIAS: null
-      WEIGHT_DECAY_NORM: 0.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  TEST: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AUG: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          FLIP: true
-          MAX_SIZE: 4000
-          MIN_SIZES: !!python/tuple
-          - 400
-          - 500
-          - 600
-          - 700
-          - 800
-          - 900
-          - 1000
-          - 1100
-          - 1200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DETECTIONS_PER_IMAGE: 100
-      EVAL_PERIOD: 0
-      EXPECTED_RESULTS: []
-      KEYPOINT_OKS_SIGMAS: []
-      PRECISE_BN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          NUM_ITER: 200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  VERSION: 2
-  VIS_PERIOD: 0
-state:
-  __deprecated_keys__: !!set {}
-  __immutable__: false
-  __new_allowed__: false
-  __renamed_keys__: {}

utils/peeper_config.yaml

@@ -1,497 +0,0 @@
-!!python/object/new:detectron2.config.config.CfgNode
-dictitems:
-  CUDNN_BENCHMARK: false
-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ASPECT_RATIO_GROUPING: true
-      FILTER_EMPTY_ANNOTATIONS: true
-      NUM_WORKERS: 2
-      REPEAT_SQRT: true
-      REPEAT_THRESHOLD: 0.0
-      SAMPLER_TRAIN: TrainingSampler
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000
-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
-      PROPOSAL_FILES_TEST: !!python/tuple []
-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
-      TRAIN: !!python/tuple
-      - my_dataset_train
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  FLOAT32_PRECISION: ''
-  GLOBAL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      HACK: 1.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  INPUT: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      CROP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          SIZE:
-          - 0.9
-          - 0.9
-          TYPE: relative_range
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
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-        dictitems:
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-        dictitems:
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-          - res2
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utils/strawberry_config.yaml

@@ -1,497 +0,0 @@
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-dictitems:
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-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
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-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
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-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
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-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
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-      - my_dataset_train
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-          NORM: FrozenBN
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-          FED_LOSS_FREQ_WEIGHT_POWER: 0.5
-          FED_LOSS_NUM_CLASSES: 50
-          NAME: FastRCNNConvFCHead
-          NORM: ''
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-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
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-          TRAIN_ON_PRED_BOXES: false
-          USE_FED_LOSS: false
-          USE_SIGMOID_CE: false
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
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-      ROI_HEADS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BATCH_SIZE_PER_IMAGE: 256
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          IOU_LABELS:
-          - 0
-          - 1
-          IOU_THRESHOLDS:
-          - 0.5
-          NAME: StandardROIHeads
-          NMS_THRESH_TEST: 0.5
-          NUM_CLASSES: 4
-          POSITIVE_FRACTION: 0.25
-          PROPOSAL_APPEND_GT: true
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-        state:
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-      ROI_KEYPOINT_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
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-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          LOSS_WEIGHT: 1.0
-          MIN_KEYPOINTS_PER_IMAGE: 1
-          NAME: KRCNNConvDeconvUpsampleHead
-          NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: true
-          NUM_KEYPOINTS: 17
-          POOLER_RESOLUTION: 14
-          POOLER_SAMPLING_RATIO: 0
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-        state:
-          __deprecated_keys__: !!set {}
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-      ROI_MASK_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLS_AGNOSTIC_MASK: false
-          CONV_DIM: 256
-          NAME: MaskRCNNConvUpsampleHead
-          NORM: ''
-          NUM_CONV: 4
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-        state:
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-      RPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
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-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_LOSS_WEIGHT: 1.0
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-          BOUNDARY_THRESH: -1
-          CONV_DIMS:
-          - -1
-          HEAD_NAME: StandardRPNHead
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          - p6
-          IOU_LABELS:
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-          - -1
-          - 1
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-          POST_NMS_TOPK_TEST: 1000
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-        dictitems:
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-          - p3
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-          NAME: SemSegFPNHead
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-        state:
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-      WEIGHTS: https://dl.fbaipublicfiles.com/detectron2/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl
-    state:
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-  SEED: -1
-  SOLVER: !!python/object/new:detectron2.config.config.CfgNode
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-      CHECKPOINT_PERIOD: 5000
-      CLIP_GRADIENTS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLIP_TYPE: value
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-      WEIGHT_DECAY_BIAS: null
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-    state:
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-  TEST: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AUG: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          FLIP: true
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-          MIN_SIZES: !!python/tuple
-          - 400
-          - 500
-          - 600
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-          - 800
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-          - 1100
-          - 1200
-        state:
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-      DETECTIONS_PER_IMAGE: 100
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-      EXPECTED_RESULTS: []
-      KEYPOINT_OKS_SIGMAS: []
-      PRECISE_BN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
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-        state:
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-  VERSION: 2
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-state:
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utils/tomato_config.yaml

@@ -1,497 +0,0 @@
-!!python/object/new:detectron2.config.config.CfgNode
-dictitems:
-  CUDNN_BENCHMARK: false
-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
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-      FILTER_EMPTY_ANNOTATIONS: true
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-      REPEAT_SQRT: true
-      REPEAT_THRESHOLD: 0.0
-      SAMPLER_TRAIN: TrainingSampler
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-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000
-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
-      PROPOSAL_FILES_TEST: !!python/tuple []
-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
-      TRAIN: !!python/tuple
-      - my_dataset_train
-    state:
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-  FLOAT32_PRECISION: ''
-  GLOBAL: !!python/object/new:detectron2.config.config.CfgNode
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-  INPUT: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      CROP: !!python/object/new:detectron2.config.config.CfgNode
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-          SIZE:
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-          - 0.9
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-      FORMAT: BGR
-      MASK_FORMAT: polygon
-      MAX_SIZE_TEST: 1333
-      MAX_SIZE_TRAIN: 1333
-      MIN_SIZE_TEST: 800
-      MIN_SIZE_TRAIN: !!python/tuple
-      - 640
-      - 672
-      - 704
-      - 736
-      - 768
-      - 800
-      MIN_SIZE_TRAIN_SAMPLING: choice
-      RANDOM_FLIP: horizontal
-    state:
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-            - 0
-            - 90
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-            - 2.0
-          NAME: DefaultAnchorGenerator
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-          SIZES:
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-          - - 64
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-          - - 512
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-          NAME: build_resnet_fpn_backbone
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-      PANOPTIC_FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
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-            dictitems:
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-              INSTANCES_CONFIDENCE_THRESH: 0.5
-              OVERLAP_THRESH: 0.5
-              STUFF_AREA_LIMIT: 4096
-            state:
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-      PIXEL_MEAN:
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-      - 1.0
-      - 1.0
-      PROPOSAL_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
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-          NAME: RPN
-        state:
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-      RESNETS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
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-          DEFORM_ON_PER_STAGE:
-          - false
-          - false
-          - false
-          - false
-          DEPTH: 50
-          NORM: FrozenBN
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-          OUT_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          RES2_OUT_CHANNELS: 256
-          RES5_DILATION: 1
-          STEM_OUT_CHANNELS: 64
-          STRIDE_IN_1X1: true
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-        state:
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-      RETINANET: !!python/object/new:detectron2.config.config.CfgNode
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-          - 1.0
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-          - p4
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-          - p7
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-        state:
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-      ROI_BOX_CASCADE_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
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-          - &id001 !!python/tuple
-            - 10.0
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-          - !!python/tuple
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-          IOUS: !!python/tuple
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-        state:
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-      ROI_BOX_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_LOSS_TYPE: smooth_l1
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-          BBOX_REG_WEIGHTS: *id001
-          CLS_AGNOSTIC_BBOX_REG: false
-          CONV_DIM: 256
-          FC_DIM: 1024
-          FED_LOSS_FREQ_WEIGHT_POWER: 0.5
-          FED_LOSS_NUM_CLASSES: 50
-          NAME: FastRCNNConvFCHead
-          NORM: ''
-          NUM_CONV: 0
-          NUM_FC: 2
-          POOLER_RESOLUTION: 7
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-          SMOOTH_L1_BETA: 0.0
-          TRAIN_ON_PRED_BOXES: false
-          USE_FED_LOSS: false
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-        state:
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-        dictitems:
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-          POST_NMS_TOPK_TEST: 1000
-          POST_NMS_TOPK_TRAIN: 1000
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-          PRE_NMS_TOPK_TRAIN: 2000
-          SMOOTH_L1_BETA: 0.0
-        state:
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-          - p3
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-          NAME: SemSegFPNHead
-          NORM: GN
-          NUM_CLASSES: 54
-        state:
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-      WEIGHTS: https://dl.fbaipublicfiles.com/detectron2/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl
-    state:
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-          - 400
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-      EVAL_PERIOD: 0
-      EXPECTED_RESULTS: []
-      KEYPOINT_OKS_SIGMAS: []
-      PRECISE_BN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          NUM_ITER: 200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  VERSION: 2
-  VIS_PERIOD: 0
-state:
-  __deprecated_keys__: !!set {}
-  __immutable__: false
-  __new_allowed__: false
-  __renamed_keys__: {}

utils/watermelon_config.yaml

@@ -1,497 +0,0 @@
-!!python/object/new:detectron2.config.config.CfgNode
-dictitems:
-  CUDNN_BENCHMARK: false
-  DATALOADER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ASPECT_RATIO_GROUPING: true
-      FILTER_EMPTY_ANNOTATIONS: true
-      NUM_WORKERS: 2
-      REPEAT_SQRT: true
-      REPEAT_THRESHOLD: 0.0
-      SAMPLER_TRAIN: TrainingSampler
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  DATASETS: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000
-      PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
-      PROPOSAL_FILES_TEST: !!python/tuple []
-      PROPOSAL_FILES_TRAIN: !!python/tuple []
-      TEST: !!python/tuple []
-      TRAIN: !!python/tuple
-      - my_dataset_train
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  FLOAT32_PRECISION: ''
-  GLOBAL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      HACK: 1.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  INPUT: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      CROP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          SIZE:
-          - 0.9
-          - 0.9
-          TYPE: relative_range
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      FORMAT: BGR
-      MASK_FORMAT: polygon
-      MAX_SIZE_TEST: 1333
-      MAX_SIZE_TRAIN: 1333
-      MIN_SIZE_TEST: 800
-      MIN_SIZE_TRAIN: !!python/tuple
-      - 640
-      - 672
-      - 704
-      - 736
-      - 768
-      - 800
-      MIN_SIZE_TRAIN_SAMPLING: choice
-      RANDOM_FLIP: horizontal
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  MODEL: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      ANCHOR_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ANGLES:
-          - - -90
-            - 0
-            - 90
-          ASPECT_RATIOS:
-          - - 0.5
-            - 1.0
-            - 2.0
-          NAME: DefaultAnchorGenerator
-          OFFSET: 0.0
-          SIZES:
-          - - 32
-          - - 64
-          - - 128
-          - - 256
-          - - 512
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BACKBONE: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FREEZE_AT: 2
-          NAME: build_resnet_fpn_backbone
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DEVICE: cuda
-      FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          FUSE_TYPE: sum
-          IN_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          NORM: ''
-          OUT_CHANNELS: 256
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      KEYPOINT_ON: false
-      LOAD_PROPOSALS: false
-      MASK_ON: true
-      META_ARCHITECTURE: GeneralizedRCNN
-      PANOPTIC_FPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMBINE: !!python/object/new:detectron2.config.config.CfgNode
-            dictitems:
-              ENABLED: true
-              INSTANCES_CONFIDENCE_THRESH: 0.5
-              OVERLAP_THRESH: 0.5
-              STUFF_AREA_LIMIT: 4096
-            state:
-              __deprecated_keys__: !!set {}
-              __immutable__: false
-              __new_allowed__: false
-              __renamed_keys__: {}
-          INSTANCE_LOSS_WEIGHT: 1.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      PIXEL_MEAN:
-      - 103.53
-      - 116.28
-      - 123.675
-      PIXEL_STD:
-      - 1.0
-      - 1.0
-      - 1.0
-      PROPOSAL_GENERATOR: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          MIN_SIZE: 0
-          NAME: RPN
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RESNETS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          DEFORM_MODULATED: false
-          DEFORM_NUM_GROUPS: 1
-          DEFORM_ON_PER_STAGE:
-          - false
-          - false
-          - false
-          - false
-          DEPTH: 50
-          NORM: FrozenBN
-          NUM_GROUPS: 1
-          OUT_FEATURES:
-          - res2
-          - res3
-          - res4
-          - res5
-          RES2_OUT_CHANNELS: 256
-          RES5_DILATION: 1
-          STEM_OUT_CHANNELS: 64
-          STRIDE_IN_1X1: true
-          WIDTH_PER_GROUP: 64
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RETINANET: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_WEIGHTS: &id002 !!python/tuple
-          - 1.0
-          - 1.0
-          - 1.0
-          - 1.0
-          FOCAL_LOSS_ALPHA: 0.25
-          FOCAL_LOSS_GAMMA: 2.0
-          IN_FEATURES:
-          - p3
-          - p4
-          - p5
-          - p6
-          - p7
-          IOU_LABELS:
-          - 0
-          - -1
-          - 1
-          IOU_THRESHOLDS:
-          - 0.4
-          - 0.5
-          NMS_THRESH_TEST: 0.5
-          NORM: ''
-          NUM_CLASSES: 80
-          NUM_CONVS: 4
-          PRIOR_PROB: 0.01
-          SCORE_THRESH_TEST: 0.05
-          SMOOTH_L1_LOSS_BETA: 0.1
-          TOPK_CANDIDATES_TEST: 1000
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_BOX_CASCADE_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_WEIGHTS: !!python/tuple
-          - &id001 !!python/tuple
-            - 10.0
-            - 10.0
-            - 5.0
-            - 5.0
-          - !!python/tuple
-            - 20.0
-            - 20.0
-            - 10.0
-            - 10.0
-          - !!python/tuple
-            - 30.0
-            - 30.0
-            - 15.0
-            - 15.0
-          IOUS: !!python/tuple
-          - 0.5
-          - 0.6
-          - 0.7
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_BOX_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_LOSS_WEIGHT: 1.0
-          BBOX_REG_WEIGHTS: *id001
-          CLS_AGNOSTIC_BBOX_REG: false
-          CONV_DIM: 256
-          FC_DIM: 1024
-          FED_LOSS_FREQ_WEIGHT_POWER: 0.5
-          FED_LOSS_NUM_CLASSES: 50
-          NAME: FastRCNNConvFCHead
-          NORM: ''
-          NUM_CONV: 0
-          NUM_FC: 2
-          POOLER_RESOLUTION: 7
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-          SMOOTH_L1_BETA: 0.0
-          TRAIN_ON_PRED_BOXES: false
-          USE_FED_LOSS: false
-          USE_SIGMOID_CE: false
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_HEADS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BATCH_SIZE_PER_IMAGE: 256
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          IOU_LABELS:
-          - 0
-          - 1
-          IOU_THRESHOLDS:
-          - 0.5
-          NAME: StandardROIHeads
-          NMS_THRESH_TEST: 0.5
-          NUM_CLASSES: 4
-          POSITIVE_FRACTION: 0.25
-          PROPOSAL_APPEND_GT: true
-          SCORE_THRESH_TEST: 0.05
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_KEYPOINT_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CONV_DIMS: !!python/tuple
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          - 512
-          LOSS_WEIGHT: 1.0
-          MIN_KEYPOINTS_PER_IMAGE: 1
-          NAME: KRCNNConvDeconvUpsampleHead
-          NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: true
-          NUM_KEYPOINTS: 17
-          POOLER_RESOLUTION: 14
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      ROI_MASK_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLS_AGNOSTIC_MASK: false
-          CONV_DIM: 256
-          NAME: MaskRCNNConvUpsampleHead
-          NORM: ''
-          NUM_CONV: 4
-          POOLER_RESOLUTION: 14
-          POOLER_SAMPLING_RATIO: 0
-          POOLER_TYPE: ROIAlignV2
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      RPN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          BATCH_SIZE_PER_IMAGE: 256
-          BBOX_REG_LOSS_TYPE: smooth_l1
-          BBOX_REG_LOSS_WEIGHT: 1.0
-          BBOX_REG_WEIGHTS: *id002
-          BOUNDARY_THRESH: -1
-          CONV_DIMS:
-          - -1
-          HEAD_NAME: StandardRPNHead
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          - p6
-          IOU_LABELS:
-          - 0
-          - -1
-          - 1
-          IOU_THRESHOLDS:
-          - 0.3
-          - 0.7
-          LOSS_WEIGHT: 1.0
-          NMS_THRESH: 0.7
-          POSITIVE_FRACTION: 0.5
-          POST_NMS_TOPK_TEST: 1000
-          POST_NMS_TOPK_TRAIN: 1000
-          PRE_NMS_TOPK_TEST: 1000
-          PRE_NMS_TOPK_TRAIN: 2000
-          SMOOTH_L1_BETA: 0.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      SEM_SEG_HEAD: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          COMMON_STRIDE: 4
-          CONVS_DIM: 128
-          IGNORE_VALUE: 255
-          IN_FEATURES:
-          - p2
-          - p3
-          - p4
-          - p5
-          LOSS_WEIGHT: 1.0
-          NAME: SemSegFPNHead
-          NORM: GN
-          NUM_CLASSES: 54
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      WEIGHTS: https://dl.fbaipublicfiles.com/detectron2/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  OUTPUT_DIR: /content/drive/MyDrive/ColabNotebooks/models/Detectron2_Models
-  SEED: -1
-  SOLVER: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AMP: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      BASE_LR: 0.00025
-      BASE_LR_END: 0.0
-      BIAS_LR_FACTOR: 1.0
-      CHECKPOINT_PERIOD: 5000
-      CLIP_GRADIENTS: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          CLIP_TYPE: value
-          CLIP_VALUE: 1.0
-          ENABLED: false
-          NORM_TYPE: 2.0
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      GAMMA: 0.1
-      IMS_PER_BATCH: 2
-      LR_SCHEDULER_NAME: WarmupMultiStepLR
-      MAX_ITER: 1000
-      MOMENTUM: 0.9
-      NESTEROV: false
-      NUM_DECAYS: 3
-      REFERENCE_WORLD_SIZE: 0
-      RESCALE_INTERVAL: false
-      STEPS: []
-      WARMUP_FACTOR: 0.001
-      WARMUP_ITERS: 1000
-      WARMUP_METHOD: linear
-      WEIGHT_DECAY: 0.0001
-      WEIGHT_DECAY_BIAS: null
-      WEIGHT_DECAY_NORM: 0.0
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
-      __new_allowed__: false
-      __renamed_keys__: {}
-  TEST: !!python/object/new:detectron2.config.config.CfgNode
-    dictitems:
-      AUG: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          FLIP: true
-          MAX_SIZE: 4000
-          MIN_SIZES: !!python/tuple
-          - 400
-          - 500
-          - 600
-          - 700
-          - 800
-          - 900
-          - 1000
-          - 1100
-          - 1200
-        state:
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-          __immutable__: false
-          __new_allowed__: false
-          __renamed_keys__: {}
-      DETECTIONS_PER_IMAGE: 100
-      EVAL_PERIOD: 0
-      EXPECTED_RESULTS: []
-      KEYPOINT_OKS_SIGMAS: []
-      PRECISE_BN: !!python/object/new:detectron2.config.config.CfgNode
-        dictitems:
-          ENABLED: false
-          NUM_ITER: 200
-        state:
-          __deprecated_keys__: !!set {}
-          __immutable__: false
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-          __renamed_keys__: {}
-    state:
-      __deprecated_keys__: !!set {}
-      __immutable__: false
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-      __renamed_keys__: {}
-  VERSION: 2
-  VIS_PERIOD: 0
-state:
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-  __immutable__: false
-  __new_allowed__: false
-  __renamed_keys__: {}