| { | |
| "activation_dropout": 0.0, | |
| "activation_function": "silu", | |
| "anchor_image_size": [ | |
| 640, | |
| 640 | |
| ], | |
| "architectures": [ | |
| "RTDetrForObjectDetection" | |
| ], | |
| "attention_dropout": 0.0, | |
| "auxiliary_loss": true, | |
| "backbone": null, | |
| "backbone_config": { | |
| "hidden_sizes": [ | |
| 64, | |
| 128, | |
| 256, | |
| 512 | |
| ], | |
| "layer_type": "basic", | |
| "model_type": "rt_detr_resnet", | |
| "out_features": [ | |
| "stage2", | |
| "stage3", | |
| "stage4" | |
| ], | |
| "out_indices": [ | |
| 2, | |
| 3, | |
| 4 | |
| ] | |
| }, | |
| "backbone_kwargs": null, | |
| "batch_norm_eps": 1e-05, | |
| "box_noise_scale": 1.0, | |
| "d_model": 256, | |
| "decoder_activation_function": "relu", | |
| "decoder_attention_heads": 8, | |
| "decoder_ffn_dim": 1024, | |
| "decoder_in_channels": [ | |
| 256, | |
| 256, | |
| 256 | |
| ], | |
| "decoder_layers": 4, | |
| "decoder_n_points": 4, | |
| "disable_custom_kernels": true, | |
| "dropout": 0.0, | |
| "encode_proj_layers": [ | |
| 2 | |
| ], | |
| "encoder_activation_function": "gelu", | |
| "encoder_attention_heads": 8, | |
| "encoder_ffn_dim": 1024, | |
| "encoder_hidden_dim": 256, | |
| "encoder_in_channels": [ | |
| 128, | |
| 256, | |
| 512 | |
| ], | |
| "encoder_layers": 1, | |
| "eos_coefficient": 0.0001, | |
| "eval_size": null, | |
| "feat_strides": [ | |
| 8, | |
| 16, | |
| 32 | |
| ], | |
| "focal_loss_alpha": 0.75, | |
| "focal_loss_gamma": 2.0, | |
| "hidden_expansion": 0.5, | |
| "id2label": { | |
| "0": "person", | |
| "1": "bicycle", | |
| "2": "car", | |
| "3": "motorbike", | |
| "4": "aeroplane", | |
| "5": "bus", | |
| "6": "train", | |
| "7": "truck", | |
| "8": "boat", | |
| "9": "traffic light", | |
| "10": "fire hydrant", | |
| "11": "stop sign", | |
| "12": "parking meter", | |
| "13": "bench", | |
| "14": "bird", | |
| "15": "cat", | |
| "16": "dog", | |
| "17": "horse", | |
| "18": "sheep", | |
| "19": "cow", | |
| "20": "elephant", | |
| "21": "bear", | |
| "22": "zebra", | |
| "23": "giraffe", | |
| "24": "backpack", | |
| "25": "umbrella", | |
| "26": "handbag", | |
| "27": "tie", | |
| "28": "suitcase", | |
| "29": "frisbee", | |
| "30": "skis", | |
| "31": "snowboard", | |
| "32": "sports ball", | |
| "33": "kite", | |
| "34": "baseball bat", | |
| "35": "baseball glove", | |
| "36": "skateboard", | |
| "37": "surfboard", | |
| "38": "tennis racket", | |
| "39": "bottle", | |
| "40": "wine glass", | |
| "41": "cup", | |
| "42": "fork", | |
| "43": "knife", | |
| "44": "spoon", | |
| "45": "bowl", | |
| "46": "banana", | |
| "47": "apple", | |
| "48": "sandwich", | |
| "49": "orange", | |
| "50": "broccoli", | |
| "51": "carrot", | |
| "52": "hot dog", | |
| "53": "pizza", | |
| "54": "donut", | |
| "55": "cake", | |
| "56": "chair", | |
| "57": "sofa", | |
| "58": "pottedplant", | |
| "59": "bed", | |
| "60": "diningtable", | |
| "61": "toilet", | |
| "62": "tvmonitor", | |
| "63": "laptop", | |
| "64": "mouse", | |
| "65": "remote", | |
| "66": "keyboard", | |
| "67": "cell phone", | |
| "68": "microwave", | |
| "69": "oven", | |
| "70": "toaster", | |
| "71": "sink", | |
| "72": "refrigerator", | |
| "73": "book", | |
| "74": "clock", | |
| "75": "vase", | |
| "76": "scissors", | |
| "77": "teddy bear", | |
| "78": "hair drier", | |
| "79": "toothbrush" | |
| }, | |
| "initializer_range": 0.01, | |
| "is_encoder_decoder": true, | |
| "label2id": { | |
| "aeroplane": 4, | |
| "apple": 47, | |
| "backpack": 24, | |
| "banana": 46, | |
| "baseball bat": 34, | |
| "baseball glove": 35, | |
| "bear": 21, | |
| "bed": 59, | |
| "bench": 13, | |
| "bicycle": 1, | |
| "bird": 14, | |
| "boat": 8, | |
| "book": 73, | |
| "bottle": 39, | |
| "bowl": 45, | |
| "broccoli": 50, | |
| "bus": 5, | |
| "cake": 55, | |
| "car": 2, | |
| "carrot": 51, | |
| "cat": 15, | |
| "cell phone": 67, | |
| "chair": 56, | |
| "clock": 74, | |
| "cow": 19, | |
| "cup": 41, | |
| "diningtable": 60, | |
| "dog": 16, | |
| "donut": 54, | |
| "elephant": 20, | |
| "fire hydrant": 10, | |
| "fork": 42, | |
| "frisbee": 29, | |
| "giraffe": 23, | |
| "hair drier": 78, | |
| "handbag": 26, | |
| "horse": 17, | |
| "hot dog": 52, | |
| "keyboard": 66, | |
| "kite": 33, | |
| "knife": 43, | |
| "laptop": 63, | |
| "microwave": 68, | |
| "motorbike": 3, | |
| "mouse": 64, | |
| "orange": 49, | |
| "oven": 69, | |
| "parking meter": 12, | |
| "person": 0, | |
| "pizza": 53, | |
| "pottedplant": 58, | |
| "refrigerator": 72, | |
| "remote": 65, | |
| "sandwich": 48, | |
| "scissors": 76, | |
| "sheep": 18, | |
| "sink": 71, | |
| "skateboard": 36, | |
| "skis": 30, | |
| "snowboard": 31, | |
| "sofa": 57, | |
| "spoon": 44, | |
| "sports ball": 32, | |
| "stop sign": 11, | |
| "suitcase": 28, | |
| "surfboard": 37, | |
| "teddy bear": 77, | |
| "tennis racket": 38, | |
| "tie": 27, | |
| "toaster": 70, | |
| "toilet": 61, | |
| "toothbrush": 79, | |
| "traffic light": 9, | |
| "train": 6, | |
| "truck": 7, | |
| "tvmonitor": 62, | |
| "umbrella": 25, | |
| "vase": 75, | |
| "wine glass": 40, | |
| "zebra": 22 | |
| }, | |
| "label_noise_ratio": 0.5, | |
| "layer_norm_eps": 1e-05, | |
| "learn_initial_query": false, | |
| "matcher_alpha": 0.25, | |
| "matcher_bbox_cost": 5.0, | |
| "matcher_class_cost": 2.0, | |
| "matcher_gamma": 2.0, | |
| "matcher_giou_cost": 2.0, | |
| "model_type": "rt_detr", | |
| "normalize_before": false, | |
| "num_denoising": 100, | |
| "num_feature_levels": 3, | |
| "num_queries": 300, | |
| "positional_encoding_temperature": 10000, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.42.0.dev0", | |
| "use_focal_loss": true, | |
| "use_pretrained_backbone": false, | |
| "use_timm_backbone": false, | |
| "weight_loss_bbox": 5.0, | |
| "weight_loss_giou": 2.0, | |
| "weight_loss_vfl": 1.0, | |
| "with_box_refine": true | |
| } | |