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{ |
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"_name_or_path": "microsoft/conditional-detr-resnet-50", |
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"activation_dropout": 0.0, |
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"activation_function": "relu", |
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"architectures": [ |
|
"ConditionalDetrForObjectDetection" |
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], |
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"attention_dropout": 0.0, |
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"auxiliary_loss": false, |
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"backbone": "resnet50", |
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"backbone_config": null, |
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"backbone_kwargs": { |
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"in_chans": 3, |
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"out_indices": [ |
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1, |
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2, |
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3, |
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4 |
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] |
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}, |
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"bbox_cost": 5, |
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"bbox_loss_coefficient": 5, |
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"class_cost": 2, |
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"cls_loss_coefficient": 2, |
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"d_model": 256, |
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"decoder_attention_heads": 8, |
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"decoder_ffn_dim": 2048, |
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"decoder_layerdrop": 0.0, |
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"decoder_layers": 6, |
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"dice_loss_coefficient": 1, |
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"dilation": false, |
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"dropout": 0.1, |
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"encoder_attention_heads": 8, |
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"encoder_ffn_dim": 2048, |
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"encoder_layerdrop": 0.0, |
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"encoder_layers": 6, |
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"focal_alpha": 0.25, |
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"giou_cost": 2, |
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"giou_loss_coefficient": 2, |
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"id2label": { |
|
"0": "N/A", |
|
"1": "person", |
|
"2": "bicycle", |
|
"3": "car", |
|
"4": "motorcycle", |
|
"5": "airplane", |
|
"6": "bus", |
|
"7": "train", |
|
"8": "truck", |
|
"9": "boat", |
|
"10": "traffic light", |
|
"11": "fire hydrant", |
|
"12": "N/A", |
|
"13": "stop sign", |
|
"14": "parking meter", |
|
"15": "bench", |
|
"16": "bird", |
|
"17": "cat", |
|
"18": "dog", |
|
"19": "horse", |
|
"20": "sheep", |
|
"21": "cow", |
|
"22": "elephant", |
|
"23": "bear", |
|
"24": "zebra", |
|
"25": "giraffe", |
|
"26": "N/A", |
|
"27": "backpack", |
|
"28": "umbrella", |
|
"29": "N/A", |
|
"30": "N/A", |
|
"31": "handbag", |
|
"32": "tie", |
|
"33": "suitcase", |
|
"34": "frisbee", |
|
"35": "skis", |
|
"36": "snowboard", |
|
"37": "sports ball", |
|
"38": "kite", |
|
"39": "baseball bat", |
|
"40": "baseball glove", |
|
"41": "skateboard", |
|
"42": "surfboard", |
|
"43": "tennis racket", |
|
"44": "bottle", |
|
"45": "N/A", |
|
"46": "wine glass", |
|
"47": "cup", |
|
"48": "fork", |
|
"49": "knife", |
|
"50": "spoon", |
|
"51": "bowl", |
|
"52": "banana", |
|
"53": "apple", |
|
"54": "sandwich", |
|
"55": "orange", |
|
"56": "broccoli", |
|
"57": "carrot", |
|
"58": "hot dog", |
|
"59": "pizza", |
|
"60": "donut", |
|
"61": "cake", |
|
"62": "chair", |
|
"63": "couch", |
|
"64": "potted plant", |
|
"65": "bed", |
|
"66": "N/A", |
|
"67": "dining table", |
|
"68": "N/A", |
|
"69": "N/A", |
|
"70": "toilet", |
|
"71": "N/A", |
|
"72": "tv", |
|
"73": "laptop", |
|
"74": "mouse", |
|
"75": "remote", |
|
"76": "keyboard", |
|
"77": "cell phone", |
|
"78": "microwave", |
|
"79": "oven", |
|
"80": "toaster", |
|
"81": "sink", |
|
"82": "refrigerator", |
|
"83": "N/A", |
|
"84": "book", |
|
"85": "clock", |
|
"86": "vase", |
|
"87": "scissors", |
|
"88": "teddy bear", |
|
"89": "hair drier", |
|
"90": "toothbrush" |
|
}, |
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"init_std": 0.02, |
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"init_xavier_std": 1.0, |
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"is_encoder_decoder": true, |
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"label2id": { |
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"N/A": 83, |
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"airplane": 5, |
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"apple": 53, |
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"backpack": 27, |
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"banana": 52, |
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"baseball bat": 39, |
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"baseball glove": 40, |
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"bear": 23, |
|
"bed": 65, |
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"bench": 15, |
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"bicycle": 2, |
|
"bird": 16, |
|
"boat": 9, |
|
"book": 84, |
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"bottle": 44, |
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"bowl": 51, |
|
"broccoli": 56, |
|
"bus": 6, |
|
"cake": 61, |
|
"car": 3, |
|
"carrot": 57, |
|
"cat": 17, |
|
"cell phone": 77, |
|
"chair": 62, |
|
"clock": 85, |
|
"couch": 63, |
|
"cow": 21, |
|
"cup": 47, |
|
"dining table": 67, |
|
"dog": 18, |
|
"donut": 60, |
|
"elephant": 22, |
|
"fire hydrant": 11, |
|
"fork": 48, |
|
"frisbee": 34, |
|
"giraffe": 25, |
|
"hair drier": 89, |
|
"handbag": 31, |
|
"horse": 19, |
|
"hot dog": 58, |
|
"keyboard": 76, |
|
"kite": 38, |
|
"knife": 49, |
|
"laptop": 73, |
|
"microwave": 78, |
|
"motorcycle": 4, |
|
"mouse": 74, |
|
"orange": 55, |
|
"oven": 79, |
|
"parking meter": 14, |
|
"person": 1, |
|
"pizza": 59, |
|
"potted plant": 64, |
|
"refrigerator": 82, |
|
"remote": 75, |
|
"sandwich": 54, |
|
"scissors": 87, |
|
"sheep": 20, |
|
"sink": 81, |
|
"skateboard": 41, |
|
"skis": 35, |
|
"snowboard": 36, |
|
"spoon": 50, |
|
"sports ball": 37, |
|
"stop sign": 13, |
|
"suitcase": 33, |
|
"surfboard": 42, |
|
"teddy bear": 88, |
|
"tennis racket": 43, |
|
"tie": 32, |
|
"toaster": 80, |
|
"toilet": 70, |
|
"toothbrush": 90, |
|
"traffic light": 10, |
|
"train": 7, |
|
"truck": 8, |
|
"tv": 72, |
|
"umbrella": 28, |
|
"vase": 86, |
|
"wine glass": 46, |
|
"zebra": 24 |
|
}, |
|
"mask_loss_coefficient": 1, |
|
"max_position_embeddings": 1024, |
|
"model_type": "conditional_detr", |
|
"num_channels": 3, |
|
"num_hidden_layers": 6, |
|
"num_queries": 300, |
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"position_embedding_type": "sine", |
|
"scale_embedding": false, |
|
"torch_dtype": "float32", |
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"transformers_version": "4.42.3", |
|
"use_pretrained_backbone": true, |
|
"use_timm_backbone": true |
|
} |
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|