relation-detr-resnet50 / config.json
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{
"activation_dropout": 0.0,
"activation_function": "relu",
"architectures": [
"RelationDetrForObjectDetection"
],
"attention_dropout": 0.0,
"backbone": "resnet50",
"backbone_config": null,
"backbone_kwargs": {
"in_chans": 3,
"out_indices": [
2,
3,
4
]
},
"bbox_loss_coefficient": 5,
"box_noise_scale": 1.0,
"class_loss_coefficient": 1,
"cost_bbox": 5,
"cost_class": 2,
"cost_giou": 2,
"d_model": 256,
"decoder_attention_heads": 8,
"decoder_ffn_dim": 2048,
"decoder_layers": 6,
"decoder_n_points": 4,
"denoising_nums": 100,
"dilation": false,
"disable_custom_kernels": false,
"dropout": 0.0,
"encoder_attention_heads": 8,
"encoder_ffn_dim": 2048,
"encoder_layers": 6,
"encoder_n_points": 4,
"focal_alpha": 0.25,
"focal_gamma": 2.0,
"giou_loss_coefficient": 2,
"hybrid_assign": 6,
"hybrid_queries": 1500,
"id2label": {
"0": "none",
"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": "none",
"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": "none",
"27": "backpack",
"28": "umbrella",
"29": "none",
"30": "none",
"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": "none",
"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": "none",
"67": "dining table",
"68": "none",
"69": "none",
"70": "toilet",
"71": "none",
"72": "tv",
"73": "laptop",
"74": "mouse",
"75": "remote",
"76": "keyboard",
"77": "cell phone",
"78": "microwave",
"79": "oven",
"80": "toaster",
"81": "sink",
"82": "refrigerator",
"83": "none",
"84": "book",
"85": "clock",
"86": "vase",
"87": "scissors",
"88": "teddy bear",
"89": "hair drier",
"90": "toothbrush"
},
"init_std": 0.02,
"init_xavier_std": 1.0,
"label2id": {
"LABEL_0": 0,
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"LABEL_2": 2,
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"LABEL_9": 9,
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},
"label_noise_prob": 0.5,
"loss_alpha": 0.25,
"loss_gamma": 2.0,
"model_type": "relation_detr",
"num_channels": 3,
"num_feature_levels": 4,
"num_queries": 900,
"relation_embed": 16,
"torch_dtype": "float32",
"transformers_version": "4.46.3",
"use_pretrained_backbone": true,
"use_timm_backbone": true
}