|
{ |
|
"_name_or_path": "facebook/maskformer-swin-base-coco", |
|
"architectures": [ |
|
"MaskFormerForInstanceSegmentation" |
|
], |
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"backbone": null, |
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"backbone_config": { |
|
"depths": [ |
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2, |
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2, |
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18, |
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2 |
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], |
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"drop_path_rate": 0.3, |
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"embed_dim": 128, |
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"encoder_stride": 32, |
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"hidden_size": 1024, |
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"image_size": 384, |
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"in_channels": 3, |
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"model_type": "maskformer-swin", |
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"num_heads": [ |
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4, |
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8, |
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16, |
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32 |
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], |
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"out_features": [ |
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"stage1", |
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"stage2", |
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"stage3", |
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"stage4" |
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], |
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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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"path_norm": true, |
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"pretrain_img_size": 384, |
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"window_size": 12 |
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}, |
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"backbone_kwargs": null, |
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"ce_weight": 1.0, |
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"cross_entropy_weight": 1.0, |
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"decoder_config": { |
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"max_position_embeddings": 1024, |
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"model_type": "detr", |
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"scale_embedding": false |
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}, |
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"dice_weight": 1.0, |
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"fpn_feature_size": 256, |
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"id2label": { |
|
"0": "person", |
|
"1": "bicycle", |
|
"2": "car", |
|
"3": "motorcycle", |
|
"4": "airplane", |
|
"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": "couch", |
|
"58": "potted plant", |
|
"59": "bed", |
|
"60": "dining table", |
|
"61": "toilet", |
|
"62": "tv", |
|
"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", |
|
"80": "banner", |
|
"81": "blanket", |
|
"82": "bridge", |
|
"83": "cardboard", |
|
"84": "counter", |
|
"85": "curtain", |
|
"86": "door-stuff", |
|
"87": "floor-wood", |
|
"88": "flower", |
|
"89": "fruit", |
|
"90": "gravel", |
|
"91": "house", |
|
"92": "light", |
|
"93": "mirror-stuff", |
|
"94": "net", |
|
"95": "pillow", |
|
"96": "platform", |
|
"97": "playingfield", |
|
"98": "railroad", |
|
"99": "river", |
|
"100": "road", |
|
"101": "roof", |
|
"102": "sand", |
|
"103": "sea", |
|
"104": "shelf", |
|
"105": "snow", |
|
"106": "stairs", |
|
"107": "tent", |
|
"108": "towel", |
|
"109": "wall-brick", |
|
"110": "wall-stone", |
|
"111": "wall-tile", |
|
"112": "wall-wood", |
|
"113": "water-other", |
|
"114": "window-blind", |
|
"115": "window-other", |
|
"116": "tree-merged", |
|
"117": "fence-merged", |
|
"118": "ceiling-merged", |
|
"119": "sky-other-merged", |
|
"120": "cabinet-merged", |
|
"121": "table-merged", |
|
"122": "floor-other-merged", |
|
"123": "pavement-merged", |
|
"124": "mountain-merged", |
|
"125": "grass-merged", |
|
"126": "dirt-merged", |
|
"127": "paper-merged", |
|
"128": "food-other-merged", |
|
"129": "building-other-merged", |
|
"130": "rock-merged", |
|
"131": "wall-other-merged", |
|
"132": "rug-merged" |
|
}, |
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"init_std": 0.02, |
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"init_xavier_std": 1.0, |
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"label2id": { |
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"airplane": 4, |
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"apple": 47, |
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"backpack": 24, |
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"banana": 46, |
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"banner": 80, |
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"baseball bat": 34, |
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"baseball glove": 35, |
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"bear": 21, |
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"bed": 59, |
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"bench": 13, |
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"bicycle": 1, |
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"bird": 14, |
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"blanket": 81, |
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"boat": 8, |
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"book": 73, |
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"bottle": 39, |
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"bowl": 45, |
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"bridge": 82, |
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"broccoli": 50, |
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"building-other-merged": 129, |
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"bus": 5, |
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"cabinet-merged": 120, |
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"cake": 55, |
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"car": 2, |
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"cardboard": 83, |
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"carrot": 51, |
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"cat": 15, |
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"ceiling-merged": 118, |
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"cell phone": 67, |
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"chair": 56, |
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"clock": 74, |
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"couch": 57, |
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"counter": 84, |
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"cow": 19, |
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"cup": 41, |
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"curtain": 85, |
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"dining table": 60, |
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"dog": 16, |
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"donut": 54, |
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"door-stuff": 86, |
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"elephant": 20, |
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"fire hydrant": 10, |
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"floor-wood": 87, |
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"flower": 88, |
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"fork": 42, |
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"frisbee": 29, |
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"fruit": 89, |
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"gravel": 90, |
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"hair drier": 78, |
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"handbag": 26, |
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"horse": 17, |
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"hot dog": 52, |
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"house": 91, |
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"keyboard": 66, |
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"kite": 33, |
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"knife": 43, |
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"laptop": 63, |
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"light": 92, |
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"microwave": 68, |
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"mirror-stuff": 93, |
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"motorcycle": 3, |
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"mountain-merged": 124, |
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"mouse": 64, |
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"net": 94, |
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"orange": 49, |
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"oven": 69, |
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"parking meter": 12, |
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"person": 0, |
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"pillow": 95, |
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"pizza": 53, |
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"platform": 96, |
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"playingfield": 97, |
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"potted plant": 58, |
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"railroad": 98, |
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"refrigerator": 72, |
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"remote": 65, |
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"river": 99, |
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"road": 100, |
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"rock-merged": 130, |
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"roof": 101, |
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"rug-merged": 132, |
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"sand": 102, |
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"sandwich": 48, |
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"scissors": 76, |
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"sea": 103, |
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"sheep": 18, |
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"shelf": 104, |
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"sink": 71, |
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"skateboard": 36, |
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"skis": 30, |
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"sky-other-merged": 119, |
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"snow": 105, |
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"snowboard": 31, |
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"spoon": 44, |
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"sports ball": 32, |
|
"stairs": 106, |
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"stop sign": 11, |
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"suitcase": 28, |
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"surfboard": 37, |
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"table-merged": 121, |
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"teddy bear": 77, |
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"tennis racket": 38, |
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"tent": 107, |
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"tie": 27, |
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"toaster": 70, |
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"toilet": 61, |
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"toothbrush": 79, |
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"towel": 108, |
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"traffic light": 9, |
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"train": 6, |
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"tree-merged": 116, |
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"truck": 7, |
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"tv": 62, |
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"umbrella": 25, |
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"vase": 75, |
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"wall-brick": 109, |
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"wall-other-merged": 131, |
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"wall-stone": 110, |
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"wall-tile": 111, |
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"wall-wood": 112, |
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"water-other": 113, |
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"window-blind": 114, |
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"window-other": 115, |
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"wine glass": 40, |
|
"zebra": 22 |
|
}, |
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"mask_feature_size": 256, |
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"mask_weight": 20.0, |
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"model_type": "maskformer", |
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"no_object_weight": 0.1, |
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"num_attention_heads": 8, |
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"num_hidden_layers": 6, |
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"num_queries": 100, |
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"output_auxiliary_logits": null, |
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"transformers_version": "4.45.0.dev0", |
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"use_auxiliary_loss": false, |
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"use_pretrained_backbone": false, |
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"use_timm_backbone": false |
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} |
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|