Upload 3 files
Browse filesadded fine-tuned model
- Fine_Tuning_DetrObjectDetection_model.pth +3 -0
- config.json +226 -0
- preprocessor_config.json +18 -0
Fine_Tuning_DetrObjectDetection_model.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:eb6f656dfc319ac726939358713a8b5622a12183d9c4d92a24246732196b26cd
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size 166673570
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config.json
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{
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"activation_dropout": 0.0,
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"activation_function": "relu",
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"architectures": [
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"DetrForObjectDetection"
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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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"bbox_cost": 5,
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"bbox_loss_coefficient": 5,
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"class_cost": 1,
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"classifier_dropout": 0.0,
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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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"eos_coefficient": 0.1,
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"giou_cost": 2,
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"giou_loss_coefficient": 2,
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"id2label": {
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"0": "N/A",
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"1": "person",
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"10": "traffic light",
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"11": "fire hydrant",
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"12": "street sign",
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"13": "stop sign",
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"14": "parking meter",
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"15": "bench",
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"16": "bird",
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"17": "cat",
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"18": "dog",
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"19": "horse",
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"2": "bicycle",
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"20": "sheep",
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"21": "cow",
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"22": "elephant",
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"23": "bear",
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"24": "zebra",
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"25": "giraffe",
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"26": "hat",
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"27": "backpack",
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"28": "umbrella",
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"29": "shoe",
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"3": "car",
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"30": "eye glasses",
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"31": "handbag",
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"32": "tie",
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"33": "suitcase",
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"34": "frisbee",
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"35": "skis",
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"36": "snowboard",
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"37": "sports ball",
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"38": "kite",
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"39": "baseball bat",
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"4": "motorcycle",
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"40": "baseball glove",
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"41": "skateboard",
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"42": "surfboard",
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"43": "tennis racket",
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"44": "bottle",
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"45": "plate",
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"46": "wine glass",
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"47": "cup",
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"48": "fork",
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"49": "knife",
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"5": "airplane",
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"50": "spoon",
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"51": "bowl",
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"52": "banana",
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"53": "apple",
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"54": "sandwich",
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"55": "orange",
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"56": "broccoli",
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"57": "carrot",
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"58": "hot dog",
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"59": "pizza",
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"6": "bus",
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"60": "donut",
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"61": "cake",
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"62": "chair",
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"63": "couch",
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"64": "potted plant",
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"65": "bed",
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"66": "mirror",
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"67": "dining table",
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"68": "window",
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"69": "desk",
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"7": "train",
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"70": "toilet",
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"71": "door",
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"72": "tv",
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"73": "laptop",
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"74": "mouse",
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"75": "remote",
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"76": "keyboard",
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"77": "cell phone",
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"78": "microwave",
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"79": "oven",
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"8": "truck",
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"80": "toaster",
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"81": "sink",
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"82": "refrigerator",
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"83": "blender",
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"84": "book",
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"85": "clock",
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"86": "vase",
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"87": "scissors",
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"88": "teddy bear",
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"89": "hair drier",
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"9": "boat",
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"90": "toothbrush"
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},
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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": 0,
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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,
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"bed": 65,
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"bench": 15,
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"bicycle": 2,
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"bird": 16,
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"blender": 83,
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"boat": 9,
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"book": 84,
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"bottle": 44,
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"bowl": 51,
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"broccoli": 56,
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"bus": 6,
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"cake": 61,
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"car": 3,
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"carrot": 57,
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"cat": 17,
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"cell phone": 77,
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"chair": 62,
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"clock": 85,
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"couch": 63,
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"cow": 21,
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"cup": 47,
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"desk": 69,
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"dining table": 67,
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"dog": 18,
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"donut": 60,
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"door": 71,
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"elephant": 22,
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"eye glasses": 30,
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"fire hydrant": 11,
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"fork": 48,
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"frisbee": 34,
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"giraffe": 25,
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"hair drier": 89,
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"handbag": 31,
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"hat": 26,
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"horse": 19,
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"hot dog": 58,
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"keyboard": 76,
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"kite": 38,
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"knife": 49,
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"laptop": 73,
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"microwave": 78,
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"mirror": 66,
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"motorcycle": 4,
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"mouse": 74,
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"orange": 55,
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"oven": 79,
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"parking meter": 14,
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"person": 1,
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"pizza": 59,
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"plate": 45,
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"potted plant": 64,
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"refrigerator": 82,
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"remote": 75,
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"sandwich": 54,
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"scissors": 87,
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"sheep": 20,
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"shoe": 29,
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"sink": 81,
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"skateboard": 41,
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"skis": 35,
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"snowboard": 36,
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"spoon": 50,
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"sports ball": 37,
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"stop sign": 13,
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"street sign": 12,
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"suitcase": 33,
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"surfboard": 42,
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"teddy bear": 88,
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"tennis racket": 43,
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"tie": 32,
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"toaster": 80,
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"toilet": 70,
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"toothbrush": 90,
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"traffic light": 10,
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"train": 7,
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"truck": 8,
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"tv": 72,
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"umbrella": 28,
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"vase": 86,
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"window": 68,
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"wine glass": 46,
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"zebra": 24
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},
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"mask_loss_coefficient": 1,
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"max_position_embeddings": 1024,
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"model_type": "detr",
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"num_hidden_layers": 6,
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"num_queries": 100,
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"position_embedding_type": "sine",
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"scale_embedding": false,
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"transformers_version": "4.7.0.dev0"
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_resize": true,
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"feature_extractor_type": "DetrFeatureExtractor",
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"format": "coco_detection",
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"image_mean": [
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0.485,
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0.456,
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0.406
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],
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"image_std": [
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0.229,
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0.224,
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0.225
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],
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"max_size": 1333,
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"size": 800
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}
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