config.json

{
  "_name_or_path": "PekingU/rtdetr_r18vd",
  "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": {
    "depths": [
      2,
      2,
      2,
      2
    ],
    "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": 3,
  "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,
  "transformers_version": "4.42.2",
  "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
}