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rtdetr_50_finetune_2

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rtdetr_50_finetune_2
File size: 4,356 Bytes 
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{
  "_name_or_path": "PekingU/rtdetr_r50vd_coco_o365",
  "activation_dropout": 0.0,
  "activation_function": "silu",
  "anchor_image_size": null,
  "architectures": [
    "RTDetrForObjectDetection"
  ],
  "attention_dropout": 0.0,
  "auxiliary_loss": true,
  "backbone": null,
  "backbone_config": {
    "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": 6,
  "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": [
    512,
    1024,
    2048
  ],
  "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,
  "freeze_backbone_batch_norms": true,
  "hidden_expansion": 1.0,
  "id2label": {
    "0": "acrid",
    "1": "ancient wisp",
    "2": "archer bug",
    "3": "arhaic wisp",
    "4": "bison",
    "5": "boarlit",
    "6": "bramble",
    "7": "child",
    "8": "clay man",
    "9": "colossus",
    "10": "crab",
    "11": "cremator",
    "12": "direseeker",
    "13": "elder lemurian",
    "14": "evolved lemurian",
    "15": "gilded wurms",
    "16": "golem",
    "17": "greater wisp",
    "18": "gup",
    "19": "ifrit",
    "20": "imp",
    "21": "imp overlord",
    "22": "jellyfish",
    "23": "lemurian",
    "24": "lemurian cavalry",
    "25": "lunx tribe",
    "26": "lynx totem",
    "27": "macrobe",
    "28": "macrobic predator",
    "29": "magma worm",
    "30": "mushrum",
    "31": "parent",
    "32": "providence",
    "33": "purple imp",
    "34": "sanctuary guard",
    "35": "scavenger",
    "36": "spider",
    "37": "spitter",
    "38": "swift",
    "39": "temple guard",
    "40": "tiny imp",
    "41": "toxic beast",
    "42": "trokk",
    "43": "tuber",
    "44": "wandering vagrant",
    "45": "whorl",
    "46": "wisp",
    "47": "young vagrant"
  },
  "initializer_bias_prior_prob": null,
  "initializer_range": 0.01,
  "is_encoder_decoder": true,
  "label2id": {
    "acrid": 0,
    "ancient wisp": 1,
    "archer bug": 2,
    "arhaic wisp": 3,
    "bison": 4,
    "boarlit": 5,
    "bramble": 6,
    "child": 7,
    "clay man": 8,
    "colossus": 9,
    "crab": 10,
    "cremator": 11,
    "direseeker": 12,
    "elder lemurian": 13,
    "evolved lemurian": 14,
    "gilded wurms": 15,
    "golem": 16,
    "greater wisp": 17,
    "gup": 18,
    "ifrit": 19,
    "imp": 20,
    "imp overlord": 21,
    "jellyfish": 22,
    "lemurian": 23,
    "lemurian cavalry": 24,
    "lunx tribe": 25,
    "lynx totem": 26,
    "macrobe": 27,
    "macrobic predator": 28,
    "magma worm": 29,
    "mushrum": 30,
    "parent": 31,
    "providence": 32,
    "purple imp": 33,
    "sanctuary guard": 34,
    "scavenger": 35,
    "spider": 36,
    "spitter": 37,
    "swift": 38,
    "temple guard": 39,
    "tiny imp": 40,
    "toxic beast": 41,
    "trokk": 42,
    "tuber": 43,
    "wandering vagrant": 44,
    "whorl": 45,
    "wisp": 46,
    "young vagrant": 47
  },
  "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,
  "torch_dtype": "float32",
  "transformers_version": "4.46.1",
  "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
}