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Tree-Condition

Image Classification
Transformers
PyTorch
swin
vision
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2
Tree-Condition
File size: 3,171 Bytes 
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{
  "_name_or_path": "AutoTrain",
  "architectures": [
    "SwinForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    18,
    2
  ],
  "drop_path_rate": 0.1,
  "embed_dim": 128,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 1024,
  "id2label": {
    "0": "Burls \u7bc0\u7624",
    "1": "Canker \u6f70\u760d",
    "10": "Fungal fruiting bodies \u771f\u83cc\u5b50\u5be6\u9ad4",
    "11": "Galls \u816b\u7624 ",
    "12": "Girdling root \u7e8f\u7e5e\u6839 ",
    "13": "Heavy lateral limb \u91cd\u5074\u679d",
    "14": "Included bark \u5167\u593e\u6a39\u76ae",
    "15": "Parasitic or epiphytic plants \u5bc4\u751f\u6216\u9644\u751f\u690d\u7269",
    "16": "Pest and disease \u75c5\u87f2\u5bb3",
    "17": "Poor taper \u4e0d\u826f\u6f38\u5c16\u751f\u9577",
    "18": "Root-plate movement \u6839\u57fa\u79fb\u4f4d ",
    "19": "Sap flow \u6ef2\u6db2",
    "2": "Co-dominant branches \u7b49\u52e2\u679d",
    "20": "Trunk girdling \u7e8f\u7e5e\u6a39\u5e79 ",
    "21": "Wounds or mechanical injury \u50b7\u75d5\u6216\u6a5f\u68b0\u7834\u640d",
    "3": "Co-dominant stems \u7b49\u52e2\u5e79",
    "4": "Cracks or splits \u88c2\u7e2b\u6216\u88c2\u958b",
    "5": "Crooks or abrupt bends \u4e0d\u5e38\u898f\u5f4e\u66f2",
    "6": "Cross branches \u758a\u679d",
    "7": "Dead surface roots \u8868\u6839\u67af\u840e ",
    "8": "Deadwood \u67af\u6728",
    "9": "Decay or cavity \u8150\u721b\u6216\u6a39\u6d1e"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "Burls \u7bc0\u7624": "0",
    "Canker \u6f70\u760d": "1",
    "Co-dominant branches \u7b49\u52e2\u679d": "2",
    "Co-dominant stems \u7b49\u52e2\u5e79": "3",
    "Cracks or splits \u88c2\u7e2b\u6216\u88c2\u958b": "4",
    "Crooks or abrupt bends \u4e0d\u5e38\u898f\u5f4e\u66f2": "5",
    "Cross branches \u758a\u679d": "6",
    "Dead surface roots \u8868\u6839\u67af\u840e ": "7",
    "Deadwood \u67af\u6728": "8",
    "Decay or cavity \u8150\u721b\u6216\u6a39\u6d1e": "9",
    "Fungal fruiting bodies \u771f\u83cc\u5b50\u5be6\u9ad4": "10",
    "Galls \u816b\u7624 ": "11",
    "Girdling root \u7e8f\u7e5e\u6839 ": "12",
    "Heavy lateral limb \u91cd\u5074\u679d": "13",
    "Included bark \u5167\u593e\u6a39\u76ae": "14",
    "Parasitic or epiphytic plants \u5bc4\u751f\u6216\u9644\u751f\u690d\u7269": "15",
    "Pest and disease \u75c5\u87f2\u5bb3": "16",
    "Poor taper \u4e0d\u826f\u6f38\u5c16\u751f\u9577": "17",
    "Root-plate movement \u6839\u57fa\u79fb\u4f4d ": "18",
    "Sap flow \u6ef2\u6db2": "19",
    "Trunk girdling \u7e8f\u7e5e\u6a39\u5e79 ": "20",
    "Wounds or mechanical injury \u50b7\u75d5\u6216\u6a5f\u68b0\u7834\u640d": "21"
  },
  "layer_norm_eps": 1e-05,
  "max_length": 128,
  "mlp_ratio": 4.0,
  "model_type": "swin",
  "num_channels": 3,
  "num_heads": [
    4,
    8,
    16,
    32
  ],
  "num_layers": 4,
  "padding": "max_length",
  "patch_size": 4,
  "path_norm": true,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "torch_dtype": "float32",
  "transformers_version": "4.25.1",
  "use_absolute_embeddings": false,
  "window_size": 7
}