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Tree-Inspection

Image Classification
Transformers
PyTorch
Safetensors
swin
Trained with AutoTrain
vision
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Tree-Inspection
File size: 4,681 Bytes 
70136b5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "AutoTrain",
  "architectures": [
    "SwinForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    6,
    2
  ],
  "drop_path_rate": 0.1,
  "embed_dim": 96,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "Asymmetric tree canopy \u6a39\u51a0\uf967\u5c0d\u7a31",
    "1": "Bleedingsap flow \u6ef2\u6db2",
    "10": "Crown reducedexcessively thinned topped \u6a39\u51a0\u5927\u5e45\u6e1b\u5c11\u524a\u9802\u622a\u982d",
    "11": "Cut pruning roots \u6839\u90e8\u7d93\ufa00\u5272\u6216\u622a\u6839",
    "12": "Dead branches Hangers \u67af\u6b7b \u61f8\u540a\u65b7\u679d",
    "13": "Dead surface roots \u6839\u90e8\u8150\u58de",
    "14": "Dieback twigs \u67af\u679d",
    "15": "Epicormics \u6c34\u6a6b\u679d",
    "16": "Exposed dead wood \u67af\u5e79\u5916\uf938",
    "17": "Fungal Fruiting Bodies \u5448\u73fe\u771f\u83cc\u5b50\u5be6\u9ad4",
    "18": "Girdling roots \u7e8f\u7e5e\u6839",
    "19": "Heavy crown load \u6a39\u51a0\u8ca0\u8377\u592a\u91cd",
    "2": "Bulge \u816b\u8139",
    "20": "Heavy lateral limb \u91cd\u5074\u679d",
    "21": "Included bark \u5167\u593e\u6a39\u76ae",
    "22": "Lion\u2019s tailing \u7345\u5c3e",
    "23": "Multiple stems \u591a\u679d\u5e79",
    "24": "Parasitic or Epiphytic plants \u5bc4\u751f\u9644\u751f\u690d\u7269",
    "25": "Root flare collar not visible \u6839\u810a\uf967\u73fe",
    "26": "Root-plate movement \u6839\u57fa\u79fb\u4f4d",
    "27": "Signs of pests and disease \u5448\u73fe\u75c5\u87f2\u5bb3\u5fb5\uf9fa",
    "28": "Termites borers injury \u767d\u87fb\u6216\u86c0\u5fc3\u87f2\u86c0\u8755",
    "29": "Wounds Mechanical injury \u660e\u986f\u50b7\u75d5\u6a5f\u68b0\u7834\u640d",
    "3": "Cavities \u6a39\ufa05",
    "4": "Co-dominant branches \u7b49\u52e2\u679d",
    "5": "Co-dominant trunks \u7b49\u52e2\u5e79",
    "6": "Cracks or Fissures on branches \u6a39\u5e79\u6709\u88c2\u7e2b\u6216\u88c2\u958b",
    "7": "Cracks splits \uf9a0\u7e2b \uf9a0\u958b",
    "8": "Crooks abrupt bends \uf967\u5e38\u898f\u5f4e\u66f2",
    "9": "Cross branches \u758a\u679d"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "Asymmetric tree canopy \u6a39\u51a0\uf967\u5c0d\u7a31": "0",
    "Bleedingsap flow \u6ef2\u6db2": "1",
    "Bulge \u816b\u8139": "2",
    "Cavities \u6a39\ufa05": "3",
    "Co-dominant branches \u7b49\u52e2\u679d": "4",
    "Co-dominant trunks \u7b49\u52e2\u5e79": "5",
    "Cracks or Fissures on branches \u6a39\u5e79\u6709\u88c2\u7e2b\u6216\u88c2\u958b": "6",
    "Cracks splits \uf9a0\u7e2b \uf9a0\u958b": "7",
    "Crooks abrupt bends \uf967\u5e38\u898f\u5f4e\u66f2": "8",
    "Cross branches \u758a\u679d": "9",
    "Crown reducedexcessively thinned topped \u6a39\u51a0\u5927\u5e45\u6e1b\u5c11\u524a\u9802\u622a\u982d": "10",
    "Cut pruning roots \u6839\u90e8\u7d93\ufa00\u5272\u6216\u622a\u6839": "11",
    "Dead branches Hangers \u67af\u6b7b \u61f8\u540a\u65b7\u679d": "12",
    "Dead surface roots \u6839\u90e8\u8150\u58de": "13",
    "Dieback twigs \u67af\u679d": "14",
    "Epicormics \u6c34\u6a6b\u679d": "15",
    "Exposed dead wood \u67af\u5e79\u5916\uf938": "16",
    "Fungal Fruiting Bodies \u5448\u73fe\u771f\u83cc\u5b50\u5be6\u9ad4": "17",
    "Girdling roots \u7e8f\u7e5e\u6839": "18",
    "Heavy crown load \u6a39\u51a0\u8ca0\u8377\u592a\u91cd": "19",
    "Heavy lateral limb \u91cd\u5074\u679d": "20",
    "Included bark \u5167\u593e\u6a39\u76ae": "21",
    "Lion\u2019s tailing \u7345\u5c3e": "22",
    "Multiple stems \u591a\u679d\u5e79": "23",
    "Parasitic or Epiphytic plants \u5bc4\u751f\u9644\u751f\u690d\u7269": "24",
    "Root flare collar not visible \u6839\u810a\uf967\u73fe": "25",
    "Root-plate movement \u6839\u57fa\u79fb\u4f4d": "26",
    "Signs of pests and disease \u5448\u73fe\u75c5\u87f2\u5bb3\u5fb5\uf9fa": "27",
    "Termites borers injury \u767d\u87fb\u6216\u86c0\u5fc3\u87f2\u86c0\u8755": "28",
    "Wounds Mechanical injury \u660e\u986f\u50b7\u75d5\u6a5f\u68b0\u7834\u640d": "29"
  },
  "layer_norm_eps": 1e-05,
  "max_length": 128,
  "mlp_ratio": 4.0,
  "model_type": "swin",
  "num_channels": 3,
  "num_heads": [
    3,
    6,
    12,
    24
  ],
  "num_layers": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "padding": "max_length",
  "patch_size": 4,
  "path_norm": true,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.29.2",
  "use_absolute_embeddings": false,
  "window_size": 7
}