Commit From AutoTrain

.gitattributes

@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.tar.gz filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,37 @@
+---
+tags:
+- autotrain
+- vision
+- image-classification
+datasets:
+- OttoYu/autotrain-data-tree-inspection
+widget:
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
+  example_title: Tiger
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
+  example_title: Teapot
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
+  example_title: Palace
+co2_eq_emissions:
+  emissions: 2.1481896644746374
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 87833143598
+- CO2 Emissions (in grams): 2.1482
+
+## Validation Metrics
+
+- Loss: 1.251
+- Accuracy: 0.652
+- Macro F1: 0.594
+- Micro F1: 0.652
+- Weighted F1: 0.620
+- Macro Precision: 0.629
+- Micro Precision: 0.652
+- Weighted Precision: 0.642
+- Macro Recall: 0.617
+- Micro Recall: 0.652
+- Weighted Recall: 0.652

config.json

@@ -0,0 +1,119 @@
+{
+  "_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
+}

model.safetensors

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+size 110428968

preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "feature_extractor_type": "ViTFeatureExtractor",
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "ViTFeatureExtractor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

pytorch_model.bin

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