Processed data from AutoTrain data processor ([2023-03-26 15:16 ]

README.md

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+---
+task_categories:
+- image-classification
+
+---
+# AutoTrain Dataset for project: tree-class
+
+## Dataset Description
+
+This dataset has been automatically processed by AutoTrain for project tree-class.
+
+### Languages
+
+The BCP-47 code for the dataset's language is unk.
+
+## Dataset Structure
+
+### Data Instances
+
+A sample from this dataset looks as follows:
+
+```json
+[
+  {
+    "image": "<265x190 RGB PIL image>",
+    "target": 10
+  },
+  {
+    "image": "<800x462 RGB PIL image>",
+    "target": 6
+  }
+]
+```
+
+### Dataset Fields
+
+The dataset has the following fields (also called "features"):
+
+```json
+{
+  "image": "Image(decode=True, id=None)",
+  "target": "ClassLabel(names=['Burls \u7bc0\u7624', 'Canker \u6f70\u760d', 'Co-dominant branches \u7b49\u52e2\u679d', 'Co-dominant stems \u7b49\u52e2\u5e79', 'Cracks or splits \u88c2\u7e2b\u6216\u88c2\u958b', 'Crooks or abrupt bends \u4e0d\u5e38\u898f\u5f4e\u66f2', 'Cross branches \u758a\u679d', 'Dead surface roots \u8868\u6839\u67af\u840e ', 'Deadwood \u67af\u6728', 'Decay or cavity \u8150\u721b\u6216\u6a39\u6d1e', 'Fungal fruiting bodies \u771f\u83cc\u5b50\u5be6\u9ad4', 'Galls \u816b\u7624 ', 'Girdling root \u7e8f\u7e5e\u6839 ', 'Heavy lateral limb \u91cd\u5074\u679d', 'Included bark \u5167\u593e\u6a39\u76ae', 'Parasitic or epiphytic plants \u5bc4\u751f\u6216\u9644\u751f\u690d\u7269', 'Pest and disease \u75c5\u87f2\u5bb3', 'Poor taper \u4e0d\u826f\u6f38\u5c16\u751f\u9577', 'Root-plate movement \u6839\u57fa\u79fb\u4f4d ', 'Sap flow \u6ef2\u6db2', 'Trunk girdling \u7e8f\u7e5e\u6a39\u5e79 ', 'Wounds or mechanical injury \u50b7\u75d5\u6216\u6a5f\u68b0\u7834\u640d'], id=None)"
+}
+```
+
+### Dataset Splits
+
+This dataset is split into a train and validation split. The split sizes are as follow:
+
+| Split name   | Num samples         |
+| ------------ | ------------------- |
+| train        | 225 |
+| valid        | 67 |

processed/dataset_dict.json

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+{"splits": ["train", "valid"]}

processed/train/data-00000-of-00001.arrow

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+oid sha256:20704ab71a01148ab4e13d817df1274f03fb427ed8473dbe63d086e776da798d
+size 144498512

processed/train/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Burls \u7bc0\u7624",
+        "Canker \u6f70\u760d",
+        "Co-dominant branches \u7b49\u52e2\u679d",
+        "Co-dominant stems \u7b49\u52e2\u5e79",
+        "Cracks or splits \u88c2\u7e2b\u6216\u88c2\u958b",
+        "Crooks or abrupt bends \u4e0d\u5e38\u898f\u5f4e\u66f2",
+        "Cross branches \u758a\u679d",
+        "Dead surface roots \u8868\u6839\u67af\u840e ",
+        "Deadwood \u67af\u6728",
+        "Decay or cavity \u8150\u721b\u6216\u6a39\u6d1e",
+        "Fungal fruiting bodies \u771f\u83cc\u5b50\u5be6\u9ad4",
+        "Galls \u816b\u7624 ",
+        "Girdling root \u7e8f\u7e5e\u6839 ",
+        "Heavy lateral limb \u91cd\u5074\u679d",
+        "Included bark \u5167\u593e\u6a39\u76ae",
+        "Parasitic or epiphytic plants \u5bc4\u751f\u6216\u9644\u751f\u690d\u7269",
+        "Pest and disease \u75c5\u87f2\u5bb3",
+        "Poor taper \u4e0d\u826f\u6f38\u5c16\u751f\u9577",
+        "Root-plate movement \u6839\u57fa\u79fb\u4f4d ",
+        "Sap flow \u6ef2\u6db2",
+        "Trunk girdling \u7e8f\u7e5e\u6a39\u5e79 ",
+        "Wounds or mechanical injury \u50b7\u75d5\u6216\u6a5f\u68b0\u7834\u640d"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 144496807,
+      "num_examples": 225,
+      "dataset_name": null
+    }
+  }
+}

processed/train/state.json

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+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "b9f07efe0a08801d",
+  "_format_columns": [
+    "image",
+    "target"
+  ],
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": null
+}

processed/valid/data-00000-of-00001.arrow

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+oid sha256:780befcfd67c4c54f74ac1fdb323c425b4d91dee99b3fc5072f4dfa9dc3e1f04
+size 69480128

processed/valid/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Burls \u7bc0\u7624",
+        "Canker \u6f70\u760d",
+        "Co-dominant branches \u7b49\u52e2\u679d",
+        "Co-dominant stems \u7b49\u52e2\u5e79",
+        "Cracks or splits \u88c2\u7e2b\u6216\u88c2\u958b",
+        "Crooks or abrupt bends \u4e0d\u5e38\u898f\u5f4e\u66f2",
+        "Cross branches \u758a\u679d",
+        "Dead surface roots \u8868\u6839\u67af\u840e ",
+        "Deadwood \u67af\u6728",
+        "Decay or cavity \u8150\u721b\u6216\u6a39\u6d1e",
+        "Fungal fruiting bodies \u771f\u83cc\u5b50\u5be6\u9ad4",
+        "Galls \u816b\u7624 ",
+        "Girdling root \u7e8f\u7e5e\u6839 ",
+        "Heavy lateral limb \u91cd\u5074\u679d",
+        "Included bark \u5167\u593e\u6a39\u76ae",
+        "Parasitic or epiphytic plants \u5bc4\u751f\u6216\u9644\u751f\u690d\u7269",
+        "Pest and disease \u75c5\u87f2\u5bb3",
+        "Poor taper \u4e0d\u826f\u6f38\u5c16\u751f\u9577",
+        "Root-plate movement \u6839\u57fa\u79fb\u4f4d ",
+        "Sap flow \u6ef2\u6db2",
+        "Trunk girdling \u7e8f\u7e5e\u6a39\u5e79 ",
+        "Wounds or mechanical injury \u50b7\u75d5\u6216\u6a5f\u68b0\u7834\u640d"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "valid": {
+      "name": "valid",
+      "num_bytes": 69478418,
+      "num_examples": 67,
+      "dataset_name": null
+    }
+  }
+}

processed/valid/state.json

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+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "7f5665a2139f8f4a",
+  "_format_columns": [
+    "image",
+    "target"
+  ],
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": null
+}