Processed data from AutoTrain data processor ([2023-03-23 08:59 ]

README.md

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+---
+task_categories:
+- image-classification
+
+---
+# AutoTrain Dataset for project: tree-classification
+
+## Dataset Description
+
+This dataset has been automatically processed by AutoTrain for project tree-classification.
+
+### 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": "<194x259 RGB PIL image>",
+    "target": 0
+  },
+  {
+    "image": "<259x194 RGB PIL image>",
+    "target": 9
+  }
+]
+```
+
+### Dataset Fields
+
+The dataset has the following fields (also called "features"):
+
+```json
+{
+  "image": "Image(decode=True, id=None)",
+  "target": "ClassLabel(names=['Araucaria columnaris', 'Archontophenix alexandrae', 'Bischofia javanica', 'Callistemon viminalis', 'Casuarina equisetifolia', 'Cinnamomum burmannii', 'Dicranopteris pedata', 'Hibiscus tiliaceus', 'Livistona chinensis', 'Machilus chekiangensis', 'Melaleuca cajuputi subsp. cumingiana', 'Psychotria asiatica', 'Terminalia mantaly'], 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        | 68 |
+| valid        | 24 |

processed/dataset_dict.json

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

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

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processed/train/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Araucaria columnaris",
+        "Archontophenix alexandrae",
+        "Bischofia javanica",
+        "Callistemon viminalis",
+        "Casuarina equisetifolia",
+        "Cinnamomum burmannii",
+        "Dicranopteris pedata",
+        "Hibiscus tiliaceus",
+        "Livistona chinensis",
+        "Machilus chekiangensis",
+        "Melaleuca cajuputi subsp. cumingiana",
+        "Psychotria asiatica",
+        "Terminalia mantaly"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 64849573,
+      "num_examples": 68,
+      "dataset_name": null
+    }
+  }
+}

processed/train/state.json

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+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "741d361cb5da8bd6",
+  "_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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+size 19268880

processed/valid/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Araucaria columnaris",
+        "Archontophenix alexandrae",
+        "Bischofia javanica",
+        "Callistemon viminalis",
+        "Casuarina equisetifolia",
+        "Cinnamomum burmannii",
+        "Dicranopteris pedata",
+        "Hibiscus tiliaceus",
+        "Livistona chinensis",
+        "Machilus chekiangensis",
+        "Melaleuca cajuputi subsp. cumingiana",
+        "Psychotria asiatica",
+        "Terminalia mantaly"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "valid": {
+      "name": "valid",
+      "num_bytes": 19267786,
+      "num_examples": 24,
+      "dataset_name": null
+    }
+  }
+}

processed/valid/state.json

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+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "5c671925c65bcc69",
+  "_format_columns": [
+    "image",
+    "target"
+  ],
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": null
+}