Processed data from AutoTrain data processor ([2023-06-26 07:43 ]

README.md

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+---
+task_categories:
+- image-classification
+
+---
+# AutoTrain Dataset for project: galaxy_classification
+
+## Dataset Description
+
+This dataset has been automatically processed by AutoTrain for project galaxy_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": "<256x256 RGB PIL image>",
+    "target": 0
+  },
+  {
+    "image": "<256x256 RGB PIL image>",
+    "target": 0
+  }
+]
+```
+
+### Dataset Fields
+
+The dataset has the following fields (also called "features"):
+
+```json
+{
+  "image": "Image(decode=True, id=None)",
+  "target": "ClassLabel(names=['Barred Spiral', 'Cigar Round Smooth', 'Distributed', 'Edge-on with Bulge', 'Edge-on without Bulge', 'In-between Round Smooth', 'Merging', 'Round Smooth', 'Unbarred Loss Spiral', 'Unbarred Tight Spiral'], 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        | 14188 |
+| valid        | 3548 |

processed/dataset_dict.json

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

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processed/train/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Barred Spiral",
+        "Cigar Round Smooth",
+        "Distributed",
+        "Edge-on with Bulge",
+        "Edge-on without Bulge",
+        "In-between Round Smooth",
+        "Merging",
+        "Round Smooth",
+        "Unbarred Loss Spiral",
+        "Unbarred Tight Spiral"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 2034142819,
+      "num_examples": 14188,
+      "dataset_name": null
+    }
+  }
+}

processed/train/state.json

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+{
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+  "_split": null
+}

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processed/valid/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Barred Spiral",
+        "Cigar Round Smooth",
+        "Distributed",
+        "Edge-on with Bulge",
+        "Edge-on without Bulge",
+        "In-between Round Smooth",
+        "Merging",
+        "Round Smooth",
+        "Unbarred Loss Spiral",
+        "Unbarred Tight Spiral"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "valid": {
+      "name": "valid",
+      "num_bytes": 508434901,
+      "num_examples": 3548,
+      "dataset_name": null
+    }
+  }
+}

processed/valid/state.json

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+{
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+  "_format_columns": [
+    "image",
+    "target"
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+  "_output_all_columns": false,
+  "_split": null
+}