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--- |
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task_categories: |
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- other |
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task_ids: |
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- other-image-classification |
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- image-classification |
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tags: |
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- auto-generated |
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- image-classification |
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--- |
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# nateraw/auto-cats-and-dogs |
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Image Classification Dataset |
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## Usage |
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```python |
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from PIL import Image |
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from datasets import load_dataset |
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def pil_loader(path: str): |
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with open(path, 'rb') as f: |
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im = Image.open(f) |
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return im.convert('RGB') |
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def image_loader(example_batch): |
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example_batch['image'] = [ |
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pil_loader(f) for f in example_batch['file'] |
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] |
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return example_batch |
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ds = load_dataset('nateraw/auto-cats-and-dogs') |
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ds = ds.with_transform(image_loader) |
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``` |
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