Create README.md
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README.md
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This a subset of "ceyda/smithsonian_butterflies" dataset with additional processing done to train the "ceyda/butterfly_gan" model.
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The preprocessing includes:
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- Adding "sim_score" to images with CLIP model using "pretty butterfly","one butterfly","butterfly with open wings","colorful butterfly"
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- Removing butterflies with the same name(species)
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- Limiting only to the top 1000 images
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- Removing the background (doing another sim_scoring after bg removal did visually worse so didn't do it)
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- Detecting contours
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- Cropping to the bounding box of the contour with the largest area
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- Converting back to RGB
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