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