--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 59% accuracy based on image. See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/NyKNN_2WOl5z08YhKryWk.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9290 0.8751 0.9013 2258 American Bobtail 0.2647 0.0319 0.0569 2258 American Curl 0.7427 0.7467 0.7447 2258 American Shorthair 0.1875 0.0080 0.0153 2258 Applehead Siamese 0.7730 0.9154 0.8382 2258 Balinese 0.6037 0.7387 0.6644 2258 Bengal 0.6591 0.6962 0.6771 2258 Birman 0.6149 0.7489 0.6753 2258 Bombay 0.4149 0.8229 0.5517 2258 British Shorthair 0.5094 0.5509 0.5294 2258 Burmese 0.7049 0.5492 0.6174 2258 Calico 0.5052 0.5620 0.5321 2258 Cornish Rex 0.9515 0.9823 0.9667 2258 Devon Rex 0.8999 0.9477 0.9232 2258 Dilute Calico 0.5097 0.5252 0.5173 2258 Dilute Tortoiseshell 0.5222 0.6554 0.5813 2258 Domestic Long Hair 0.3028 0.2298 0.2613 2258 Domestic Medium Hair 0.1841 0.0523 0.0814 2258 Domestic Short Hair 0.4478 0.5545 0.4954 2258 Egyptian Mau 0.6265 0.7710 0.6913 2258 Exotic Shorthair 0.7441 0.6284 0.6814 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3140 0.0239 0.0444 2258 Havana 0.8614 0.9163 0.8880 2258 Himalayan 0.6332 0.5642 0.5967 2258 Japanese Bobtail 0.6678 0.5992 0.6317 2258 Maine Coon 0.3505 0.4774 0.4042 2258 Manx 0.2857 0.0151 0.0286 2258 Munchkin 0.4525 0.3268 0.3795 2258 Nebelung 0.8383 0.9876 0.9069 2258 Norwegian Forest 0.5138 0.5704 0.5406 2258 Oriental Short Hair 0.6487 0.1864 0.2896 2258 Persian 0.7162 0.7174 0.7168 2258 Ragamuffin 0.7508 0.8260 0.7866 2258 Ragdoll 0.4466 0.3184 0.3718 2258 Russian Blue 0.6906 0.8729 0.7711 2258 Scottish Fold 0.8123 0.7343 0.7713 2258 Siamese 0.5480 0.4451 0.4912 2258 Siberian 0.6351 0.6151 0.6250 2258 Snowshoe 0.6776 0.7569 0.7151 2258 Sphynx 0.9879 0.9783 0.9831 2258 Tabby 0.2529 0.2436 0.2481 2258 Tiger 0.2696 0.5306 0.3575 2258 Tonkinese 0.6802 0.7205 0.6998 2258 Torbie 0.4205 0.5527 0.4776 2258 Tortoiseshell 0.5868 0.7981 0.6763 2258 Turkish Angora 0.5812 0.6355 0.6072 2258 Turkish Van 0.4514 0.7321 0.5584 2258 Tuxedo 0.5041 0.8224 0.6250 2258 accuracy 0.5950 108384 macro avg 0.5766 0.5950 0.5666 108384 weighted avg 0.5766 0.5950 0.5666 108384 ```