--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 67% 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/6449300e3adf50d864095b90/4sWXkU2C6cdTTDu8xfXrl.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9533 0.8946 0.9230 2258 American Bobtail 0.2498 0.1289 0.1700 2258 American Curl 0.8518 0.8220 0.8366 2258 American Shorthair 0.1792 0.0168 0.0308 2258 Applehead Siamese 0.9398 0.9810 0.9599 2258 Balinese 0.7608 0.8902 0.8204 2258 Bengal 0.7036 0.7369 0.7199 2258 Birman 0.7335 0.8375 0.7821 2258 Bombay 0.5007 0.8481 0.6296 2258 British Shorthair 0.6313 0.6581 0.6444 2258 Burmese 0.8000 0.7883 0.7941 2258 Calico 0.5623 0.5833 0.5726 2258 Cornish Rex 0.9718 0.9916 0.9816 2258 Devon Rex 0.9441 0.9942 0.9685 2258 Dilute Calico 0.5542 0.5345 0.5442 2258 Dilute Tortoiseshell 0.5508 0.6656 0.6028 2258 Domestic Long Hair 0.3480 0.2768 0.3083 2258 Domestic Medium Hair 0.2048 0.0762 0.1110 2258 Domestic Short Hair 0.6921 0.9535 0.8020 2258 Egyptian Mau 0.7718 0.8313 0.8004 2258 Exotic Shorthair 0.8110 0.6767 0.7378 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2500 0.0531 0.0877 2258 Havana 0.9498 0.9562 0.9530 2258 Himalayan 0.6843 0.6134 0.6469 2258 Japanese Bobtail 0.8428 0.9190 0.8792 2258 Maine Coon 0.4029 0.5611 0.4690 2258 Manx 0.2941 0.0244 0.0450 2258 Munchkin 0.6340 0.7365 0.6814 2258 Nebelung 0.9198 0.9898 0.9535 2258 Norwegian Forest 0.6402 0.6966 0.6672 2258 Oriental Short Hair 0.6400 0.4141 0.5028 2258 Persian 0.7607 0.7307 0.7454 2258 Ragamuffin 0.9060 0.9641 0.9341 2258 Ragdoll 0.5404 0.4083 0.4652 2258 Russian Blue 0.7552 0.8924 0.8181 2258 Scottish Fold 0.8865 0.8091 0.8460 2258 Siamese 0.6266 0.5580 0.5903 2258 Siberian 0.8122 0.8809 0.8451 2258 Snowshoe 0.7542 0.7489 0.7516 2258 Sphynx 0.9928 0.9810 0.9869 2258 Tabby 0.2895 0.2989 0.2941 2258 Tiger 0.3182 0.5399 0.4004 2258 Tonkinese 0.8586 0.8791 0.8687 2258 Torbie 0.5009 0.5895 0.5416 2258 Tortoiseshell 0.6205 0.8038 0.7004 2258 Turkish Angora 0.6149 0.7015 0.6554 2258 Turkish Van 0.5868 0.7737 0.6674 2258 Tuxedo 0.5636 0.8180 0.6674 2258 accuracy 0.6777 108384 macro avg 0.6533 0.6777 0.6542 108384 weighted avg 0.6533 0.6777 0.6542 108384 ```