--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 70% 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/ZbeLo6MhrUT6kha7fL73P.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9691 0.9039 0.9354 2258 American Bobtail 0.2961 0.1940 0.2344 2258 American Curl 0.8650 0.8485 0.8567 2258 American Shorthair 0.2030 0.0244 0.0435 2258 Applehead Siamese 0.9683 0.9867 0.9774 2258 Balinese 0.8031 0.8942 0.8462 2258 Bengal 0.7085 0.7427 0.7252 2258 Birman 0.7628 0.8561 0.8068 2258 Bombay 0.5053 0.8592 0.6364 2258 British Shorthair 0.6634 0.6931 0.6779 2258 Burmese 0.8347 0.8273 0.8310 2258 Calico 0.5736 0.5952 0.5842 2258 Cornish Rex 0.9851 0.9925 0.9887 2258 Devon Rex 0.9668 0.9925 0.9795 2258 Dilute Calico 0.5681 0.5580 0.5630 2258 Dilute Tortoiseshell 0.5614 0.6798 0.6150 2258 Domestic Long Hair 0.3526 0.3029 0.3259 2258 Domestic Medium Hair 0.2225 0.0903 0.1285 2258 Domestic Short Hair 0.7859 0.9690 0.8679 2258 Egyptian Mau 0.8096 0.8570 0.8326 2258 Exotic Shorthair 0.8297 0.6838 0.7497 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3105 0.0864 0.1351 2258 Havana 0.9670 0.9597 0.9633 2258 Himalayan 0.7133 0.6457 0.6778 2258 Japanese Bobtail 0.8707 0.9420 0.9049 2258 Maine Coon 0.4207 0.5850 0.4894 2258 Manx 0.3450 0.0394 0.0707 2258 Munchkin 0.7230 0.8171 0.7672 2258 Nebelung 0.9410 0.9889 0.9644 2258 Norwegian Forest 0.7185 0.6975 0.7079 2258 Oriental Short Hair 0.6909 0.5089 0.5861 2258 Persian 0.7677 0.7595 0.7636 2258 Ragamuffin 0.9238 0.9774 0.9499 2258 Ragdoll 0.5908 0.4712 0.5243 2258 Russian Blue 0.7587 0.9039 0.8250 2258 Scottish Fold 0.9108 0.8361 0.8719 2258 Siamese 0.6623 0.6072 0.6335 2258 Siberian 0.8566 0.9181 0.8863 2258 Snowshoe 0.7697 0.7728 0.7713 2258 Sphynx 0.9955 0.9876 0.9916 2258 Tabby 0.3015 0.3158 0.3085 2258 Tiger 0.3379 0.5598 0.4214 2258 Tonkinese 0.8897 0.9145 0.9019 2258 Torbie 0.5011 0.6014 0.5467 2258 Tortoiseshell 0.6374 0.7972 0.7084 2258 Turkish Angora 0.6689 0.7166 0.6919 2258 Turkish Van 0.6129 0.8268 0.7040 2258 Tuxedo 0.5709 0.8184 0.6726 2258 accuracy 0.7001 108384 macro avg 0.6811 0.7001 0.6801 108384 weighted avg 0.6811 0.7001 0.6801 108384 ```