--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 48% 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/sNW11hp1uh9hhv49dzigo.png) ``` Classification report: precision recall f1-score support Abyssinian 0.7947 0.8419 0.8176 2258 American Bobtail 0.1000 0.0009 0.0018 2258 American Curl 0.6378 0.5146 0.5696 2258 American Shorthair 0.2444 0.0049 0.0096 2258 Applehead Siamese 0.4610 0.6856 0.5513 2258 Balinese 0.4607 0.4486 0.4546 2258 Bengal 0.6089 0.6515 0.6294 2258 Birman 0.4467 0.7179 0.5507 2258 Bombay 0.3383 0.8056 0.4765 2258 British Shorthair 0.4904 0.4424 0.4652 2258 Burmese 0.8123 0.2684 0.4035 2258 Calico 0.4363 0.5580 0.4897 2258 Cornish Rex 0.7670 0.9172 0.8354 2258 Devon Rex 0.7730 0.5292 0.6283 2258 Dilute Calico 0.4833 0.4544 0.4684 2258 Dilute Tortoiseshell 0.4959 0.6227 0.5521 2258 Domestic Long Hair 0.2743 0.1262 0.1729 2258 Domestic Medium Hair 0.1608 0.0182 0.0326 2258 Domestic Short Hair 0.3060 0.1156 0.1678 2258 Egyptian Mau 0.4949 0.7259 0.5885 2258 Exotic Shorthair 0.7045 0.4181 0.5247 2258 Extra-Toes Cat - Hemingway Polydactyl 0.0811 0.0013 0.0026 2258 Havana 0.6489 0.8773 0.7460 2258 Himalayan 0.5655 0.4606 0.5077 2258 Japanese Bobtail 0.3782 0.1182 0.1802 2258 Maine Coon 0.2690 0.4207 0.3282 2258 Manx 0.1546 0.0066 0.0127 2258 Munchkin 0.3137 0.0283 0.0520 2258 Nebelung 0.6980 0.9132 0.7913 2258 Norwegian Forest 0.4121 0.4951 0.4498 2258 Oriental Short Hair 0.4271 0.0182 0.0348 2258 Persian 0.6289 0.7414 0.6805 2258 Ragamuffin 0.4963 0.3534 0.4128 2258 Ragdoll 0.3487 0.2551 0.2946 2258 Russian Blue 0.5744 0.8875 0.6974 2258 Scottish Fold 0.5972 0.6887 0.6397 2258 Siamese 0.4347 0.2298 0.3007 2258 Siberian 0.3999 0.2777 0.3278 2258 Snowshoe 0.5525 0.7152 0.6234 2258 Sphynx 0.9563 0.9694 0.9628 2258 Tabby 0.2046 0.2316 0.2173 2258 Tiger 0.2223 0.5394 0.3149 2258 Tonkinese 0.4534 0.5447 0.4949 2258 Torbie 0.3916 0.5217 0.4474 2258 Tortoiseshell 0.5367 0.8029 0.6434 2258 Turkish Angora 0.4989 0.5775 0.5353 2258 Turkish Van 0.3113 0.7298 0.4364 2258 Tuxedo 0.3770 0.8667 0.5254 2258 accuracy 0.4821 108384 macro avg 0.4630 0.4821 0.4385 108384 weighted avg 0.4630 0.4821 0.4385 108384 ```