metadata
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.
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