Detects cat breed (from the list of 48 common breeds) with about 43% 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 0.6947 0.8233 0.7535 2258
American Bobtail 0.3333 0.0018 0.0035 2258
American Curl 0.6435 0.3446 0.4488 2258
American Shorthair 0.1395 0.0027 0.0052 2258
Applehead Siamese 0.3755 0.6196 0.4676 2258
Balinese 0.4158 0.2963 0.3460 2258
Bengal 0.5466 0.6577 0.5970 2258
Birman 0.3819 0.7272 0.5008 2258
Bombay 0.3127 0.7901 0.4480 2258
British Shorthair 0.5580 0.3366 0.4199 2258
Burmese 0.8392 0.1594 0.2680 2258
Calico 0.4072 0.5137 0.4543 2258
Cornish Rex 0.6047 0.8866 0.7190 2258
Devon Rex 0.7245 0.2422 0.3631 2258
Dilute Calico 0.5029 0.3897 0.4391 2258
Dilute Tortoiseshell 0.4874 0.5979 0.5370 2258
Domestic Long Hair 0.2905 0.0802 0.1257 2258
Domestic Medium Hair 0.1944 0.0124 0.0233 2258
Domestic Short Hair 0.2117 0.0288 0.0507 2258
Egyptian Mau 0.4349 0.6749 0.5290 2258
Exotic Shorthair 0.6971 0.2741 0.3935 2258
Extra-Toes Cat - Hemingway Polydactyl 0.1143 0.0018 0.0035 2258
Havana 0.5774 0.8198 0.6775 2258
Himalayan 0.5242 0.4172 0.4646 2258
Japanese Bobtail 0.4000 0.0496 0.0883 2258
Maine Coon 0.2529 0.4584 0.3259 2258
Manx 0.0857 0.0027 0.0052 2258
Munchkin 0.0000 0.0000 0.0000 2258
Nebelung 0.6049 0.8707 0.7139 2258
Norwegian Forest 0.3543 0.4460 0.3949 2258
Oriental Short Hair 0.5000 0.0018 0.0035 2258
Persian 0.5561 0.7462 0.6373 2258
Ragamuffin 0.4584 0.1537 0.2302 2258
Ragdoll 0.3513 0.2365 0.2827 2258
Russian Blue 0.5320 0.8871 0.6651 2258
Scottish Fold 0.4916 0.6346 0.5540 2258
Siamese 0.3817 0.1386 0.2034 2258
Siberian 0.4182 0.2387 0.3039 2258
Snowshoe 0.5316 0.6816 0.5973 2258
Sphynx 0.9003 0.9641 0.9311 2258
Tabby 0.1817 0.2064 0.1933 2258
Tiger 0.1910 0.5567 0.2845 2258
Tonkinese 0.3995 0.5306 0.4558 2258
Torbie 0.3912 0.4570 0.4216 2258
Tortoiseshell 0.5075 0.7981 0.6204 2258
Turkish Angora 0.4470 0.5620 0.4979 2258
Turkish Van 0.2795 0.7108 0.4012 2258
Tuxedo 0.3454 0.8800 0.4961 2258
accuracy 0.4356 108384
macro avg 0.4286 0.4356 0.3822 108384
weighted avg 0.4286 0.4356 0.3822 108384
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