Detects cat breed (from the list of 48 common breeds) with about 54% 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 0.8923 0.8623 0.8770 2258
American Bobtail 0.1518 0.0075 0.0143 2258
American Curl 0.6851 0.6656 0.6752 2258
American Shorthair 0.1765 0.0053 0.0103 2258
Applehead Siamese 0.6047 0.7954 0.6871 2258
Balinese 0.5413 0.6417 0.5872 2258
Bengal 0.6333 0.6882 0.6596 2258
Birman 0.5696 0.7449 0.6456 2258
Bombay 0.3566 0.8069 0.4946 2258
British Shorthair 0.4887 0.5075 0.4979 2258
Burmese 0.7134 0.4486 0.5508 2258
Calico 0.4811 0.5762 0.5244 2258
Cornish Rex 0.9095 0.9615 0.9348 2258
Devon Rex 0.8332 0.8406 0.8369 2258
Dilute Calico 0.5115 0.5031 0.5073 2258
Dilute Tortoiseshell 0.5105 0.6324 0.5650 2258
Domestic Long Hair 0.2847 0.1962 0.2323 2258
Domestic Medium Hair 0.1790 0.0416 0.0676 2258
Domestic Short Hair 0.3340 0.2759 0.3022 2258
Egyptian Mau 0.5581 0.7591 0.6433 2258
Exotic Shorthair 0.7646 0.5580 0.6452 2258
Extra-Toes Cat - Hemingway Polydactyl 0.1628 0.0062 0.0119 2258
Havana 0.7700 0.9088 0.8336 2258
Himalayan 0.6097 0.5306 0.5674 2258
Japanese Bobtail 0.4770 0.2945 0.3642 2258
Maine Coon 0.3108 0.4420 0.3650 2258
Manx 0.2090 0.0124 0.0234 2258
Munchkin 0.3973 0.1457 0.2132 2258
Nebelung 0.7943 0.9730 0.8746 2258
Norwegian Forest 0.4928 0.5279 0.5097 2258
Oriental Short Hair 0.5019 0.0571 0.1026 2258
Persian 0.6727 0.7290 0.6997 2258
Ragamuffin 0.6007 0.6528 0.6256 2258
Ragdoll 0.4194 0.2684 0.3273 2258
Russian Blue 0.6448 0.8787 0.7438 2258
Scottish Fold 0.7533 0.7250 0.7389 2258
Siamese 0.4763 0.3295 0.3895 2258
Siberian 0.5214 0.4535 0.4851 2258
Snowshoe 0.6118 0.7600 0.6779 2258
Sphynx 0.9830 0.9717 0.9773 2258
Tabby 0.2134 0.2405 0.2262 2258
Tiger 0.2582 0.5390 0.3492 2258
Tonkinese 0.5840 0.6063 0.5950 2258
Torbie 0.4101 0.5447 0.4679 2258
Tortoiseshell 0.5676 0.7883 0.6600 2258
Turkish Angora 0.5384 0.5771 0.5571 2258
Turkish Van 0.3731 0.7418 0.4964 2258
Tuxedo 0.4403 0.8419 0.5782 2258
accuracy 0.5430 108384
macro avg 0.5203 0.5430 0.5087 108384
weighted avg 0.5203 0.5430 0.5087 108384
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