--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 65% 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/6449300e3adf50d864095b90/69JVXQUwWDl-6h76yvWdt.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9517 0.8818 0.9154 2258 American Bobtail 0.2800 0.1014 0.1489 2258 American Curl 0.8084 0.7865 0.7973 2258 American Shorthair 0.1564 0.0124 0.0230 2258 Applehead Siamese 0.9224 0.9686 0.9449 2258 Balinese 0.7271 0.8366 0.7780 2258 Bengal 0.6922 0.7241 0.7078 2258 Birman 0.7330 0.7927 0.7617 2258 Bombay 0.4852 0.8428 0.6159 2258 British Shorthair 0.5846 0.6351 0.6088 2258 Burmese 0.7730 0.6891 0.7286 2258 Calico 0.5623 0.5837 0.5728 2258 Cornish Rex 0.9618 0.9911 0.9762 2258 Devon Rex 0.9346 0.9872 0.9602 2258 Dilute Calico 0.5448 0.5363 0.5405 2258 Dilute Tortoiseshell 0.5344 0.6568 0.5893 2258 Domestic Long Hair 0.3356 0.2582 0.2919 2258 Domestic Medium Hair 0.2142 0.0722 0.1080 2258 Domestic Short Hair 0.6069 0.8446 0.7063 2258 Egyptian Mau 0.7261 0.8065 0.7642 2258 Exotic Shorthair 0.8000 0.6678 0.7280 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2692 0.0465 0.0793 2258 Havana 0.9264 0.9588 0.9423 2258 Himalayan 0.6659 0.6222 0.6433 2258 Japanese Bobtail 0.7976 0.9021 0.8466 2258 Maine Coon 0.3810 0.5164 0.4385 2258 Manx 0.2653 0.0173 0.0324 2258 Munchkin 0.5869 0.6191 0.6026 2258 Nebelung 0.8971 0.9880 0.9404 2258 Norwegian Forest 0.5979 0.6572 0.6262 2258 Oriental Short Hair 0.6182 0.3463 0.4439 2258 Persian 0.7616 0.7298 0.7454 2258 Ragamuffin 0.8929 0.9194 0.9060 2258 Ragdoll 0.5139 0.3942 0.4461 2258 Russian Blue 0.7303 0.8933 0.8036 2258 Scottish Fold 0.8616 0.8025 0.8310 2258 Siamese 0.6016 0.5443 0.5715 2258 Siberian 0.7688 0.8587 0.8113 2258 Snowshoe 0.7166 0.7693 0.7420 2258 Sphynx 0.9959 0.9787 0.9873 2258 Tabby 0.2731 0.2733 0.2732 2258 Tiger 0.2989 0.5434 0.3857 2258 Tonkinese 0.8178 0.8570 0.8369 2258 Torbie 0.4840 0.5815 0.5283 2258 Tortoiseshell 0.5948 0.8016 0.6829 2258 Turkish Angora 0.6075 0.6683 0.6364 2258 Turkish Van 0.5588 0.7533 0.6416 2258 Tuxedo 0.5451 0.8034 0.6495 2258 accuracy 0.6567 108384 macro avg 0.6326 0.6567 0.6321 108384 weighted avg 0.6326 0.6567 0.6321 108384 ```