--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 64% 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/pWKgDp0Jph7byTo0PP7gK.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9430 0.8800 0.9104 2258 American Bobtail 0.2850 0.0793 0.1240 2258 American Curl 0.8189 0.7910 0.8047 2258 American Shorthair 0.1538 0.0106 0.0199 2258 Applehead Siamese 0.9178 0.9686 0.9425 2258 Balinese 0.7040 0.8361 0.7644 2258 Bengal 0.6808 0.7303 0.7047 2258 Birman 0.7039 0.8056 0.7513 2258 Bombay 0.4663 0.8326 0.5978 2258 British Shorthair 0.5607 0.6112 0.5849 2258 Burmese 0.7575 0.6696 0.7109 2258 Calico 0.5450 0.5717 0.5580 2258 Cornish Rex 0.9577 0.9916 0.9743 2258 Devon Rex 0.9355 0.9885 0.9612 2258 Dilute Calico 0.5326 0.5385 0.5356 2258 Dilute Tortoiseshell 0.5480 0.6501 0.5947 2258 Domestic Long Hair 0.3236 0.2462 0.2797 2258 Domestic Medium Hair 0.2141 0.0779 0.1143 2258 Domestic Short Hair 0.5672 0.7976 0.6630 2258 Egyptian Mau 0.7246 0.7994 0.7602 2258 Exotic Shorthair 0.8118 0.6382 0.7146 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2716 0.0403 0.0702 2258 Havana 0.9276 0.9415 0.9345 2258 Himalayan 0.6627 0.6098 0.6351 2258 Japanese Bobtail 0.7643 0.8485 0.8042 2258 Maine Coon 0.3703 0.5151 0.4308 2258 Manx 0.2635 0.0173 0.0324 2258 Munchkin 0.5363 0.5523 0.5442 2258 Nebelung 0.8716 0.9889 0.9266 2258 Norwegian Forest 0.5867 0.6236 0.6046 2258 Oriental Short Hair 0.5759 0.3043 0.3981 2258 Persian 0.7519 0.7329 0.7423 2258 Ragamuffin 0.8447 0.9274 0.8841 2258 Ragdoll 0.5070 0.3707 0.4282 2258 Russian Blue 0.7255 0.8871 0.7982 2258 Scottish Fold 0.8666 0.7941 0.8287 2258 Siamese 0.5999 0.5186 0.5563 2258 Siberian 0.7668 0.8153 0.7903 2258 Snowshoe 0.7125 0.7431 0.7275 2258 Sphynx 0.9932 0.9770 0.9850 2258 Tabby 0.2690 0.2697 0.2693 2258 Tiger 0.2842 0.5257 0.3689 2258 Tonkinese 0.7931 0.8454 0.8184 2258 Torbie 0.4602 0.5717 0.5100 2258 Tortoiseshell 0.5878 0.7976 0.6768 2258 Turkish Angora 0.6030 0.6692 0.6343 2258 Turkish Van 0.5515 0.7427 0.6329 2258 Tuxedo 0.5424 0.8122 0.6505 2258 accuracy 0.6449 108384 macro avg 0.6217 0.6449 0.6199 108384 weighted avg 0.6217 0.6449 0.6199 108384 ```