--- license: apache-2.0 metrics: - accuracy - f1 base_model: - google/vit-base-patch16-224-in21k --- Detects cat breed (from the list of 48 common breeds) with about 77% 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/6449300e3adf50d864095b90/2Ri-lK9CkxFJPD07wTiyx.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9771 0.9628 0.9699 2258 American Bobtail 0.3837 0.4956 0.4325 2258 American Curl 0.9434 0.9376 0.9405 2258 American Shorthair 0.2603 0.0558 0.0919 2258 Applehead Siamese 0.9825 0.9920 0.9872 2258 Balinese 0.9191 0.9606 0.9394 2258 Bengal 0.7666 0.7724 0.7695 2258 Birman 0.8913 0.9371 0.9136 2258 Bombay 0.6471 0.8893 0.7491 2258 British Shorthair 0.7879 0.8720 0.8278 2258 Burmese 0.9124 0.9544 0.9329 2258 Calico 0.6144 0.6492 0.6314 2258 Cornish Rex 0.9960 0.9849 0.9904 2258 Devon Rex 0.9856 1.0000 0.9927 2258 Dilute Calico 0.6094 0.5540 0.5804 2258 Dilute Tortoiseshell 0.5747 0.7037 0.6327 2258 Domestic Long Hair 0.4103 0.3392 0.3714 2258 Domestic Medium Hair 0.2805 0.1120 0.1601 2258 Domestic Short Hair 0.9490 0.9810 0.9647 2258 Egyptian Mau 0.8900 0.9243 0.9068 2258 Exotic Shorthair 0.8720 0.8233 0.8469 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3899 0.2055 0.2691 2258 Havana 0.9811 0.9889 0.9850 2258 Himalayan 0.8022 0.7201 0.7589 2258 Japanese Bobtail 0.9799 0.9725 0.9762 2258 Maine Coon 0.5321 0.6833 0.5983 2258 Manx 0.3942 0.1147 0.1777 2258 Munchkin 0.9325 0.9544 0.9433 2258 Nebelung 0.9639 0.9938 0.9786 2258 Norwegian Forest 0.8280 0.8463 0.8371 2258 Oriental Short Hair 0.8772 0.8096 0.8420 2258 Persian 0.8302 0.8012 0.8154 2258 Ragamuffin 0.9641 0.9872 0.9755 2258 Ragdoll 0.6866 0.6501 0.6679 2258 Russian Blue 0.8215 0.9256 0.8705 2258 Scottish Fold 0.9728 0.9181 0.9446 2258 Siamese 0.7649 0.7551 0.7600 2258 Siberian 0.9636 0.9619 0.9628 2258 Snowshoe 0.8389 0.8140 0.8263 2258 Sphynx 0.9942 0.9903 0.9922 2258 Tabby 0.3533 0.3441 0.3487 2258 Tiger 0.4071 0.6076 0.4876 2258 Tonkinese 0.9613 0.9464 0.9538 2258 Torbie 0.5544 0.6568 0.6013 2258 Tortoiseshell 0.6667 0.8122 0.7323 2258 Turkish Angora 0.7328 0.8308 0.7787 2258 Turkish Van 0.7658 0.9225 0.8369 2258 Tuxedo 0.6491 0.8357 0.7307 2258 accuracy 0.7698 108384 macro avg 0.7554 0.7698 0.7559 108384 weighted avg 0.7554 0.7698 0.7559 108384 ```