--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 71% 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/FEQeGXz8g5Jj8qPyK9bJ6.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9667 0.9269 0.9464 2258 American Bobtail 0.3135 0.2586 0.2834 2258 American Curl 0.8737 0.8791 0.8764 2258 American Shorthair 0.1698 0.0239 0.0419 2258 Applehead Siamese 0.9717 0.9872 0.9793 2258 Balinese 0.8564 0.9247 0.8893 2258 Bengal 0.7268 0.7365 0.7316 2258 Birman 0.8037 0.8685 0.8348 2258 Bombay 0.5441 0.8583 0.6660 2258 British Shorthair 0.6986 0.7484 0.7227 2258 Burmese 0.8657 0.8849 0.8752 2258 Calico 0.5872 0.6054 0.5962 2258 Cornish Rex 0.9929 0.9903 0.9916 2258 Devon Rex 0.9705 0.9907 0.9805 2258 Dilute Calico 0.5680 0.5624 0.5652 2258 Dilute Tortoiseshell 0.5693 0.6767 0.6184 2258 Domestic Long Hair 0.3584 0.3087 0.3317 2258 Domestic Medium Hair 0.2537 0.0996 0.1431 2258 Domestic Short Hair 0.8419 0.9787 0.9052 2258 Egyptian Mau 0.8255 0.8818 0.8527 2258 Exotic Shorthair 0.8624 0.7325 0.7921 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3190 0.1019 0.1544 2258 Havana 0.9701 0.9619 0.9660 2258 Himalayan 0.7178 0.6794 0.6981 2258 Japanese Bobtail 0.9392 0.9646 0.9517 2258 Maine Coon 0.4328 0.5930 0.5004 2258 Manx 0.2976 0.0443 0.0771 2258 Munchkin 0.8019 0.8751 0.8369 2258 Nebelung 0.9518 0.9872 0.9691 2258 Norwegian Forest 0.7332 0.7644 0.7485 2258 Oriental Short Hair 0.7138 0.5833 0.6420 2258 Persian 0.8031 0.7569 0.7793 2258 Ragamuffin 0.9339 0.9632 0.9483 2258 Ragdoll 0.5884 0.5128 0.5480 2258 Russian Blue 0.7806 0.9061 0.8387 2258 Scottish Fold 0.9280 0.8623 0.8939 2258 Siamese 0.7075 0.6439 0.6742 2258 Siberian 0.8922 0.9278 0.9097 2258 Snowshoe 0.7782 0.7892 0.7836 2258 Sphynx 0.9964 0.9907 0.9936 2258 Tabby 0.3131 0.3215 0.3172 2258 Tiger 0.3487 0.5700 0.4327 2258 Tonkinese 0.9074 0.9331 0.9201 2258 Torbie 0.5061 0.6045 0.5510 2258 Tortoiseshell 0.6348 0.8029 0.7090 2258 Turkish Angora 0.6823 0.7560 0.7172 2258 Turkish Van 0.6607 0.8450 0.7415 2258 Tuxedo 0.5943 0.8468 0.6984 2258 accuracy 0.7190 108384 macro avg 0.6990 0.7190 0.7005 108384 weighted avg 0.6990 0.7190 0.7005 108384 ```