--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 75% 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/onxdtBNBqTj0K12vgm_A5.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9769 0.9553 0.9660 2258 American Bobtail 0.3553 0.4411 0.3936 2258 American Curl 0.9262 0.9119 0.9190 2258 American Shorthair 0.1971 0.0363 0.0613 2258 Applehead Siamese 0.9744 0.9934 0.9838 2258 Balinese 0.9130 0.9531 0.9326 2258 Bengal 0.7582 0.7817 0.7697 2258 Birman 0.8562 0.9336 0.8932 2258 Bombay 0.6105 0.8503 0.7107 2258 British Shorthair 0.7703 0.8450 0.8059 2258 Burmese 0.9125 0.9371 0.9246 2258 Calico 0.6105 0.6191 0.6148 2258 Cornish Rex 0.9938 0.9903 0.9920 2258 Devon Rex 0.9783 1.0000 0.9890 2258 Dilute Calico 0.5986 0.5793 0.5888 2258 Dilute Tortoiseshell 0.5690 0.6997 0.6276 2258 Domestic Long Hair 0.3888 0.3299 0.3570 2258 Domestic Medium Hair 0.2795 0.1112 0.1591 2258 Domestic Short Hair 0.9348 0.9721 0.9531 2258 Egyptian Mau 0.8779 0.9105 0.8939 2258 Exotic Shorthair 0.8743 0.7976 0.8342 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3800 0.1802 0.2445 2258 Havana 0.9791 0.9752 0.9771 2258 Himalayan 0.7904 0.6949 0.7396 2258 Japanese Bobtail 0.9732 0.9655 0.9693 2258 Maine Coon 0.4974 0.6408 0.5601 2258 Manx 0.3724 0.0957 0.1522 2258 Munchkin 0.9190 0.9544 0.9363 2258 Nebelung 0.9619 0.9938 0.9776 2258 Norwegian Forest 0.8022 0.8299 0.8158 2258 Oriental Short Hair 0.8318 0.7622 0.7955 2258 Persian 0.8089 0.7834 0.7960 2258 Ragamuffin 0.9624 0.9748 0.9685 2258 Ragdoll 0.6393 0.6129 0.6258 2258 Russian Blue 0.8078 0.9101 0.8559 2258 Scottish Fold 0.9755 0.8809 0.9258 2258 Siamese 0.7387 0.7387 0.7387 2258 Siberian 0.9499 0.9486 0.9493 2258 Snowshoe 0.8175 0.7914 0.8042 2258 Sphynx 0.9964 0.9889 0.9927 2258 Tabby 0.3495 0.3446 0.3470 2258 Tiger 0.3954 0.5952 0.4752 2258 Tonkinese 0.9614 0.9384 0.9498 2258 Torbie 0.5306 0.6408 0.5805 2258 Tortoiseshell 0.6590 0.8038 0.7243 2258 Turkish Angora 0.7248 0.8118 0.7658 2258 Turkish Van 0.7342 0.8955 0.8069 2258 Tuxedo 0.6181 0.8481 0.7151 2258 accuracy 0.7552 108384 macro avg 0.7403 0.7552 0.7408 108384 weighted avg 0.7403 0.7552 0.7408 108384 ```