--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 60% 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/gzipWx54uH1RNp1jgDumH.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9149 0.8764 0.8953 2258 American Bobtail 0.2478 0.0376 0.0654 2258 American Curl 0.7564 0.7343 0.7452 2258 American Shorthair 0.1809 0.0075 0.0145 2258 Applehead Siamese 0.8128 0.9136 0.8603 2258 Balinese 0.6222 0.7609 0.6846 2258 Bengal 0.6648 0.6860 0.6752 2258 Birman 0.6370 0.7609 0.6934 2258 Bombay 0.4154 0.8144 0.5502 2258 British Shorthair 0.5378 0.5638 0.5505 2258 Burmese 0.7102 0.5775 0.6370 2258 Calico 0.5236 0.5757 0.5484 2258 Cornish Rex 0.9490 0.9801 0.9643 2258 Devon Rex 0.9128 0.9694 0.9403 2258 Dilute Calico 0.5113 0.5128 0.5120 2258 Dilute Tortoiseshell 0.5205 0.6342 0.5718 2258 Domestic Long Hair 0.3203 0.2365 0.2721 2258 Domestic Medium Hair 0.1882 0.0633 0.0948 2258 Domestic Short Hair 0.4672 0.5744 0.5153 2258 Egyptian Mau 0.6108 0.7750 0.6832 2258 Exotic Shorthair 0.7661 0.6209 0.6859 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2769 0.0239 0.0440 2258 Havana 0.8732 0.9212 0.8966 2258 Himalayan 0.6464 0.5992 0.6219 2258 Japanese Bobtail 0.6872 0.6120 0.6475 2258 Maine Coon 0.3660 0.4978 0.4218 2258 Manx 0.2353 0.0124 0.0236 2258 Munchkin 0.4589 0.3459 0.3944 2258 Nebelung 0.8493 0.9880 0.9134 2258 Norwegian Forest 0.5496 0.5965 0.5721 2258 Oriental Short Hair 0.6015 0.2086 0.3098 2258 Persian 0.7355 0.7316 0.7336 2258 Ragamuffin 0.7505 0.8432 0.7942 2258 Ragdoll 0.4728 0.3392 0.3950 2258 Russian Blue 0.6985 0.8782 0.7781 2258 Scottish Fold 0.8071 0.7524 0.7788 2258 Siamese 0.5510 0.4597 0.5012 2258 Siberian 0.6699 0.6940 0.6817 2258 Snowshoe 0.6898 0.7347 0.7116 2258 Sphynx 0.9827 0.9832 0.9830 2258 Tabby 0.2534 0.2409 0.2470 2258 Tiger 0.2713 0.5182 0.3561 2258 Tonkinese 0.6885 0.7675 0.7259 2258 Torbie 0.4301 0.5638 0.4879 2258 Tortoiseshell 0.5822 0.8047 0.6756 2258 Turkish Angora 0.5743 0.6488 0.6093 2258 Turkish Van 0.4667 0.7356 0.5711 2258 Tuxedo 0.5129 0.8344 0.6353 2258 accuracy 0.6044 108384 macro avg 0.5823 0.6044 0.5765 108384 weighted avg 0.5823 0.6044 0.5765 108384 ```