--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 61% 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/MSxJaKJivx2GuDN-uLqS2.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9329 0.8676 0.8990 2258 American Bobtail 0.2981 0.0562 0.0946 2258 American Curl 0.7791 0.7578 0.7683 2258 American Shorthair 0.1552 0.0080 0.0152 2258 Applehead Siamese 0.8716 0.9322 0.9009 2258 Balinese 0.6364 0.7533 0.6899 2258 Bengal 0.6752 0.7108 0.6926 2258 Birman 0.6543 0.7719 0.7082 2258 Bombay 0.4271 0.8246 0.5627 2258 British Shorthair 0.5383 0.5757 0.5564 2258 Burmese 0.7192 0.5979 0.6530 2258 Calico 0.5272 0.5802 0.5524 2258 Cornish Rex 0.9532 0.9832 0.9680 2258 Devon Rex 0.9104 0.9628 0.9359 2258 Dilute Calico 0.5132 0.5252 0.5192 2258 Dilute Tortoiseshell 0.5218 0.6453 0.5770 2258 Domestic Long Hair 0.3040 0.2329 0.2638 2258 Domestic Medium Hair 0.1877 0.0620 0.0932 2258 Domestic Short Hair 0.4829 0.6196 0.5428 2258 Egyptian Mau 0.6729 0.7826 0.7236 2258 Exotic Shorthair 0.7761 0.6311 0.6961 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3151 0.0306 0.0557 2258 Havana 0.8790 0.9265 0.9021 2258 Himalayan 0.6469 0.5762 0.6095 2258 Japanese Bobtail 0.6976 0.6785 0.6879 2258 Maine Coon 0.3589 0.4951 0.4162 2258 Manx 0.2308 0.0106 0.0203 2258 Munchkin 0.4773 0.3866 0.4272 2258 Nebelung 0.8569 0.9894 0.9184 2258 Norwegian Forest 0.5332 0.6014 0.5652 2258 Oriental Short Hair 0.5752 0.2321 0.3307 2258 Persian 0.7363 0.7259 0.7310 2258 Ragamuffin 0.7818 0.8698 0.8235 2258 Ragdoll 0.4537 0.3384 0.3876 2258 Russian Blue 0.7129 0.8764 0.7863 2258 Scottish Fold 0.8489 0.7666 0.8057 2258 Siamese 0.5762 0.4805 0.5240 2258 Siberian 0.6675 0.6935 0.6803 2258 Snowshoe 0.6843 0.7467 0.7141 2258 Sphynx 0.9875 0.9810 0.9842 2258 Tabby 0.2518 0.2298 0.2403 2258 Tiger 0.2737 0.5465 0.3647 2258 Tonkinese 0.7270 0.7936 0.7588 2258 Torbie 0.4283 0.5633 0.4866 2258 Tortoiseshell 0.5821 0.7901 0.6703 2258 Turkish Angora 0.5817 0.6466 0.6124 2258 Turkish Van 0.4924 0.7498 0.5945 2258 Tuxedo 0.5263 0.8193 0.6409 2258 accuracy 0.6130 108384 macro avg 0.5921 0.6130 0.5865 108384 weighted avg 0.5921 0.6130 0.5865 108384 ```