--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 42% 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/-t7YuNX3ZTCmFP_cdk8JC.png) ``` Classification report: precision recall f1-score support Abyssinian 0.6684 0.8184 0.7358 2258 American Bobtail 0.1250 0.0018 0.0035 2258 American Curl 0.6493 0.2976 0.4081 2258 American Shorthair 0.1395 0.0027 0.0052 2258 Applehead Siamese 0.3798 0.5930 0.4630 2258 Balinese 0.3983 0.2653 0.3184 2258 Bengal 0.5212 0.6577 0.5816 2258 Birman 0.3653 0.7298 0.4869 2258 Bombay 0.3049 0.7857 0.4393 2258 British Shorthair 0.5540 0.2910 0.3815 2258 Burmese 0.8160 0.1218 0.2119 2258 Calico 0.4138 0.5186 0.4603 2258 Cornish Rex 0.5788 0.8539 0.6899 2258 Devon Rex 0.7487 0.1887 0.3014 2258 Dilute Calico 0.5014 0.4039 0.4474 2258 Dilute Tortoiseshell 0.4790 0.5802 0.5247 2258 Domestic Long Hair 0.2701 0.0669 0.1072 2258 Domestic Medium Hair 0.1626 0.0089 0.0168 2258 Domestic Short Hair 0.3216 0.0323 0.0588 2258 Egyptian Mau 0.4549 0.6612 0.5390 2258 Exotic Shorthair 0.6900 0.2405 0.3567 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3333 0.0027 0.0053 2258 Havana 0.5673 0.8003 0.6640 2258 Himalayan 0.4904 0.4092 0.4462 2258 Japanese Bobtail 0.4414 0.0217 0.0414 2258 Maine Coon 0.2508 0.4686 0.3267 2258 Manx 0.0877 0.0022 0.0043 2258 Munchkin 0.0000 0.0000 0.0000 2258 Nebelung 0.6026 0.8818 0.7159 2258 Norwegian Forest 0.3447 0.4216 0.3793 2258 Oriental Short Hair 0.0000 0.0000 0.0000 2258 Persian 0.5176 0.7502 0.6125 2258 Ragamuffin 0.4420 0.1147 0.1821 2258 Ragdoll 0.3195 0.1975 0.2441 2258 Russian Blue 0.5212 0.8888 0.6571 2258 Scottish Fold 0.4852 0.6027 0.5376 2258 Siamese 0.3899 0.1475 0.2140 2258 Siberian 0.4052 0.2090 0.2758 2258 Snowshoe 0.5246 0.6608 0.5849 2258 Sphynx 0.8691 0.9619 0.9132 2258 Tabby 0.1715 0.1935 0.1819 2258 Tiger 0.1927 0.5717 0.2882 2258 Tonkinese 0.3953 0.5797 0.4701 2258 Torbie 0.3738 0.4469 0.4071 2258 Tortoiseshell 0.4989 0.8029 0.6154 2258 Turkish Angora 0.4336 0.5465 0.4835 2258 Turkish Van 0.2719 0.7219 0.3951 2258 Tuxedo 0.3383 0.8875 0.4899 2258 accuracy 0.4252 108384 macro avg 0.4127 0.4252 0.3682 108384 weighted avg 0.4127 0.4252 0.3682 108384 ```