--- 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/sJRx_7diiHKhEHTQCv3VK.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9720 0.9544 0.9631 2258 American Bobtail 0.3756 0.4371 0.4040 2258 American Curl 0.9213 0.9119 0.9165 2258 American Shorthair 0.2062 0.0381 0.0643 2258 Applehead Siamese 0.9714 0.9925 0.9818 2258 Balinese 0.9045 0.9477 0.9256 2258 Bengal 0.7643 0.7697 0.7670 2258 Birman 0.8670 0.9212 0.8933 2258 Bombay 0.5918 0.8654 0.7029 2258 British Shorthair 0.7606 0.8299 0.7937 2258 Burmese 0.9104 0.9225 0.9164 2258 Calico 0.6037 0.6444 0.6234 2258 Cornish Rex 0.9964 0.9929 0.9947 2258 Devon Rex 0.9800 1.0000 0.9899 2258 Dilute Calico 0.5844 0.5549 0.5693 2258 Dilute Tortoiseshell 0.5674 0.6749 0.6165 2258 Domestic Long Hair 0.3825 0.3136 0.3446 2258 Domestic Medium Hair 0.2462 0.0992 0.1414 2258 Domestic Short Hair 0.9204 0.9827 0.9505 2258 Egyptian Mau 0.8664 0.8986 0.8822 2258 Exotic Shorthair 0.8686 0.7963 0.8309 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3690 0.1696 0.2324 2258 Havana 0.9742 0.9690 0.9716 2258 Himalayan 0.7684 0.7126 0.7394 2258 Japanese Bobtail 0.9704 0.9712 0.9708 2258 Maine Coon 0.4853 0.6435 0.5533 2258 Manx 0.3907 0.0895 0.1456 2258 Munchkin 0.9168 0.9420 0.9292 2258 Nebelung 0.9602 0.9934 0.9765 2258 Norwegian Forest 0.7924 0.8251 0.8084 2258 Oriental Short Hair 0.8167 0.7241 0.7676 2258 Persian 0.8148 0.7932 0.8039 2258 Ragamuffin 0.9573 0.9920 0.9743 2258 Ragdoll 0.6544 0.5912 0.6212 2258 Russian Blue 0.8213 0.9035 0.8604 2258 Scottish Fold 0.9668 0.8893 0.9264 2258 Siamese 0.7495 0.7210 0.7350 2258 Siberian 0.9315 0.9632 0.9471 2258 Snowshoe 0.8053 0.8171 0.8112 2258 Sphynx 0.9960 0.9885 0.9922 2258 Tabby 0.3506 0.3512 0.3509 2258 Tiger 0.3786 0.5895 0.4610 2258 Tonkinese 0.9448 0.9398 0.9423 2258 Torbie 0.5447 0.6346 0.5862 2258 Tortoiseshell 0.6531 0.7879 0.7142 2258 Turkish Angora 0.7253 0.7950 0.7585 2258 Turkish Van 0.7159 0.8950 0.7955 2258 Tuxedo 0.6118 0.8388 0.7075 2258 accuracy 0.7516 108384 macro avg 0.7360 0.7516 0.7366 108384 weighted avg 0.7360 0.7516 0.7366 108384 ```