--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 68% 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/rG2QdegaG9nguHh6FjKF_.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9606 0.8968 0.9276 2258 American Bobtail 0.2560 0.1408 0.1817 2258 American Curl 0.8527 0.8282 0.8403 2258 American Shorthair 0.2122 0.0230 0.0416 2258 Applehead Siamese 0.9564 0.9814 0.9687 2258 Balinese 0.7827 0.8756 0.8265 2258 Bengal 0.7132 0.7236 0.7184 2258 Birman 0.7618 0.8344 0.7964 2258 Bombay 0.4929 0.8419 0.6217 2258 British Shorthair 0.6681 0.6811 0.6746 2258 Burmese 0.8161 0.7919 0.8038 2258 Calico 0.5525 0.5824 0.5671 2258 Cornish Rex 0.9810 0.9849 0.9830 2258 Devon Rex 0.9537 0.9934 0.9731 2258 Dilute Calico 0.5472 0.5567 0.5519 2258 Dilute Tortoiseshell 0.5583 0.6829 0.6143 2258 Domestic Long Hair 0.3362 0.2741 0.3020 2258 Domestic Medium Hair 0.2289 0.0855 0.1245 2258 Domestic Short Hair 0.7344 0.9491 0.8281 2258 Egyptian Mau 0.7862 0.8454 0.8148 2258 Exotic Shorthair 0.8225 0.6811 0.7452 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2679 0.0580 0.0954 2258 Havana 0.9647 0.9438 0.9541 2258 Himalayan 0.6955 0.6484 0.6711 2258 Japanese Bobtail 0.8673 0.9411 0.9027 2258 Maine Coon 0.4235 0.5872 0.4921 2258 Manx 0.3846 0.0332 0.0611 2258 Munchkin 0.6797 0.7874 0.7296 2258 Nebelung 0.9310 0.9916 0.9603 2258 Norwegian Forest 0.6833 0.7108 0.6968 2258 Oriental Short Hair 0.6539 0.4402 0.5262 2258 Persian 0.7774 0.7440 0.7604 2258 Ragamuffin 0.9212 0.9739 0.9468 2258 Ragdoll 0.5436 0.4526 0.4940 2258 Russian Blue 0.7463 0.9030 0.8172 2258 Scottish Fold 0.8832 0.8202 0.8505 2258 Siamese 0.6507 0.5965 0.6225 2258 Siberian 0.8335 0.9004 0.8657 2258 Snowshoe 0.7584 0.7715 0.7649 2258 Sphynx 0.9973 0.9858 0.9915 2258 Tabby 0.2857 0.3016 0.2934 2258 Tiger 0.3189 0.5593 0.4062 2258 Tonkinese 0.8811 0.9088 0.8947 2258 Torbie 0.5027 0.5872 0.5417 2258 Tortoiseshell 0.6224 0.7861 0.6947 2258 Turkish Angora 0.6359 0.7086 0.6703 2258 Turkish Van 0.6041 0.7981 0.6877 2258 Tuxedo 0.5607 0.8082 0.6621 2258 accuracy 0.6875 108384 macro avg 0.6677 0.6875 0.6658 108384 weighted avg 0.6677 0.6875 0.6658 108384 ```