--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 70% 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/D86YiAS52sBCzY5vcfsDh.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9563 0.9101 0.9326 2258 American Bobtail 0.2963 0.2170 0.2505 2258 American Curl 0.8700 0.8680 0.8690 2258 American Shorthair 0.2165 0.0279 0.0494 2258 Applehead Siamese 0.9602 0.9827 0.9713 2258 Balinese 0.8511 0.8933 0.8717 2258 Bengal 0.7104 0.7431 0.7264 2258 Birman 0.7758 0.8565 0.8141 2258 Bombay 0.5275 0.8370 0.6471 2258 British Shorthair 0.7037 0.7077 0.7057 2258 Burmese 0.8306 0.8663 0.8480 2258 Calico 0.5647 0.6045 0.5840 2258 Cornish Rex 0.9912 0.9929 0.9920 2258 Devon Rex 0.9690 0.9960 0.9823 2258 Dilute Calico 0.5708 0.5496 0.5600 2258 Dilute Tortoiseshell 0.5650 0.6643 0.6106 2258 Domestic Long Hair 0.3461 0.2843 0.3122 2258 Domestic Medium Hair 0.2188 0.0855 0.1229 2258 Domestic Short Hair 0.8187 0.9739 0.8896 2258 Egyptian Mau 0.8025 0.8441 0.8228 2258 Exotic Shorthair 0.8507 0.7117 0.7750 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3025 0.0957 0.1454 2258 Havana 0.9669 0.9690 0.9679 2258 Himalayan 0.7094 0.6594 0.6835 2258 Japanese Bobtail 0.8946 0.9584 0.9254 2258 Maine Coon 0.4325 0.5872 0.4981 2258 Manx 0.3381 0.0421 0.0748 2258 Munchkin 0.7435 0.8601 0.7975 2258 Nebelung 0.9363 0.9894 0.9621 2258 Norwegian Forest 0.7042 0.7414 0.7223 2258 Oriental Short Hair 0.6729 0.5257 0.5903 2258 Persian 0.7815 0.7586 0.7699 2258 Ragamuffin 0.9286 0.9677 0.9477 2258 Ragdoll 0.5767 0.4863 0.5276 2258 Russian Blue 0.7660 0.9105 0.8321 2258 Scottish Fold 0.9232 0.8406 0.8799 2258 Siamese 0.6758 0.6027 0.6372 2258 Siberian 0.8686 0.9278 0.8972 2258 Snowshoe 0.7758 0.7817 0.7787 2258 Sphynx 0.9951 0.9827 0.9889 2258 Tabby 0.3106 0.3167 0.3136 2258 Tiger 0.3337 0.5474 0.4146 2258 Tonkinese 0.8848 0.9119 0.8981 2258 Torbie 0.5020 0.6010 0.5471 2258 Tortoiseshell 0.6303 0.8012 0.7055 2258 Turkish Angora 0.6615 0.7347 0.6962 2258 Turkish Van 0.6175 0.8251 0.7064 2258 Tuxedo 0.5743 0.8251 0.6772 2258 accuracy 0.7055 108384 macro avg 0.6855 0.7055 0.6859 108384 weighted avg 0.6855 0.7055 0.6859 108384 ```