--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 48% 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/FRI_PdNbWZR1kq_DceJ_p.png) ``` Classification report: precision recall f1-score support Abyssinian 0.7983 0.8552 0.8257 2258 American Bobtail 0.0500 0.0004 0.0009 2258 American Curl 0.6421 0.5252 0.5778 2258 American Shorthair 0.2000 0.0040 0.0078 2258 Applehead Siamese 0.4684 0.7050 0.5628 2258 Balinese 0.4476 0.4517 0.4496 2258 Bengal 0.6062 0.6572 0.6307 2258 Birman 0.4644 0.7188 0.5642 2258 Bombay 0.3351 0.7914 0.4709 2258 British Shorthair 0.4941 0.4424 0.4668 2258 Burmese 0.7548 0.2781 0.4065 2258 Calico 0.4359 0.5629 0.4913 2258 Cornish Rex 0.7667 0.9212 0.8369 2258 Devon Rex 0.7854 0.5558 0.6509 2258 Dilute Calico 0.5007 0.4708 0.4853 2258 Dilute Tortoiseshell 0.5036 0.6439 0.5652 2258 Domestic Long Hair 0.2831 0.1289 0.1771 2258 Domestic Medium Hair 0.1992 0.0217 0.0391 2258 Domestic Short Hair 0.2900 0.1205 0.1702 2258 Egyptian Mau 0.4949 0.7272 0.5890 2258 Exotic Shorthair 0.7046 0.4225 0.5282 2258 Extra-Toes Cat - Hemingway Polydactyl 0.0588 0.0009 0.0017 2258 Havana 0.6367 0.8663 0.7340 2258 Himalayan 0.5667 0.4703 0.5140 2258 Japanese Bobtail 0.3461 0.1120 0.1693 2258 Maine Coon 0.2704 0.4283 0.3315 2258 Manx 0.1829 0.0066 0.0128 2258 Munchkin 0.3564 0.0319 0.0585 2258 Nebelung 0.7111 0.9057 0.7966 2258 Norwegian Forest 0.4271 0.5102 0.4650 2258 Oriental Short Hair 0.3719 0.0199 0.0378 2258 Persian 0.6217 0.7374 0.6746 2258 Ragamuffin 0.5129 0.3609 0.4237 2258 Ragdoll 0.3483 0.2476 0.2894 2258 Russian Blue 0.5736 0.8840 0.6957 2258 Scottish Fold 0.6087 0.7055 0.6535 2258 Siamese 0.4348 0.2201 0.2923 2258 Siberian 0.4078 0.2879 0.3375 2258 Snowshoe 0.5635 0.7307 0.6363 2258 Sphynx 0.9658 0.9637 0.9648 2258 Tabby 0.1931 0.2197 0.2055 2258 Tiger 0.2285 0.5421 0.3215 2258 Tonkinese 0.4811 0.5567 0.5161 2258 Torbie 0.3783 0.5226 0.4389 2258 Tortoiseshell 0.5438 0.7861 0.6429 2258 Turkish Angora 0.4918 0.5695 0.5278 2258 Turkish Van 0.3124 0.7250 0.4366 2258 Tuxedo 0.3786 0.8711 0.5278 2258 accuracy 0.4852 108384 macro avg 0.4625 0.4852 0.4417 108384 weighted avg 0.4625 0.4852 0.4417 108384 ```