--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 49% 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/b-u8N4tDBFSagxISPz3rd.png) ``` Classification report: precision recall f1-score support Abyssinian 0.8022 0.8477 0.8243 2258 American Bobtail 0.1463 0.0027 0.0052 2258 American Curl 0.6492 0.5492 0.5950 2258 American Shorthair 0.1731 0.0040 0.0078 2258 Applehead Siamese 0.4878 0.7259 0.5835 2258 Balinese 0.4579 0.4867 0.4719 2258 Bengal 0.5947 0.6745 0.6321 2258 Birman 0.4687 0.7259 0.5696 2258 Bombay 0.3388 0.7981 0.4756 2258 British Shorthair 0.4812 0.4486 0.4644 2258 Burmese 0.7255 0.3184 0.4426 2258 Calico 0.4487 0.5593 0.4979 2258 Cornish Rex 0.8194 0.9265 0.8697 2258 Devon Rex 0.7891 0.6098 0.6880 2258 Dilute Calico 0.4909 0.4796 0.4852 2258 Dilute Tortoiseshell 0.4953 0.6262 0.5531 2258 Domestic Long Hair 0.2883 0.1466 0.1944 2258 Domestic Medium Hair 0.1769 0.0217 0.0387 2258 Domestic Short Hair 0.2699 0.1169 0.1632 2258 Egyptian Mau 0.5008 0.7259 0.5927 2258 Exotic Shorthair 0.6892 0.4252 0.5259 2258 Extra-Toes Cat - Hemingway Polydactyl 0.0417 0.0009 0.0017 2258 Havana 0.6666 0.8720 0.7556 2258 Himalayan 0.5753 0.4668 0.5154 2258 Japanese Bobtail 0.3075 0.1143 0.1666 2258 Maine Coon 0.2931 0.4371 0.3509 2258 Manx 0.1867 0.0062 0.0120 2258 Munchkin 0.3156 0.0447 0.0784 2258 Nebelung 0.7309 0.9322 0.8194 2258 Norwegian Forest 0.4237 0.5066 0.4615 2258 Oriental Short Hair 0.3879 0.0199 0.0379 2258 Persian 0.6228 0.7365 0.6749 2258 Ragamuffin 0.4986 0.3911 0.4383 2258 Ragdoll 0.3571 0.2644 0.3038 2258 Russian Blue 0.5916 0.8942 0.7120 2258 Scottish Fold 0.6190 0.7095 0.6612 2258 Siamese 0.4615 0.2467 0.3215 2258 Siberian 0.4178 0.3007 0.3497 2258 Snowshoe 0.5567 0.7241 0.6295 2258 Sphynx 0.9581 0.9721 0.9650 2258 Tabby 0.2105 0.2197 0.2150 2258 Tiger 0.2283 0.5416 0.3212 2258 Tonkinese 0.4759 0.5257 0.4996 2258 Torbie 0.3966 0.5337 0.4551 2258 Tortoiseshell 0.5382 0.7963 0.6423 2258 Turkish Angora 0.4958 0.5709 0.5307 2258 Turkish Van 0.3282 0.7232 0.4515 2258 Tuxedo 0.3847 0.8605 0.5317 2258 accuracy 0.4923 108384 macro avg 0.4659 0.4923 0.4496 108384 weighted avg 0.4659 0.4923 0.4496 108384 ```