--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 62% 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/EjERQK3lXIDDY2BvrpSYh.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9413 0.8809 0.9101 2258 American Bobtail 0.2544 0.0580 0.0945 2258 American Curl 0.7882 0.7631 0.7754 2258 American Shorthair 0.1587 0.0089 0.0168 2258 Applehead Siamese 0.9007 0.9442 0.9219 2258 Balinese 0.6722 0.7830 0.7234 2258 Bengal 0.6654 0.6993 0.6819 2258 Birman 0.6715 0.7830 0.7230 2258 Bombay 0.4535 0.8291 0.5863 2258 British Shorthair 0.5465 0.6094 0.5762 2258 Burmese 0.7430 0.6324 0.6833 2258 Calico 0.5415 0.5841 0.5620 2258 Cornish Rex 0.9600 0.9894 0.9745 2258 Devon Rex 0.9201 0.9787 0.9485 2258 Dilute Calico 0.5204 0.5487 0.5342 2258 Dilute Tortoiseshell 0.5224 0.6461 0.5777 2258 Domestic Long Hair 0.3183 0.2378 0.2722 2258 Domestic Medium Hair 0.1971 0.0660 0.0989 2258 Domestic Short Hair 0.5084 0.6980 0.5883 2258 Egyptian Mau 0.6664 0.7848 0.7208 2258 Exotic Shorthair 0.7842 0.6227 0.6941 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2454 0.0292 0.0522 2258 Havana 0.9012 0.9212 0.9111 2258 Himalayan 0.6550 0.5903 0.6210 2258 Japanese Bobtail 0.7416 0.7586 0.7500 2258 Maine Coon 0.3715 0.5097 0.4298 2258 Manx 0.3009 0.0151 0.0287 2258 Munchkin 0.5252 0.4668 0.4943 2258 Nebelung 0.8707 0.9929 0.9278 2258 Norwegian Forest 0.5516 0.6315 0.5889 2258 Oriental Short Hair 0.5710 0.2617 0.3589 2258 Persian 0.7423 0.7245 0.7333 2258 Ragamuffin 0.8217 0.8778 0.8488 2258 Ragdoll 0.4646 0.3339 0.3886 2258 Russian Blue 0.7238 0.8729 0.7914 2258 Scottish Fold 0.8372 0.7879 0.8118 2258 Siamese 0.5812 0.4991 0.5371 2258 Siberian 0.7234 0.7666 0.7444 2258 Snowshoe 0.6975 0.7524 0.7239 2258 Sphynx 0.9867 0.9827 0.9847 2258 Tabby 0.2648 0.2538 0.2592 2258 Tiger 0.2796 0.5385 0.3681 2258 Tonkinese 0.7528 0.8539 0.8002 2258 Torbie 0.4515 0.5647 0.5018 2258 Tortoiseshell 0.5933 0.7914 0.6782 2258 Turkish Angora 0.5947 0.6590 0.6252 2258 Turkish Van 0.5120 0.7294 0.6016 2258 Tuxedo 0.5318 0.8175 0.6444 2258 accuracy 0.6277 108384 macro avg 0.6047 0.6277 0.6014 108384 weighted avg 0.6047 0.6277 0.6014 108384 ```