--- 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/OIHq52YF5D5O_BzTpfpVY.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9444 0.8959 0.9195 2258 American Bobtail 0.2765 0.1581 0.2012 2258 American Curl 0.8585 0.8299 0.8440 2258 American Shorthair 0.2008 0.0213 0.0384 2258 Applehead Siamese 0.9578 0.9761 0.9669 2258 Balinese 0.7910 0.8831 0.8345 2258 Bengal 0.7112 0.7121 0.7117 2258 Birman 0.7468 0.8348 0.7884 2258 Bombay 0.5128 0.8543 0.6409 2258 British Shorthair 0.6592 0.6869 0.6727 2258 Burmese 0.8285 0.7936 0.8107 2258 Calico 0.5579 0.5717 0.5647 2258 Cornish Rex 0.9777 0.9920 0.9848 2258 Devon Rex 0.9590 0.9934 0.9759 2258 Dilute Calico 0.5532 0.5407 0.5469 2258 Dilute Tortoiseshell 0.5482 0.6701 0.6030 2258 Domestic Long Hair 0.3337 0.2772 0.3029 2258 Domestic Medium Hair 0.2167 0.0828 0.1198 2258 Domestic Short Hair 0.7573 0.9619 0.8474 2258 Egyptian Mau 0.7725 0.8512 0.8099 2258 Exotic Shorthair 0.8345 0.6767 0.7474 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2865 0.0695 0.1119 2258 Havana 0.9648 0.9464 0.9555 2258 Himalayan 0.7077 0.6519 0.6787 2258 Japanese Bobtail 0.8561 0.9455 0.8986 2258 Maine Coon 0.4128 0.5691 0.4785 2258 Manx 0.2890 0.0337 0.0603 2258 Munchkin 0.6786 0.7976 0.7333 2258 Nebelung 0.9338 0.9867 0.9595 2258 Norwegian Forest 0.6793 0.7214 0.6997 2258 Oriental Short Hair 0.6550 0.4539 0.5362 2258 Persian 0.7621 0.7405 0.7511 2258 Ragamuffin 0.9272 0.9708 0.9485 2258 Ragdoll 0.5688 0.4579 0.5074 2258 Russian Blue 0.7540 0.8999 0.8205 2258 Scottish Fold 0.9029 0.8406 0.8706 2258 Siamese 0.6452 0.6089 0.6266 2258 Siberian 0.8251 0.9110 0.8659 2258 Snowshoe 0.7569 0.7542 0.7555 2258 Sphynx 0.9942 0.9827 0.9884 2258 Tabby 0.2908 0.3060 0.2982 2258 Tiger 0.3239 0.5438 0.4060 2258 Tonkinese 0.8747 0.8906 0.8826 2258 Torbie 0.4959 0.5895 0.5386 2258 Tortoiseshell 0.6208 0.8056 0.7012 2258 Turkish Angora 0.6323 0.7121 0.6699 2258 Turkish Van 0.6074 0.7852 0.6850 2258 Tuxedo 0.5703 0.8260 0.6747 2258 accuracy 0.6889 108384 macro avg 0.6670 0.6889 0.6674 108384 weighted avg 0.6670 0.6889 0.6674 108384 ```