--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 71% 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/6449300e3adf50d864095b90/6muRG9UVFbrIR1B-eDvvn.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9647 0.9083 0.9357 2258 American Bobtail 0.3075 0.2564 0.2796 2258 American Curl 0.8835 0.8663 0.8748 2258 American Shorthair 0.1871 0.0244 0.0431 2258 Applehead Siamese 0.9636 0.9858 0.9746 2258 Balinese 0.8430 0.8990 0.8701 2258 Bengal 0.7201 0.7476 0.7336 2258 Birman 0.7825 0.8618 0.8202 2258 Bombay 0.5362 0.8397 0.6545 2258 British Shorthair 0.7041 0.7471 0.7250 2258 Burmese 0.8621 0.8835 0.8727 2258 Calico 0.5661 0.5992 0.5822 2258 Cornish Rex 0.9964 0.9911 0.9938 2258 Devon Rex 0.9686 0.9960 0.9821 2258 Dilute Calico 0.5733 0.5576 0.5653 2258 Dilute Tortoiseshell 0.5602 0.6718 0.6110 2258 Domestic Long Hair 0.3720 0.3127 0.3397 2258 Domestic Medium Hair 0.2486 0.0957 0.1382 2258 Domestic Short Hair 0.8342 0.9668 0.8956 2258 Egyptian Mau 0.8178 0.8769 0.8463 2258 Exotic Shorthair 0.8402 0.7055 0.7670 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2942 0.0965 0.1454 2258 Havana 0.9579 0.9663 0.9621 2258 Himalayan 0.7146 0.6709 0.6921 2258 Japanese Bobtail 0.9231 0.9624 0.9423 2258 Maine Coon 0.4480 0.5748 0.5036 2258 Manx 0.3064 0.0469 0.0814 2258 Munchkin 0.7693 0.8477 0.8066 2258 Nebelung 0.9444 0.9854 0.9645 2258 Norwegian Forest 0.6942 0.7631 0.7270 2258 Oriental Short Hair 0.7058 0.5598 0.6244 2258 Persian 0.7899 0.7458 0.7672 2258 Ragamuffin 0.9334 0.9743 0.9534 2258 Ragdoll 0.5788 0.4978 0.5352 2258 Russian Blue 0.7719 0.9066 0.8338 2258 Scottish Fold 0.9011 0.8720 0.8863 2258 Siamese 0.6828 0.6426 0.6621 2258 Siberian 0.8878 0.9353 0.9109 2258 Snowshoe 0.7927 0.7755 0.7840 2258 Sphynx 0.9978 0.9867 0.9922 2258 Tabby 0.3136 0.3105 0.3120 2258 Tiger 0.3420 0.5629 0.4255 2258 Tonkinese 0.9042 0.9154 0.9098 2258 Torbie 0.5020 0.6129 0.5519 2258 Tortoiseshell 0.6323 0.7883 0.7018 2258 Turkish Angora 0.6667 0.7316 0.6976 2258 Turkish Van 0.6523 0.8384 0.7337 2258 Tuxedo 0.5758 0.8295 0.6797 2258 accuracy 0.7124 108384 macro avg 0.6920 0.7124 0.6936 108384 weighted avg 0.6920 0.7124 0.6936 108384 ```