metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 70% accuracy based on image.
See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
Classification report:
precision recall f1-score support
Abyssinian 0.9691 0.9039 0.9354 2258
American Bobtail 0.2961 0.1940 0.2344 2258
American Curl 0.8650 0.8485 0.8567 2258
American Shorthair 0.2030 0.0244 0.0435 2258
Applehead Siamese 0.9683 0.9867 0.9774 2258
Balinese 0.8031 0.8942 0.8462 2258
Bengal 0.7085 0.7427 0.7252 2258
Birman 0.7628 0.8561 0.8068 2258
Bombay 0.5053 0.8592 0.6364 2258
British Shorthair 0.6634 0.6931 0.6779 2258
Burmese 0.8347 0.8273 0.8310 2258
Calico 0.5736 0.5952 0.5842 2258
Cornish Rex 0.9851 0.9925 0.9887 2258
Devon Rex 0.9668 0.9925 0.9795 2258
Dilute Calico 0.5681 0.5580 0.5630 2258
Dilute Tortoiseshell 0.5614 0.6798 0.6150 2258
Domestic Long Hair 0.3526 0.3029 0.3259 2258
Domestic Medium Hair 0.2225 0.0903 0.1285 2258
Domestic Short Hair 0.7859 0.9690 0.8679 2258
Egyptian Mau 0.8096 0.8570 0.8326 2258
Exotic Shorthair 0.8297 0.6838 0.7497 2258
Extra-Toes Cat - Hemingway Polydactyl 0.3105 0.0864 0.1351 2258
Havana 0.9670 0.9597 0.9633 2258
Himalayan 0.7133 0.6457 0.6778 2258
Japanese Bobtail 0.8707 0.9420 0.9049 2258
Maine Coon 0.4207 0.5850 0.4894 2258
Manx 0.3450 0.0394 0.0707 2258
Munchkin 0.7230 0.8171 0.7672 2258
Nebelung 0.9410 0.9889 0.9644 2258
Norwegian Forest 0.7185 0.6975 0.7079 2258
Oriental Short Hair 0.6909 0.5089 0.5861 2258
Persian 0.7677 0.7595 0.7636 2258
Ragamuffin 0.9238 0.9774 0.9499 2258
Ragdoll 0.5908 0.4712 0.5243 2258
Russian Blue 0.7587 0.9039 0.8250 2258
Scottish Fold 0.9108 0.8361 0.8719 2258
Siamese 0.6623 0.6072 0.6335 2258
Siberian 0.8566 0.9181 0.8863 2258
Snowshoe 0.7697 0.7728 0.7713 2258
Sphynx 0.9955 0.9876 0.9916 2258
Tabby 0.3015 0.3158 0.3085 2258
Tiger 0.3379 0.5598 0.4214 2258
Tonkinese 0.8897 0.9145 0.9019 2258
Torbie 0.5011 0.6014 0.5467 2258
Tortoiseshell 0.6374 0.7972 0.7084 2258
Turkish Angora 0.6689 0.7166 0.6919 2258
Turkish Van 0.6129 0.8268 0.7040 2258
Tuxedo 0.5709 0.8184 0.6726 2258
accuracy 0.7001 108384
macro avg 0.6811 0.7001 0.6801 108384
weighted avg 0.6811 0.7001 0.6801 108384