metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 67% 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 0.9533 0.8946 0.9230 2258
American Bobtail 0.2498 0.1289 0.1700 2258
American Curl 0.8518 0.8220 0.8366 2258
American Shorthair 0.1792 0.0168 0.0308 2258
Applehead Siamese 0.9398 0.9810 0.9599 2258
Balinese 0.7608 0.8902 0.8204 2258
Bengal 0.7036 0.7369 0.7199 2258
Birman 0.7335 0.8375 0.7821 2258
Bombay 0.5007 0.8481 0.6296 2258
British Shorthair 0.6313 0.6581 0.6444 2258
Burmese 0.8000 0.7883 0.7941 2258
Calico 0.5623 0.5833 0.5726 2258
Cornish Rex 0.9718 0.9916 0.9816 2258
Devon Rex 0.9441 0.9942 0.9685 2258
Dilute Calico 0.5542 0.5345 0.5442 2258
Dilute Tortoiseshell 0.5508 0.6656 0.6028 2258
Domestic Long Hair 0.3480 0.2768 0.3083 2258
Domestic Medium Hair 0.2048 0.0762 0.1110 2258
Domestic Short Hair 0.6921 0.9535 0.8020 2258
Egyptian Mau 0.7718 0.8313 0.8004 2258
Exotic Shorthair 0.8110 0.6767 0.7378 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2500 0.0531 0.0877 2258
Havana 0.9498 0.9562 0.9530 2258
Himalayan 0.6843 0.6134 0.6469 2258
Japanese Bobtail 0.8428 0.9190 0.8792 2258
Maine Coon 0.4029 0.5611 0.4690 2258
Manx 0.2941 0.0244 0.0450 2258
Munchkin 0.6340 0.7365 0.6814 2258
Nebelung 0.9198 0.9898 0.9535 2258
Norwegian Forest 0.6402 0.6966 0.6672 2258
Oriental Short Hair 0.6400 0.4141 0.5028 2258
Persian 0.7607 0.7307 0.7454 2258
Ragamuffin 0.9060 0.9641 0.9341 2258
Ragdoll 0.5404 0.4083 0.4652 2258
Russian Blue 0.7552 0.8924 0.8181 2258
Scottish Fold 0.8865 0.8091 0.8460 2258
Siamese 0.6266 0.5580 0.5903 2258
Siberian 0.8122 0.8809 0.8451 2258
Snowshoe 0.7542 0.7489 0.7516 2258
Sphynx 0.9928 0.9810 0.9869 2258
Tabby 0.2895 0.2989 0.2941 2258
Tiger 0.3182 0.5399 0.4004 2258
Tonkinese 0.8586 0.8791 0.8687 2258
Torbie 0.5009 0.5895 0.5416 2258
Tortoiseshell 0.6205 0.8038 0.7004 2258
Turkish Angora 0.6149 0.7015 0.6554 2258
Turkish Van 0.5868 0.7737 0.6674 2258
Tuxedo 0.5636 0.8180 0.6674 2258
accuracy 0.6777 108384
macro avg 0.6533 0.6777 0.6542 108384
weighted avg 0.6533 0.6777 0.6542 108384