metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 75% 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 0.9720 0.9544 0.9631 2258
American Bobtail 0.3756 0.4371 0.4040 2258
American Curl 0.9213 0.9119 0.9165 2258
American Shorthair 0.2062 0.0381 0.0643 2258
Applehead Siamese 0.9714 0.9925 0.9818 2258
Balinese 0.9045 0.9477 0.9256 2258
Bengal 0.7643 0.7697 0.7670 2258
Birman 0.8670 0.9212 0.8933 2258
Bombay 0.5918 0.8654 0.7029 2258
British Shorthair 0.7606 0.8299 0.7937 2258
Burmese 0.9104 0.9225 0.9164 2258
Calico 0.6037 0.6444 0.6234 2258
Cornish Rex 0.9964 0.9929 0.9947 2258
Devon Rex 0.9800 1.0000 0.9899 2258
Dilute Calico 0.5844 0.5549 0.5693 2258
Dilute Tortoiseshell 0.5674 0.6749 0.6165 2258
Domestic Long Hair 0.3825 0.3136 0.3446 2258
Domestic Medium Hair 0.2462 0.0992 0.1414 2258
Domestic Short Hair 0.9204 0.9827 0.9505 2258
Egyptian Mau 0.8664 0.8986 0.8822 2258
Exotic Shorthair 0.8686 0.7963 0.8309 2258
Extra-Toes Cat - Hemingway Polydactyl 0.3690 0.1696 0.2324 2258
Havana 0.9742 0.9690 0.9716 2258
Himalayan 0.7684 0.7126 0.7394 2258
Japanese Bobtail 0.9704 0.9712 0.9708 2258
Maine Coon 0.4853 0.6435 0.5533 2258
Manx 0.3907 0.0895 0.1456 2258
Munchkin 0.9168 0.9420 0.9292 2258
Nebelung 0.9602 0.9934 0.9765 2258
Norwegian Forest 0.7924 0.8251 0.8084 2258
Oriental Short Hair 0.8167 0.7241 0.7676 2258
Persian 0.8148 0.7932 0.8039 2258
Ragamuffin 0.9573 0.9920 0.9743 2258
Ragdoll 0.6544 0.5912 0.6212 2258
Russian Blue 0.8213 0.9035 0.8604 2258
Scottish Fold 0.9668 0.8893 0.9264 2258
Siamese 0.7495 0.7210 0.7350 2258
Siberian 0.9315 0.9632 0.9471 2258
Snowshoe 0.8053 0.8171 0.8112 2258
Sphynx 0.9960 0.9885 0.9922 2258
Tabby 0.3506 0.3512 0.3509 2258
Tiger 0.3786 0.5895 0.4610 2258
Tonkinese 0.9448 0.9398 0.9423 2258
Torbie 0.5447 0.6346 0.5862 2258
Tortoiseshell 0.6531 0.7879 0.7142 2258
Turkish Angora 0.7253 0.7950 0.7585 2258
Turkish Van 0.7159 0.8950 0.7955 2258
Tuxedo 0.6118 0.8388 0.7075 2258
accuracy 0.7516 108384
macro avg 0.7360 0.7516 0.7366 108384
weighted avg 0.7360 0.7516 0.7366 108384