metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 42% 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 0.6684 0.8184 0.7358 2258
American Bobtail 0.1250 0.0018 0.0035 2258
American Curl 0.6493 0.2976 0.4081 2258
American Shorthair 0.1395 0.0027 0.0052 2258
Applehead Siamese 0.3798 0.5930 0.4630 2258
Balinese 0.3983 0.2653 0.3184 2258
Bengal 0.5212 0.6577 0.5816 2258
Birman 0.3653 0.7298 0.4869 2258
Bombay 0.3049 0.7857 0.4393 2258
British Shorthair 0.5540 0.2910 0.3815 2258
Burmese 0.8160 0.1218 0.2119 2258
Calico 0.4138 0.5186 0.4603 2258
Cornish Rex 0.5788 0.8539 0.6899 2258
Devon Rex 0.7487 0.1887 0.3014 2258
Dilute Calico 0.5014 0.4039 0.4474 2258
Dilute Tortoiseshell 0.4790 0.5802 0.5247 2258
Domestic Long Hair 0.2701 0.0669 0.1072 2258
Domestic Medium Hair 0.1626 0.0089 0.0168 2258
Domestic Short Hair 0.3216 0.0323 0.0588 2258
Egyptian Mau 0.4549 0.6612 0.5390 2258
Exotic Shorthair 0.6900 0.2405 0.3567 2258
Extra-Toes Cat - Hemingway Polydactyl 0.3333 0.0027 0.0053 2258
Havana 0.5673 0.8003 0.6640 2258
Himalayan 0.4904 0.4092 0.4462 2258
Japanese Bobtail 0.4414 0.0217 0.0414 2258
Maine Coon 0.2508 0.4686 0.3267 2258
Manx 0.0877 0.0022 0.0043 2258
Munchkin 0.0000 0.0000 0.0000 2258
Nebelung 0.6026 0.8818 0.7159 2258
Norwegian Forest 0.3447 0.4216 0.3793 2258
Oriental Short Hair 0.0000 0.0000 0.0000 2258
Persian 0.5176 0.7502 0.6125 2258
Ragamuffin 0.4420 0.1147 0.1821 2258
Ragdoll 0.3195 0.1975 0.2441 2258
Russian Blue 0.5212 0.8888 0.6571 2258
Scottish Fold 0.4852 0.6027 0.5376 2258
Siamese 0.3899 0.1475 0.2140 2258
Siberian 0.4052 0.2090 0.2758 2258
Snowshoe 0.5246 0.6608 0.5849 2258
Sphynx 0.8691 0.9619 0.9132 2258
Tabby 0.1715 0.1935 0.1819 2258
Tiger 0.1927 0.5717 0.2882 2258
Tonkinese 0.3953 0.5797 0.4701 2258
Torbie 0.3738 0.4469 0.4071 2258
Tortoiseshell 0.4989 0.8029 0.6154 2258
Turkish Angora 0.4336 0.5465 0.4835 2258
Turkish Van 0.2719 0.7219 0.3951 2258
Tuxedo 0.3383 0.8875 0.4899 2258
accuracy 0.4252 108384
macro avg 0.4127 0.4252 0.3682 108384
weighted avg 0.4127 0.4252 0.3682 108384