|
--- |
|
license: apache-2.0 |
|
metrics: |
|
- accuracy |
|
- f1 |
|
--- |
|
Detects cat breed (from the list of 48 common breeds) with about 48% 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 0.7947 0.8419 0.8176 2258 |
|
American Bobtail 0.1000 0.0009 0.0018 2258 |
|
American Curl 0.6378 0.5146 0.5696 2258 |
|
American Shorthair 0.2444 0.0049 0.0096 2258 |
|
Applehead Siamese 0.4610 0.6856 0.5513 2258 |
|
Balinese 0.4607 0.4486 0.4546 2258 |
|
Bengal 0.6089 0.6515 0.6294 2258 |
|
Birman 0.4467 0.7179 0.5507 2258 |
|
Bombay 0.3383 0.8056 0.4765 2258 |
|
British Shorthair 0.4904 0.4424 0.4652 2258 |
|
Burmese 0.8123 0.2684 0.4035 2258 |
|
Calico 0.4363 0.5580 0.4897 2258 |
|
Cornish Rex 0.7670 0.9172 0.8354 2258 |
|
Devon Rex 0.7730 0.5292 0.6283 2258 |
|
Dilute Calico 0.4833 0.4544 0.4684 2258 |
|
Dilute Tortoiseshell 0.4959 0.6227 0.5521 2258 |
|
Domestic Long Hair 0.2743 0.1262 0.1729 2258 |
|
Domestic Medium Hair 0.1608 0.0182 0.0326 2258 |
|
Domestic Short Hair 0.3060 0.1156 0.1678 2258 |
|
Egyptian Mau 0.4949 0.7259 0.5885 2258 |
|
Exotic Shorthair 0.7045 0.4181 0.5247 2258 |
|
Extra-Toes Cat - Hemingway Polydactyl 0.0811 0.0013 0.0026 2258 |
|
Havana 0.6489 0.8773 0.7460 2258 |
|
Himalayan 0.5655 0.4606 0.5077 2258 |
|
Japanese Bobtail 0.3782 0.1182 0.1802 2258 |
|
Maine Coon 0.2690 0.4207 0.3282 2258 |
|
Manx 0.1546 0.0066 0.0127 2258 |
|
Munchkin 0.3137 0.0283 0.0520 2258 |
|
Nebelung 0.6980 0.9132 0.7913 2258 |
|
Norwegian Forest 0.4121 0.4951 0.4498 2258 |
|
Oriental Short Hair 0.4271 0.0182 0.0348 2258 |
|
Persian 0.6289 0.7414 0.6805 2258 |
|
Ragamuffin 0.4963 0.3534 0.4128 2258 |
|
Ragdoll 0.3487 0.2551 0.2946 2258 |
|
Russian Blue 0.5744 0.8875 0.6974 2258 |
|
Scottish Fold 0.5972 0.6887 0.6397 2258 |
|
Siamese 0.4347 0.2298 0.3007 2258 |
|
Siberian 0.3999 0.2777 0.3278 2258 |
|
Snowshoe 0.5525 0.7152 0.6234 2258 |
|
Sphynx 0.9563 0.9694 0.9628 2258 |
|
Tabby 0.2046 0.2316 0.2173 2258 |
|
Tiger 0.2223 0.5394 0.3149 2258 |
|
Tonkinese 0.4534 0.5447 0.4949 2258 |
|
Torbie 0.3916 0.5217 0.4474 2258 |
|
Tortoiseshell 0.5367 0.8029 0.6434 2258 |
|
Turkish Angora 0.4989 0.5775 0.5353 2258 |
|
Turkish Van 0.3113 0.7298 0.4364 2258 |
|
Tuxedo 0.3770 0.8667 0.5254 2258 |
|
|
|
accuracy 0.4821 108384 |
|
macro avg 0.4630 0.4821 0.4385 108384 |
|
weighted avg 0.4630 0.4821 0.4385 108384 |
|
``` |
