|
--- |
|
license: apache-2.0 |
|
metrics: |
|
- accuracy |
|
- f1 |
|
--- |
|
Detects cat breed (from the list of 48 common breeds) with about 59% 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 0.9290 0.8751 0.9013 2258 |
|
American Bobtail 0.2647 0.0319 0.0569 2258 |
|
American Curl 0.7427 0.7467 0.7447 2258 |
|
American Shorthair 0.1875 0.0080 0.0153 2258 |
|
Applehead Siamese 0.7730 0.9154 0.8382 2258 |
|
Balinese 0.6037 0.7387 0.6644 2258 |
|
Bengal 0.6591 0.6962 0.6771 2258 |
|
Birman 0.6149 0.7489 0.6753 2258 |
|
Bombay 0.4149 0.8229 0.5517 2258 |
|
British Shorthair 0.5094 0.5509 0.5294 2258 |
|
Burmese 0.7049 0.5492 0.6174 2258 |
|
Calico 0.5052 0.5620 0.5321 2258 |
|
Cornish Rex 0.9515 0.9823 0.9667 2258 |
|
Devon Rex 0.8999 0.9477 0.9232 2258 |
|
Dilute Calico 0.5097 0.5252 0.5173 2258 |
|
Dilute Tortoiseshell 0.5222 0.6554 0.5813 2258 |
|
Domestic Long Hair 0.3028 0.2298 0.2613 2258 |
|
Domestic Medium Hair 0.1841 0.0523 0.0814 2258 |
|
Domestic Short Hair 0.4478 0.5545 0.4954 2258 |
|
Egyptian Mau 0.6265 0.7710 0.6913 2258 |
|
Exotic Shorthair 0.7441 0.6284 0.6814 2258 |
|
Extra-Toes Cat - Hemingway Polydactyl 0.3140 0.0239 0.0444 2258 |
|
Havana 0.8614 0.9163 0.8880 2258 |
|
Himalayan 0.6332 0.5642 0.5967 2258 |
|
Japanese Bobtail 0.6678 0.5992 0.6317 2258 |
|
Maine Coon 0.3505 0.4774 0.4042 2258 |
|
Manx 0.2857 0.0151 0.0286 2258 |
|
Munchkin 0.4525 0.3268 0.3795 2258 |
|
Nebelung 0.8383 0.9876 0.9069 2258 |
|
Norwegian Forest 0.5138 0.5704 0.5406 2258 |
|
Oriental Short Hair 0.6487 0.1864 0.2896 2258 |
|
Persian 0.7162 0.7174 0.7168 2258 |
|
Ragamuffin 0.7508 0.8260 0.7866 2258 |
|
Ragdoll 0.4466 0.3184 0.3718 2258 |
|
Russian Blue 0.6906 0.8729 0.7711 2258 |
|
Scottish Fold 0.8123 0.7343 0.7713 2258 |
|
Siamese 0.5480 0.4451 0.4912 2258 |
|
Siberian 0.6351 0.6151 0.6250 2258 |
|
Snowshoe 0.6776 0.7569 0.7151 2258 |
|
Sphynx 0.9879 0.9783 0.9831 2258 |
|
Tabby 0.2529 0.2436 0.2481 2258 |
|
Tiger 0.2696 0.5306 0.3575 2258 |
|
Tonkinese 0.6802 0.7205 0.6998 2258 |
|
Torbie 0.4205 0.5527 0.4776 2258 |
|
Tortoiseshell 0.5868 0.7981 0.6763 2258 |
|
Turkish Angora 0.5812 0.6355 0.6072 2258 |
|
Turkish Van 0.4514 0.7321 0.5584 2258 |
|
Tuxedo 0.5041 0.8224 0.6250 2258 |
|
|
|
accuracy 0.5950 108384 |
|
macro avg 0.5766 0.5950 0.5666 108384 |
|
weighted avg 0.5766 0.5950 0.5666 108384 |
|
``` |
