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---
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
``` |