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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 71% 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 0.9667 0.9269 0.9464 2258
American Bobtail 0.3135 0.2586 0.2834 2258
American Curl 0.8737 0.8791 0.8764 2258
American Shorthair 0.1698 0.0239 0.0419 2258
Applehead Siamese 0.9717 0.9872 0.9793 2258
Balinese 0.8564 0.9247 0.8893 2258
Bengal 0.7268 0.7365 0.7316 2258
Birman 0.8037 0.8685 0.8348 2258
Bombay 0.5441 0.8583 0.6660 2258
British Shorthair 0.6986 0.7484 0.7227 2258
Burmese 0.8657 0.8849 0.8752 2258
Calico 0.5872 0.6054 0.5962 2258
Cornish Rex 0.9929 0.9903 0.9916 2258
Devon Rex 0.9705 0.9907 0.9805 2258
Dilute Calico 0.5680 0.5624 0.5652 2258
Dilute Tortoiseshell 0.5693 0.6767 0.6184 2258
Domestic Long Hair 0.3584 0.3087 0.3317 2258
Domestic Medium Hair 0.2537 0.0996 0.1431 2258
Domestic Short Hair 0.8419 0.9787 0.9052 2258
Egyptian Mau 0.8255 0.8818 0.8527 2258
Exotic Shorthair 0.8624 0.7325 0.7921 2258
Extra-Toes Cat - Hemingway Polydactyl 0.3190 0.1019 0.1544 2258
Havana 0.9701 0.9619 0.9660 2258
Himalayan 0.7178 0.6794 0.6981 2258
Japanese Bobtail 0.9392 0.9646 0.9517 2258
Maine Coon 0.4328 0.5930 0.5004 2258
Manx 0.2976 0.0443 0.0771 2258
Munchkin 0.8019 0.8751 0.8369 2258
Nebelung 0.9518 0.9872 0.9691 2258
Norwegian Forest 0.7332 0.7644 0.7485 2258
Oriental Short Hair 0.7138 0.5833 0.6420 2258
Persian 0.8031 0.7569 0.7793 2258
Ragamuffin 0.9339 0.9632 0.9483 2258
Ragdoll 0.5884 0.5128 0.5480 2258
Russian Blue 0.7806 0.9061 0.8387 2258
Scottish Fold 0.9280 0.8623 0.8939 2258
Siamese 0.7075 0.6439 0.6742 2258
Siberian 0.8922 0.9278 0.9097 2258
Snowshoe 0.7782 0.7892 0.7836 2258
Sphynx 0.9964 0.9907 0.9936 2258
Tabby 0.3131 0.3215 0.3172 2258
Tiger 0.3487 0.5700 0.4327 2258
Tonkinese 0.9074 0.9331 0.9201 2258
Torbie 0.5061 0.6045 0.5510 2258
Tortoiseshell 0.6348 0.8029 0.7090 2258
Turkish Angora 0.6823 0.7560 0.7172 2258
Turkish Van 0.6607 0.8450 0.7415 2258
Tuxedo 0.5943 0.8468 0.6984 2258
accuracy 0.7190 108384
macro avg 0.6990 0.7190 0.7005 108384
weighted avg 0.6990 0.7190 0.7005 108384
``` |