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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 60% 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 0.9149 0.8764 0.8953 2258
American Bobtail 0.2478 0.0376 0.0654 2258
American Curl 0.7564 0.7343 0.7452 2258
American Shorthair 0.1809 0.0075 0.0145 2258
Applehead Siamese 0.8128 0.9136 0.8603 2258
Balinese 0.6222 0.7609 0.6846 2258
Bengal 0.6648 0.6860 0.6752 2258
Birman 0.6370 0.7609 0.6934 2258
Bombay 0.4154 0.8144 0.5502 2258
British Shorthair 0.5378 0.5638 0.5505 2258
Burmese 0.7102 0.5775 0.6370 2258
Calico 0.5236 0.5757 0.5484 2258
Cornish Rex 0.9490 0.9801 0.9643 2258
Devon Rex 0.9128 0.9694 0.9403 2258
Dilute Calico 0.5113 0.5128 0.5120 2258
Dilute Tortoiseshell 0.5205 0.6342 0.5718 2258
Domestic Long Hair 0.3203 0.2365 0.2721 2258
Domestic Medium Hair 0.1882 0.0633 0.0948 2258
Domestic Short Hair 0.4672 0.5744 0.5153 2258
Egyptian Mau 0.6108 0.7750 0.6832 2258
Exotic Shorthair 0.7661 0.6209 0.6859 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2769 0.0239 0.0440 2258
Havana 0.8732 0.9212 0.8966 2258
Himalayan 0.6464 0.5992 0.6219 2258
Japanese Bobtail 0.6872 0.6120 0.6475 2258
Maine Coon 0.3660 0.4978 0.4218 2258
Manx 0.2353 0.0124 0.0236 2258
Munchkin 0.4589 0.3459 0.3944 2258
Nebelung 0.8493 0.9880 0.9134 2258
Norwegian Forest 0.5496 0.5965 0.5721 2258
Oriental Short Hair 0.6015 0.2086 0.3098 2258
Persian 0.7355 0.7316 0.7336 2258
Ragamuffin 0.7505 0.8432 0.7942 2258
Ragdoll 0.4728 0.3392 0.3950 2258
Russian Blue 0.6985 0.8782 0.7781 2258
Scottish Fold 0.8071 0.7524 0.7788 2258
Siamese 0.5510 0.4597 0.5012 2258
Siberian 0.6699 0.6940 0.6817 2258
Snowshoe 0.6898 0.7347 0.7116 2258
Sphynx 0.9827 0.9832 0.9830 2258
Tabby 0.2534 0.2409 0.2470 2258
Tiger 0.2713 0.5182 0.3561 2258
Tonkinese 0.6885 0.7675 0.7259 2258
Torbie 0.4301 0.5638 0.4879 2258
Tortoiseshell 0.5822 0.8047 0.6756 2258
Turkish Angora 0.5743 0.6488 0.6093 2258
Turkish Van 0.4667 0.7356 0.5711 2258
Tuxedo 0.5129 0.8344 0.6353 2258
accuracy 0.6044 108384
macro avg 0.5823 0.6044 0.5765 108384
weighted avg 0.5823 0.6044 0.5765 108384
``` |