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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 65% 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 0.9517 0.8818 0.9154 2258
American Bobtail 0.2800 0.1014 0.1489 2258
American Curl 0.8084 0.7865 0.7973 2258
American Shorthair 0.1564 0.0124 0.0230 2258
Applehead Siamese 0.9224 0.9686 0.9449 2258
Balinese 0.7271 0.8366 0.7780 2258
Bengal 0.6922 0.7241 0.7078 2258
Birman 0.7330 0.7927 0.7617 2258
Bombay 0.4852 0.8428 0.6159 2258
British Shorthair 0.5846 0.6351 0.6088 2258
Burmese 0.7730 0.6891 0.7286 2258
Calico 0.5623 0.5837 0.5728 2258
Cornish Rex 0.9618 0.9911 0.9762 2258
Devon Rex 0.9346 0.9872 0.9602 2258
Dilute Calico 0.5448 0.5363 0.5405 2258
Dilute Tortoiseshell 0.5344 0.6568 0.5893 2258
Domestic Long Hair 0.3356 0.2582 0.2919 2258
Domestic Medium Hair 0.2142 0.0722 0.1080 2258
Domestic Short Hair 0.6069 0.8446 0.7063 2258
Egyptian Mau 0.7261 0.8065 0.7642 2258
Exotic Shorthair 0.8000 0.6678 0.7280 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2692 0.0465 0.0793 2258
Havana 0.9264 0.9588 0.9423 2258
Himalayan 0.6659 0.6222 0.6433 2258
Japanese Bobtail 0.7976 0.9021 0.8466 2258
Maine Coon 0.3810 0.5164 0.4385 2258
Manx 0.2653 0.0173 0.0324 2258
Munchkin 0.5869 0.6191 0.6026 2258
Nebelung 0.8971 0.9880 0.9404 2258
Norwegian Forest 0.5979 0.6572 0.6262 2258
Oriental Short Hair 0.6182 0.3463 0.4439 2258
Persian 0.7616 0.7298 0.7454 2258
Ragamuffin 0.8929 0.9194 0.9060 2258
Ragdoll 0.5139 0.3942 0.4461 2258
Russian Blue 0.7303 0.8933 0.8036 2258
Scottish Fold 0.8616 0.8025 0.8310 2258
Siamese 0.6016 0.5443 0.5715 2258
Siberian 0.7688 0.8587 0.8113 2258
Snowshoe 0.7166 0.7693 0.7420 2258
Sphynx 0.9959 0.9787 0.9873 2258
Tabby 0.2731 0.2733 0.2732 2258
Tiger 0.2989 0.5434 0.3857 2258
Tonkinese 0.8178 0.8570 0.8369 2258
Torbie 0.4840 0.5815 0.5283 2258
Tortoiseshell 0.5948 0.8016 0.6829 2258
Turkish Angora 0.6075 0.6683 0.6364 2258
Turkish Van 0.5588 0.7533 0.6416 2258
Tuxedo 0.5451 0.8034 0.6495 2258
accuracy 0.6567 108384
macro avg 0.6326 0.6567 0.6321 108384
weighted avg 0.6326 0.6567 0.6321 108384
``` |