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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 61% 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 0.9329 0.8676 0.8990 2258
American Bobtail 0.2981 0.0562 0.0946 2258
American Curl 0.7791 0.7578 0.7683 2258
American Shorthair 0.1552 0.0080 0.0152 2258
Applehead Siamese 0.8716 0.9322 0.9009 2258
Balinese 0.6364 0.7533 0.6899 2258
Bengal 0.6752 0.7108 0.6926 2258
Birman 0.6543 0.7719 0.7082 2258
Bombay 0.4271 0.8246 0.5627 2258
British Shorthair 0.5383 0.5757 0.5564 2258
Burmese 0.7192 0.5979 0.6530 2258
Calico 0.5272 0.5802 0.5524 2258
Cornish Rex 0.9532 0.9832 0.9680 2258
Devon Rex 0.9104 0.9628 0.9359 2258
Dilute Calico 0.5132 0.5252 0.5192 2258
Dilute Tortoiseshell 0.5218 0.6453 0.5770 2258
Domestic Long Hair 0.3040 0.2329 0.2638 2258
Domestic Medium Hair 0.1877 0.0620 0.0932 2258
Domestic Short Hair 0.4829 0.6196 0.5428 2258
Egyptian Mau 0.6729 0.7826 0.7236 2258
Exotic Shorthair 0.7761 0.6311 0.6961 2258
Extra-Toes Cat - Hemingway Polydactyl 0.3151 0.0306 0.0557 2258
Havana 0.8790 0.9265 0.9021 2258
Himalayan 0.6469 0.5762 0.6095 2258
Japanese Bobtail 0.6976 0.6785 0.6879 2258
Maine Coon 0.3589 0.4951 0.4162 2258
Manx 0.2308 0.0106 0.0203 2258
Munchkin 0.4773 0.3866 0.4272 2258
Nebelung 0.8569 0.9894 0.9184 2258
Norwegian Forest 0.5332 0.6014 0.5652 2258
Oriental Short Hair 0.5752 0.2321 0.3307 2258
Persian 0.7363 0.7259 0.7310 2258
Ragamuffin 0.7818 0.8698 0.8235 2258
Ragdoll 0.4537 0.3384 0.3876 2258
Russian Blue 0.7129 0.8764 0.7863 2258
Scottish Fold 0.8489 0.7666 0.8057 2258
Siamese 0.5762 0.4805 0.5240 2258
Siberian 0.6675 0.6935 0.6803 2258
Snowshoe 0.6843 0.7467 0.7141 2258
Sphynx 0.9875 0.9810 0.9842 2258
Tabby 0.2518 0.2298 0.2403 2258
Tiger 0.2737 0.5465 0.3647 2258
Tonkinese 0.7270 0.7936 0.7588 2258
Torbie 0.4283 0.5633 0.4866 2258
Tortoiseshell 0.5821 0.7901 0.6703 2258
Turkish Angora 0.5817 0.6466 0.6124 2258
Turkish Van 0.4924 0.7498 0.5945 2258
Tuxedo 0.5263 0.8193 0.6409 2258
accuracy 0.6130 108384
macro avg 0.5921 0.6130 0.5865 108384
weighted avg 0.5921 0.6130 0.5865 108384
``` |