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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 48% 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 0.7983 0.8552 0.8257 2258
American Bobtail 0.0500 0.0004 0.0009 2258
American Curl 0.6421 0.5252 0.5778 2258
American Shorthair 0.2000 0.0040 0.0078 2258
Applehead Siamese 0.4684 0.7050 0.5628 2258
Balinese 0.4476 0.4517 0.4496 2258
Bengal 0.6062 0.6572 0.6307 2258
Birman 0.4644 0.7188 0.5642 2258
Bombay 0.3351 0.7914 0.4709 2258
British Shorthair 0.4941 0.4424 0.4668 2258
Burmese 0.7548 0.2781 0.4065 2258
Calico 0.4359 0.5629 0.4913 2258
Cornish Rex 0.7667 0.9212 0.8369 2258
Devon Rex 0.7854 0.5558 0.6509 2258
Dilute Calico 0.5007 0.4708 0.4853 2258
Dilute Tortoiseshell 0.5036 0.6439 0.5652 2258
Domestic Long Hair 0.2831 0.1289 0.1771 2258
Domestic Medium Hair 0.1992 0.0217 0.0391 2258
Domestic Short Hair 0.2900 0.1205 0.1702 2258
Egyptian Mau 0.4949 0.7272 0.5890 2258
Exotic Shorthair 0.7046 0.4225 0.5282 2258
Extra-Toes Cat - Hemingway Polydactyl 0.0588 0.0009 0.0017 2258
Havana 0.6367 0.8663 0.7340 2258
Himalayan 0.5667 0.4703 0.5140 2258
Japanese Bobtail 0.3461 0.1120 0.1693 2258
Maine Coon 0.2704 0.4283 0.3315 2258
Manx 0.1829 0.0066 0.0128 2258
Munchkin 0.3564 0.0319 0.0585 2258
Nebelung 0.7111 0.9057 0.7966 2258
Norwegian Forest 0.4271 0.5102 0.4650 2258
Oriental Short Hair 0.3719 0.0199 0.0378 2258
Persian 0.6217 0.7374 0.6746 2258
Ragamuffin 0.5129 0.3609 0.4237 2258
Ragdoll 0.3483 0.2476 0.2894 2258
Russian Blue 0.5736 0.8840 0.6957 2258
Scottish Fold 0.6087 0.7055 0.6535 2258
Siamese 0.4348 0.2201 0.2923 2258
Siberian 0.4078 0.2879 0.3375 2258
Snowshoe 0.5635 0.7307 0.6363 2258
Sphynx 0.9658 0.9637 0.9648 2258
Tabby 0.1931 0.2197 0.2055 2258
Tiger 0.2285 0.5421 0.3215 2258
Tonkinese 0.4811 0.5567 0.5161 2258
Torbie 0.3783 0.5226 0.4389 2258
Tortoiseshell 0.5438 0.7861 0.6429 2258
Turkish Angora 0.4918 0.5695 0.5278 2258
Turkish Van 0.3124 0.7250 0.4366 2258
Tuxedo 0.3786 0.8711 0.5278 2258
accuracy 0.4852 108384
macro avg 0.4625 0.4852 0.4417 108384
weighted avg 0.4625 0.4852 0.4417 108384
``` |