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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 62% 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 0.9413 0.8809 0.9101 2258
American Bobtail 0.2544 0.0580 0.0945 2258
American Curl 0.7882 0.7631 0.7754 2258
American Shorthair 0.1587 0.0089 0.0168 2258
Applehead Siamese 0.9007 0.9442 0.9219 2258
Balinese 0.6722 0.7830 0.7234 2258
Bengal 0.6654 0.6993 0.6819 2258
Birman 0.6715 0.7830 0.7230 2258
Bombay 0.4535 0.8291 0.5863 2258
British Shorthair 0.5465 0.6094 0.5762 2258
Burmese 0.7430 0.6324 0.6833 2258
Calico 0.5415 0.5841 0.5620 2258
Cornish Rex 0.9600 0.9894 0.9745 2258
Devon Rex 0.9201 0.9787 0.9485 2258
Dilute Calico 0.5204 0.5487 0.5342 2258
Dilute Tortoiseshell 0.5224 0.6461 0.5777 2258
Domestic Long Hair 0.3183 0.2378 0.2722 2258
Domestic Medium Hair 0.1971 0.0660 0.0989 2258
Domestic Short Hair 0.5084 0.6980 0.5883 2258
Egyptian Mau 0.6664 0.7848 0.7208 2258
Exotic Shorthair 0.7842 0.6227 0.6941 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2454 0.0292 0.0522 2258
Havana 0.9012 0.9212 0.9111 2258
Himalayan 0.6550 0.5903 0.6210 2258
Japanese Bobtail 0.7416 0.7586 0.7500 2258
Maine Coon 0.3715 0.5097 0.4298 2258
Manx 0.3009 0.0151 0.0287 2258
Munchkin 0.5252 0.4668 0.4943 2258
Nebelung 0.8707 0.9929 0.9278 2258
Norwegian Forest 0.5516 0.6315 0.5889 2258
Oriental Short Hair 0.5710 0.2617 0.3589 2258
Persian 0.7423 0.7245 0.7333 2258
Ragamuffin 0.8217 0.8778 0.8488 2258
Ragdoll 0.4646 0.3339 0.3886 2258
Russian Blue 0.7238 0.8729 0.7914 2258
Scottish Fold 0.8372 0.7879 0.8118 2258
Siamese 0.5812 0.4991 0.5371 2258
Siberian 0.7234 0.7666 0.7444 2258
Snowshoe 0.6975 0.7524 0.7239 2258
Sphynx 0.9867 0.9827 0.9847 2258
Tabby 0.2648 0.2538 0.2592 2258
Tiger 0.2796 0.5385 0.3681 2258
Tonkinese 0.7528 0.8539 0.8002 2258
Torbie 0.4515 0.5647 0.5018 2258
Tortoiseshell 0.5933 0.7914 0.6782 2258
Turkish Angora 0.5947 0.6590 0.6252 2258
Turkish Van 0.5120 0.7294 0.6016 2258
Tuxedo 0.5318 0.8175 0.6444 2258
accuracy 0.6277 108384
macro avg 0.6047 0.6277 0.6014 108384
weighted avg 0.6047 0.6277 0.6014 108384
``` |