metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 68% 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 0.9606 0.8968 0.9276 2258
American Bobtail 0.2560 0.1408 0.1817 2258
American Curl 0.8527 0.8282 0.8403 2258
American Shorthair 0.2122 0.0230 0.0416 2258
Applehead Siamese 0.9564 0.9814 0.9687 2258
Balinese 0.7827 0.8756 0.8265 2258
Bengal 0.7132 0.7236 0.7184 2258
Birman 0.7618 0.8344 0.7964 2258
Bombay 0.4929 0.8419 0.6217 2258
British Shorthair 0.6681 0.6811 0.6746 2258
Burmese 0.8161 0.7919 0.8038 2258
Calico 0.5525 0.5824 0.5671 2258
Cornish Rex 0.9810 0.9849 0.9830 2258
Devon Rex 0.9537 0.9934 0.9731 2258
Dilute Calico 0.5472 0.5567 0.5519 2258
Dilute Tortoiseshell 0.5583 0.6829 0.6143 2258
Domestic Long Hair 0.3362 0.2741 0.3020 2258
Domestic Medium Hair 0.2289 0.0855 0.1245 2258
Domestic Short Hair 0.7344 0.9491 0.8281 2258
Egyptian Mau 0.7862 0.8454 0.8148 2258
Exotic Shorthair 0.8225 0.6811 0.7452 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2679 0.0580 0.0954 2258
Havana 0.9647 0.9438 0.9541 2258
Himalayan 0.6955 0.6484 0.6711 2258
Japanese Bobtail 0.8673 0.9411 0.9027 2258
Maine Coon 0.4235 0.5872 0.4921 2258
Manx 0.3846 0.0332 0.0611 2258
Munchkin 0.6797 0.7874 0.7296 2258
Nebelung 0.9310 0.9916 0.9603 2258
Norwegian Forest 0.6833 0.7108 0.6968 2258
Oriental Short Hair 0.6539 0.4402 0.5262 2258
Persian 0.7774 0.7440 0.7604 2258
Ragamuffin 0.9212 0.9739 0.9468 2258
Ragdoll 0.5436 0.4526 0.4940 2258
Russian Blue 0.7463 0.9030 0.8172 2258
Scottish Fold 0.8832 0.8202 0.8505 2258
Siamese 0.6507 0.5965 0.6225 2258
Siberian 0.8335 0.9004 0.8657 2258
Snowshoe 0.7584 0.7715 0.7649 2258
Sphynx 0.9973 0.9858 0.9915 2258
Tabby 0.2857 0.3016 0.2934 2258
Tiger 0.3189 0.5593 0.4062 2258
Tonkinese 0.8811 0.9088 0.8947 2258
Torbie 0.5027 0.5872 0.5417 2258
Tortoiseshell 0.6224 0.7861 0.6947 2258
Turkish Angora 0.6359 0.7086 0.6703 2258
Turkish Van 0.6041 0.7981 0.6877 2258
Tuxedo 0.5607 0.8082 0.6621 2258
accuracy 0.6875 108384
macro avg 0.6677 0.6875 0.6658 108384
weighted avg 0.6677 0.6875 0.6658 108384