metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 71% 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 0.9647 0.9083 0.9357 2258
American Bobtail 0.3075 0.2564 0.2796 2258
American Curl 0.8835 0.8663 0.8748 2258
American Shorthair 0.1871 0.0244 0.0431 2258
Applehead Siamese 0.9636 0.9858 0.9746 2258
Balinese 0.8430 0.8990 0.8701 2258
Bengal 0.7201 0.7476 0.7336 2258
Birman 0.7825 0.8618 0.8202 2258
Bombay 0.5362 0.8397 0.6545 2258
British Shorthair 0.7041 0.7471 0.7250 2258
Burmese 0.8621 0.8835 0.8727 2258
Calico 0.5661 0.5992 0.5822 2258
Cornish Rex 0.9964 0.9911 0.9938 2258
Devon Rex 0.9686 0.9960 0.9821 2258
Dilute Calico 0.5733 0.5576 0.5653 2258
Dilute Tortoiseshell 0.5602 0.6718 0.6110 2258
Domestic Long Hair 0.3720 0.3127 0.3397 2258
Domestic Medium Hair 0.2486 0.0957 0.1382 2258
Domestic Short Hair 0.8342 0.9668 0.8956 2258
Egyptian Mau 0.8178 0.8769 0.8463 2258
Exotic Shorthair 0.8402 0.7055 0.7670 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2942 0.0965 0.1454 2258
Havana 0.9579 0.9663 0.9621 2258
Himalayan 0.7146 0.6709 0.6921 2258
Japanese Bobtail 0.9231 0.9624 0.9423 2258
Maine Coon 0.4480 0.5748 0.5036 2258
Manx 0.3064 0.0469 0.0814 2258
Munchkin 0.7693 0.8477 0.8066 2258
Nebelung 0.9444 0.9854 0.9645 2258
Norwegian Forest 0.6942 0.7631 0.7270 2258
Oriental Short Hair 0.7058 0.5598 0.6244 2258
Persian 0.7899 0.7458 0.7672 2258
Ragamuffin 0.9334 0.9743 0.9534 2258
Ragdoll 0.5788 0.4978 0.5352 2258
Russian Blue 0.7719 0.9066 0.8338 2258
Scottish Fold 0.9011 0.8720 0.8863 2258
Siamese 0.6828 0.6426 0.6621 2258
Siberian 0.8878 0.9353 0.9109 2258
Snowshoe 0.7927 0.7755 0.7840 2258
Sphynx 0.9978 0.9867 0.9922 2258
Tabby 0.3136 0.3105 0.3120 2258
Tiger 0.3420 0.5629 0.4255 2258
Tonkinese 0.9042 0.9154 0.9098 2258
Torbie 0.5020 0.6129 0.5519 2258
Tortoiseshell 0.6323 0.7883 0.7018 2258
Turkish Angora 0.6667 0.7316 0.6976 2258
Turkish Van 0.6523 0.8384 0.7337 2258
Tuxedo 0.5758 0.8295 0.6797 2258
accuracy 0.7124 108384
macro avg 0.6920 0.7124 0.6936 108384
weighted avg 0.6920 0.7124 0.6936 108384