|
--- |
|
license: apache-2.0 |
|
metrics: |
|
- accuracy |
|
- f1 |
|
--- |
|
Detects cat breed (from the list of 48 common breeds) with about 64% 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 0.9430 0.8800 0.9104 2258 |
|
American Bobtail 0.2850 0.0793 0.1240 2258 |
|
American Curl 0.8189 0.7910 0.8047 2258 |
|
American Shorthair 0.1538 0.0106 0.0199 2258 |
|
Applehead Siamese 0.9178 0.9686 0.9425 2258 |
|
Balinese 0.7040 0.8361 0.7644 2258 |
|
Bengal 0.6808 0.7303 0.7047 2258 |
|
Birman 0.7039 0.8056 0.7513 2258 |
|
Bombay 0.4663 0.8326 0.5978 2258 |
|
British Shorthair 0.5607 0.6112 0.5849 2258 |
|
Burmese 0.7575 0.6696 0.7109 2258 |
|
Calico 0.5450 0.5717 0.5580 2258 |
|
Cornish Rex 0.9577 0.9916 0.9743 2258 |
|
Devon Rex 0.9355 0.9885 0.9612 2258 |
|
Dilute Calico 0.5326 0.5385 0.5356 2258 |
|
Dilute Tortoiseshell 0.5480 0.6501 0.5947 2258 |
|
Domestic Long Hair 0.3236 0.2462 0.2797 2258 |
|
Domestic Medium Hair 0.2141 0.0779 0.1143 2258 |
|
Domestic Short Hair 0.5672 0.7976 0.6630 2258 |
|
Egyptian Mau 0.7246 0.7994 0.7602 2258 |
|
Exotic Shorthair 0.8118 0.6382 0.7146 2258 |
|
Extra-Toes Cat - Hemingway Polydactyl 0.2716 0.0403 0.0702 2258 |
|
Havana 0.9276 0.9415 0.9345 2258 |
|
Himalayan 0.6627 0.6098 0.6351 2258 |
|
Japanese Bobtail 0.7643 0.8485 0.8042 2258 |
|
Maine Coon 0.3703 0.5151 0.4308 2258 |
|
Manx 0.2635 0.0173 0.0324 2258 |
|
Munchkin 0.5363 0.5523 0.5442 2258 |
|
Nebelung 0.8716 0.9889 0.9266 2258 |
|
Norwegian Forest 0.5867 0.6236 0.6046 2258 |
|
Oriental Short Hair 0.5759 0.3043 0.3981 2258 |
|
Persian 0.7519 0.7329 0.7423 2258 |
|
Ragamuffin 0.8447 0.9274 0.8841 2258 |
|
Ragdoll 0.5070 0.3707 0.4282 2258 |
|
Russian Blue 0.7255 0.8871 0.7982 2258 |
|
Scottish Fold 0.8666 0.7941 0.8287 2258 |
|
Siamese 0.5999 0.5186 0.5563 2258 |
|
Siberian 0.7668 0.8153 0.7903 2258 |
|
Snowshoe 0.7125 0.7431 0.7275 2258 |
|
Sphynx 0.9932 0.9770 0.9850 2258 |
|
Tabby 0.2690 0.2697 0.2693 2258 |
|
Tiger 0.2842 0.5257 0.3689 2258 |
|
Tonkinese 0.7931 0.8454 0.8184 2258 |
|
Torbie 0.4602 0.5717 0.5100 2258 |
|
Tortoiseshell 0.5878 0.7976 0.6768 2258 |
|
Turkish Angora 0.6030 0.6692 0.6343 2258 |
|
Turkish Van 0.5515 0.7427 0.6329 2258 |
|
Tuxedo 0.5424 0.8122 0.6505 2258 |
|
|
|
accuracy 0.6449 108384 |
|
macro avg 0.6217 0.6449 0.6199 108384 |
|
weighted avg 0.6217 0.6449 0.6199 108384 |
|
``` |
