|
--- |
|
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 |
|
``` |
