|
--- |
|
license: apache-2.0 |
|
metrics: |
|
- accuracy |
|
- f1 |
|
--- |
|
Detects cat breed (from the list of 48 common breeds) with about 72% 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 0.9673 0.9305 0.9485 2258 |
|
American Bobtail 0.3117 0.2932 0.3021 2258 |
|
American Curl 0.8846 0.8928 0.8887 2258 |
|
American Shorthair 0.1994 0.0297 0.0517 2258 |
|
Applehead Siamese 0.9700 0.9876 0.9787 2258 |
|
Balinese 0.8731 0.9234 0.8975 2258 |
|
Bengal 0.7244 0.7498 0.7369 2258 |
|
Birman 0.8180 0.8760 0.8460 2258 |
|
Bombay 0.5495 0.8508 0.6677 2258 |
|
British Shorthair 0.6991 0.7520 0.7246 2258 |
|
Burmese 0.8542 0.8822 0.8680 2258 |
|
Calico 0.5786 0.6116 0.5946 2258 |
|
Cornish Rex 0.9955 0.9898 0.9927 2258 |
|
Devon Rex 0.9727 0.9938 0.9831 2258 |
|
Dilute Calico 0.5781 0.5540 0.5658 2258 |
|
Dilute Tortoiseshell 0.5750 0.6754 0.6212 2258 |
|
Domestic Long Hair 0.3805 0.3060 0.3392 2258 |
|
Domestic Medium Hair 0.2508 0.0983 0.1413 2258 |
|
Domestic Short Hair 0.8699 0.9801 0.9217 2258 |
|
Egyptian Mau 0.8252 0.8844 0.8538 2258 |
|
Exotic Shorthair 0.8446 0.7462 0.7924 2258 |
|
Extra-Toes Cat - Hemingway Polydactyl 0.3566 0.1311 0.1917 2258 |
|
Havana 0.9643 0.9694 0.9669 2258 |
|
Himalayan 0.7352 0.6825 0.7079 2258 |
|
Japanese Bobtail 0.9358 0.9690 0.9521 2258 |
|
Maine Coon 0.4502 0.5943 0.5123 2258 |
|
Manx 0.2775 0.0447 0.0770 2258 |
|
Munchkin 0.8215 0.8928 0.8557 2258 |
|
Nebelung 0.9518 0.9965 0.9736 2258 |
|
Norwegian Forest 0.7287 0.7790 0.7530 2258 |
|
Oriental Short Hair 0.7218 0.5988 0.6546 2258 |
|
Persian 0.7971 0.7706 0.7836 2258 |
|
Ragamuffin 0.9417 0.9730 0.9571 2258 |
|
Ragdoll 0.5960 0.5279 0.5599 2258 |
|
Russian Blue 0.7750 0.9043 0.8347 2258 |
|
Scottish Fold 0.9533 0.8676 0.9084 2258 |
|
Siamese 0.7187 0.6687 0.6928 2258 |
|
Siberian 0.9017 0.9464 0.9235 2258 |
|
Snowshoe 0.7734 0.7874 0.7803 2258 |
|
Sphynx 0.9969 0.9863 0.9915 2258 |
|
Tabby 0.3181 0.3060 0.3120 2258 |
|
Tiger 0.3638 0.5709 0.4444 2258 |
|
Tonkinese 0.9255 0.9291 0.9273 2258 |
|
Torbie 0.5063 0.6231 0.5587 2258 |
|
Tortoiseshell 0.6405 0.7803 0.7035 2258 |
|
Turkish Angora 0.6801 0.7524 0.7145 2258 |
|
Turkish Van 0.6508 0.8534 0.7385 2258 |
|
Tuxedo 0.5899 0.8344 0.6911 2258 |
|
|
|
accuracy 0.7239 108384 |
|
macro avg 0.7040 0.7239 0.7059 108384 |
|
weighted avg 0.7040 0.7239 0.7059 108384 |
|
``` |
