metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 70% 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 0.9563 0.9101 0.9326 2258
American Bobtail 0.2963 0.2170 0.2505 2258
American Curl 0.8700 0.8680 0.8690 2258
American Shorthair 0.2165 0.0279 0.0494 2258
Applehead Siamese 0.9602 0.9827 0.9713 2258
Balinese 0.8511 0.8933 0.8717 2258
Bengal 0.7104 0.7431 0.7264 2258
Birman 0.7758 0.8565 0.8141 2258
Bombay 0.5275 0.8370 0.6471 2258
British Shorthair 0.7037 0.7077 0.7057 2258
Burmese 0.8306 0.8663 0.8480 2258
Calico 0.5647 0.6045 0.5840 2258
Cornish Rex 0.9912 0.9929 0.9920 2258
Devon Rex 0.9690 0.9960 0.9823 2258
Dilute Calico 0.5708 0.5496 0.5600 2258
Dilute Tortoiseshell 0.5650 0.6643 0.6106 2258
Domestic Long Hair 0.3461 0.2843 0.3122 2258
Domestic Medium Hair 0.2188 0.0855 0.1229 2258
Domestic Short Hair 0.8187 0.9739 0.8896 2258
Egyptian Mau 0.8025 0.8441 0.8228 2258
Exotic Shorthair 0.8507 0.7117 0.7750 2258
Extra-Toes Cat - Hemingway Polydactyl 0.3025 0.0957 0.1454 2258
Havana 0.9669 0.9690 0.9679 2258
Himalayan 0.7094 0.6594 0.6835 2258
Japanese Bobtail 0.8946 0.9584 0.9254 2258
Maine Coon 0.4325 0.5872 0.4981 2258
Manx 0.3381 0.0421 0.0748 2258
Munchkin 0.7435 0.8601 0.7975 2258
Nebelung 0.9363 0.9894 0.9621 2258
Norwegian Forest 0.7042 0.7414 0.7223 2258
Oriental Short Hair 0.6729 0.5257 0.5903 2258
Persian 0.7815 0.7586 0.7699 2258
Ragamuffin 0.9286 0.9677 0.9477 2258
Ragdoll 0.5767 0.4863 0.5276 2258
Russian Blue 0.7660 0.9105 0.8321 2258
Scottish Fold 0.9232 0.8406 0.8799 2258
Siamese 0.6758 0.6027 0.6372 2258
Siberian 0.8686 0.9278 0.8972 2258
Snowshoe 0.7758 0.7817 0.7787 2258
Sphynx 0.9951 0.9827 0.9889 2258
Tabby 0.3106 0.3167 0.3136 2258
Tiger 0.3337 0.5474 0.4146 2258
Tonkinese 0.8848 0.9119 0.8981 2258
Torbie 0.5020 0.6010 0.5471 2258
Tortoiseshell 0.6303 0.8012 0.7055 2258
Turkish Angora 0.6615 0.7347 0.6962 2258
Turkish Van 0.6175 0.8251 0.7064 2258
Tuxedo 0.5743 0.8251 0.6772 2258
accuracy 0.7055 108384
macro avg 0.6855 0.7055 0.6859 108384
weighted avg 0.6855 0.7055 0.6859 108384