metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 56% 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 0.8801 0.8645 0.8722 2258
American Bobtail 0.2128 0.0133 0.0250 2258
American Curl 0.7026 0.6926 0.6976 2258
American Shorthair 0.1429 0.0035 0.0069 2258
Applehead Siamese 0.6545 0.8499 0.7395 2258
Balinese 0.5760 0.6833 0.6251 2258
Bengal 0.6397 0.6895 0.6637 2258
Birman 0.5926 0.7542 0.6637 2258
Bombay 0.3592 0.8206 0.4997 2258
British Shorthair 0.4799 0.5226 0.5003 2258
Burmese 0.6849 0.4814 0.5654 2258
Calico 0.4793 0.5647 0.5185 2258
Cornish Rex 0.9154 0.9681 0.9410 2258
Devon Rex 0.8666 0.9004 0.8831 2258
Dilute Calico 0.5093 0.5093 0.5093 2258
Dilute Tortoiseshell 0.5234 0.6528 0.5810 2258
Domestic Long Hair 0.3073 0.2037 0.2450 2258
Domestic Medium Hair 0.1608 0.0407 0.0650 2258
Domestic Short Hair 0.3729 0.3702 0.3716 2258
Egyptian Mau 0.5817 0.7569 0.6578 2258
Exotic Shorthair 0.7603 0.5815 0.6590 2258
Extra-Toes Cat - Hemingway Polydactyl 0.1646 0.0058 0.0111 2258
Havana 0.8038 0.9070 0.8523 2258
Himalayan 0.6036 0.5368 0.5682 2258
Japanese Bobtail 0.5208 0.3663 0.4301 2258
Maine Coon 0.3204 0.4570 0.3767 2258
Manx 0.2562 0.0137 0.0261 2258
Munchkin 0.3862 0.1811 0.2466 2258
Nebelung 0.8079 0.9761 0.8841 2258
Norwegian Forest 0.5054 0.5412 0.5227 2258
Oriental Short Hair 0.5240 0.0775 0.1350 2258
Persian 0.6828 0.7329 0.7070 2258
Ragamuffin 0.6560 0.7002 0.6774 2258
Ragdoll 0.4254 0.2865 0.3424 2258
Russian Blue 0.6680 0.8804 0.7596 2258
Scottish Fold 0.7794 0.7276 0.7526 2258
Siamese 0.5331 0.3601 0.4298 2258
Siberian 0.5416 0.4956 0.5176 2258
Snowshoe 0.6354 0.7595 0.6920 2258
Sphynx 0.9846 0.9601 0.9722 2258
Tabby 0.2326 0.2498 0.2409 2258
Tiger 0.2597 0.5288 0.3483 2258
Tonkinese 0.6156 0.6355 0.6254 2258
Torbie 0.4152 0.5288 0.4651 2258
Tortoiseshell 0.5623 0.7936 0.6582 2258
Turkish Angora 0.5452 0.5952 0.5691 2258
Turkish Van 0.3999 0.7338 0.5177 2258
Tuxedo 0.4603 0.8388 0.5944 2258
accuracy 0.5582 108384
macro avg 0.5352 0.5582 0.5253 108384
weighted avg 0.5352 0.5582 0.5253 108384