metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 54% 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 0.8844 0.8711 0.8777 2258
American Bobtail 0.2037 0.0097 0.0186 2258
American Curl 0.7054 0.6639 0.6840 2258
American Shorthair 0.1579 0.0053 0.0103 2258
Applehead Siamese 0.6322 0.7994 0.7060 2258
Balinese 0.5455 0.6426 0.5901 2258
Bengal 0.6264 0.6794 0.6518 2258
Birman 0.5681 0.7467 0.6452 2258
Bombay 0.3487 0.8184 0.4891 2258
British Shorthair 0.4735 0.5190 0.4952 2258
Burmese 0.7097 0.4721 0.5670 2258
Calico 0.4973 0.5802 0.5356 2258
Cornish Rex 0.9075 0.9646 0.9352 2258
Devon Rex 0.8468 0.8543 0.8505 2258
Dilute Calico 0.5180 0.5217 0.5199 2258
Dilute Tortoiseshell 0.5134 0.6470 0.5725 2258
Domestic Long Hair 0.2886 0.2126 0.2448 2258
Domestic Medium Hair 0.1713 0.0381 0.0623 2258
Domestic Short Hair 0.3643 0.2954 0.3262 2258
Egyptian Mau 0.5406 0.7613 0.6322 2258
Exotic Shorthair 0.7838 0.5810 0.6673 2258
Extra-Toes Cat - Hemingway Polydactyl 0.1167 0.0031 0.0060 2258
Havana 0.7949 0.9079 0.8476 2258
Himalayan 0.5899 0.5159 0.5504 2258
Japanese Bobtail 0.4803 0.3136 0.3794 2258
Maine Coon 0.3018 0.4283 0.3541 2258
Manx 0.1803 0.0097 0.0185 2258
Munchkin 0.3825 0.1506 0.2161 2258
Nebelung 0.7942 0.9606 0.8695 2258
Norwegian Forest 0.4759 0.5199 0.4969 2258
Oriental Short Hair 0.5131 0.0607 0.1085 2258
Persian 0.6857 0.7276 0.7061 2258
Ragamuffin 0.6177 0.6568 0.6366 2258
Ragdoll 0.4368 0.2817 0.3425 2258
Russian Blue 0.6549 0.8893 0.7543 2258
Scottish Fold 0.7676 0.7197 0.7429 2258
Siamese 0.4839 0.3330 0.3945 2258
Siberian 0.5330 0.4650 0.4967 2258
Snowshoe 0.6184 0.7622 0.6828 2258
Sphynx 0.9817 0.9721 0.9769 2258
Tabby 0.2261 0.2542 0.2393 2258
Tiger 0.2598 0.5292 0.3485 2258
Tonkinese 0.5807 0.6116 0.5958 2258
Torbie 0.4362 0.5554 0.4886 2258
Tortoiseshell 0.5665 0.7901 0.6599 2258
Turkish Angora 0.5334 0.6005 0.5650 2258
Turkish Van 0.3857 0.7312 0.5050 2258
Tuxedo 0.4471 0.8419 0.5840 2258
accuracy 0.5474 108384
macro avg 0.5236 0.5474 0.5135 108384
weighted avg 0.5236 0.5474 0.5135 108384