metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 68% 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 0.9444 0.8959 0.9195 2258
American Bobtail 0.2765 0.1581 0.2012 2258
American Curl 0.8585 0.8299 0.8440 2258
American Shorthair 0.2008 0.0213 0.0384 2258
Applehead Siamese 0.9578 0.9761 0.9669 2258
Balinese 0.7910 0.8831 0.8345 2258
Bengal 0.7112 0.7121 0.7117 2258
Birman 0.7468 0.8348 0.7884 2258
Bombay 0.5128 0.8543 0.6409 2258
British Shorthair 0.6592 0.6869 0.6727 2258
Burmese 0.8285 0.7936 0.8107 2258
Calico 0.5579 0.5717 0.5647 2258
Cornish Rex 0.9777 0.9920 0.9848 2258
Devon Rex 0.9590 0.9934 0.9759 2258
Dilute Calico 0.5532 0.5407 0.5469 2258
Dilute Tortoiseshell 0.5482 0.6701 0.6030 2258
Domestic Long Hair 0.3337 0.2772 0.3029 2258
Domestic Medium Hair 0.2167 0.0828 0.1198 2258
Domestic Short Hair 0.7573 0.9619 0.8474 2258
Egyptian Mau 0.7725 0.8512 0.8099 2258
Exotic Shorthair 0.8345 0.6767 0.7474 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2865 0.0695 0.1119 2258
Havana 0.9648 0.9464 0.9555 2258
Himalayan 0.7077 0.6519 0.6787 2258
Japanese Bobtail 0.8561 0.9455 0.8986 2258
Maine Coon 0.4128 0.5691 0.4785 2258
Manx 0.2890 0.0337 0.0603 2258
Munchkin 0.6786 0.7976 0.7333 2258
Nebelung 0.9338 0.9867 0.9595 2258
Norwegian Forest 0.6793 0.7214 0.6997 2258
Oriental Short Hair 0.6550 0.4539 0.5362 2258
Persian 0.7621 0.7405 0.7511 2258
Ragamuffin 0.9272 0.9708 0.9485 2258
Ragdoll 0.5688 0.4579 0.5074 2258
Russian Blue 0.7540 0.8999 0.8205 2258
Scottish Fold 0.9029 0.8406 0.8706 2258
Siamese 0.6452 0.6089 0.6266 2258
Siberian 0.8251 0.9110 0.8659 2258
Snowshoe 0.7569 0.7542 0.7555 2258
Sphynx 0.9942 0.9827 0.9884 2258
Tabby 0.2908 0.3060 0.2982 2258
Tiger 0.3239 0.5438 0.4060 2258
Tonkinese 0.8747 0.8906 0.8826 2258
Torbie 0.4959 0.5895 0.5386 2258
Tortoiseshell 0.6208 0.8056 0.7012 2258
Turkish Angora 0.6323 0.7121 0.6699 2258
Turkish Van 0.6074 0.7852 0.6850 2258
Tuxedo 0.5703 0.8260 0.6747 2258
accuracy 0.6889 108384
macro avg 0.6670 0.6889 0.6674 108384
weighted avg 0.6670 0.6889 0.6674 108384