metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 64% 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 0.9395 0.8871 0.9125 2258
American Bobtail 0.2310 0.0633 0.0994 2258
American Curl 0.7928 0.7812 0.7870 2258
American Shorthair 0.1429 0.0084 0.0159 2258
Applehead Siamese 0.9047 0.9588 0.9310 2258
Balinese 0.6979 0.7839 0.7384 2258
Bengal 0.6738 0.7272 0.6995 2258
Birman 0.6897 0.7737 0.7293 2258
Bombay 0.4598 0.8344 0.5929 2258
British Shorthair 0.5642 0.6094 0.5859 2258
Burmese 0.7487 0.6426 0.6916 2258
Calico 0.5456 0.5744 0.5597 2258
Cornish Rex 0.9644 0.9827 0.9735 2258
Devon Rex 0.9193 0.9836 0.9504 2258
Dilute Calico 0.5332 0.5337 0.5334 2258
Dilute Tortoiseshell 0.5289 0.6683 0.5905 2258
Domestic Long Hair 0.3286 0.2555 0.2875 2258
Domestic Medium Hair 0.1882 0.0704 0.1025 2258
Domestic Short Hair 0.5543 0.7865 0.6503 2258
Egyptian Mau 0.6897 0.7945 0.7384 2258
Exotic Shorthair 0.7995 0.6461 0.7147 2258
Extra-Toes Cat - Hemingway Polydactyl 0.3023 0.0403 0.0711 2258
Havana 0.9028 0.9340 0.9182 2258
Himalayan 0.6638 0.6191 0.6407 2258
Japanese Bobtail 0.7483 0.7994 0.7730 2258
Maine Coon 0.3734 0.5182 0.4341 2258
Manx 0.3193 0.0168 0.0320 2258
Munchkin 0.5444 0.5297 0.5369 2258
Nebelung 0.8609 0.9925 0.9220 2258
Norwegian Forest 0.5777 0.6222 0.5991 2258
Oriental Short Hair 0.5956 0.2883 0.3885 2258
Persian 0.7464 0.7285 0.7373 2258
Ragamuffin 0.8462 0.9207 0.8819 2258
Ragdoll 0.4800 0.3552 0.4082 2258
Russian Blue 0.7279 0.8862 0.7993 2258
Scottish Fold 0.8469 0.7914 0.8182 2258
Siamese 0.5851 0.5146 0.5476 2258
Siberian 0.7409 0.8043 0.7713 2258
Snowshoe 0.6972 0.7493 0.7223 2258
Sphynx 0.9968 0.9765 0.9866 2258
Tabby 0.2705 0.2626 0.2665 2258
Tiger 0.2845 0.5270 0.3695 2258
Tonkinese 0.7735 0.8229 0.7974 2258
Torbie 0.4515 0.5726 0.5049 2258
Tortoiseshell 0.6022 0.7852 0.6817 2258
Turkish Angora 0.6055 0.6492 0.6266 2258
Turkish Van 0.5484 0.7476 0.6327 2258
Tuxedo 0.5469 0.8189 0.6558 2258
accuracy 0.6383 108384
macro avg 0.6153 0.6383 0.6127 108384
weighted avg 0.6153 0.6383 0.6127 108384