--- 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. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/N5gJReoHBblPr6Kmm2cQX.png) ``` 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 ```