--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 57% 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/zUANs6ojHPRDWa9G3v4li.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9136 0.8707 0.8916 2258 American Bobtail 0.2283 0.0221 0.0404 2258 American Curl 0.7159 0.7143 0.7151 2258 American Shorthair 0.1720 0.0071 0.0136 2258 Applehead Siamese 0.7334 0.8676 0.7949 2258 Balinese 0.5986 0.7139 0.6512 2258 Bengal 0.6409 0.6931 0.6660 2258 Birman 0.6066 0.7622 0.6756 2258 Bombay 0.3810 0.8144 0.5191 2258 British Shorthair 0.4809 0.5403 0.5089 2258 Burmese 0.6861 0.5151 0.5884 2258 Calico 0.5152 0.5686 0.5406 2258 Cornish Rex 0.9396 0.9712 0.9551 2258 Devon Rex 0.8990 0.9305 0.9145 2258 Dilute Calico 0.4960 0.5155 0.5055 2258 Dilute Tortoiseshell 0.5145 0.6435 0.5718 2258 Domestic Long Hair 0.2943 0.2183 0.2507 2258 Domestic Medium Hair 0.1990 0.0527 0.0833 2258 Domestic Short Hair 0.4137 0.4650 0.4379 2258 Egyptian Mau 0.5809 0.7715 0.6627 2258 Exotic Shorthair 0.7543 0.6076 0.6730 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2205 0.0124 0.0235 2258 Havana 0.8308 0.9198 0.8731 2258 Himalayan 0.6324 0.5585 0.5931 2258 Japanese Bobtail 0.6014 0.4885 0.5391 2258 Maine Coon 0.3365 0.4517 0.3857 2258 Manx 0.2308 0.0106 0.0203 2258 Munchkin 0.3918 0.2276 0.2880 2258 Nebelung 0.8098 0.9898 0.8908 2258 Norwegian Forest 0.4990 0.5598 0.5277 2258 Oriental Short Hair 0.5755 0.1351 0.2188 2258 Persian 0.7226 0.7338 0.7282 2258 Ragamuffin 0.7124 0.7963 0.7520 2258 Ragdoll 0.4333 0.2919 0.3488 2258 Russian Blue 0.6835 0.8791 0.7691 2258 Scottish Fold 0.7886 0.7285 0.7574 2258 Siamese 0.5211 0.4154 0.4623 2258 Siberian 0.6066 0.5859 0.5961 2258 Snowshoe 0.6573 0.7493 0.7003 2258 Sphynx 0.9843 0.9717 0.9779 2258 Tabby 0.2493 0.2360 0.2425 2258 Tiger 0.2662 0.5341 0.3553 2258 Tonkinese 0.6389 0.6683 0.6532 2258 Torbie 0.4338 0.5589 0.4885 2258 Tortoiseshell 0.5755 0.7870 0.6648 2258 Turkish Angora 0.5698 0.6165 0.5922 2258 Turkish Van 0.4325 0.7365 0.5450 2258 Tuxedo 0.4838 0.8246 0.6098 2258 accuracy 0.5778 108384 macro avg 0.5552 0.5778 0.5472 108384 weighted avg 0.5552 0.5778 0.5472 108384 ```