--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 76% 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/MFE-Vw8FtEJlc3kgL7glk.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9748 0.9579 0.9663 2258 American Bobtail 0.3656 0.4615 0.4080 2258 American Curl 0.9321 0.9300 0.9311 2258 American Shorthair 0.2208 0.0461 0.0762 2258 Applehead Siamese 0.9770 0.9951 0.9860 2258 Balinese 0.9068 0.9610 0.9331 2258 Bengal 0.7590 0.7812 0.7700 2258 Birman 0.8821 0.9274 0.9041 2258 Bombay 0.6324 0.8618 0.7295 2258 British Shorthair 0.7907 0.8516 0.8200 2258 Burmese 0.9132 0.9508 0.9317 2258 Calico 0.6004 0.6315 0.6156 2258 Cornish Rex 0.9969 0.9920 0.9945 2258 Devon Rex 0.9830 1.0000 0.9914 2258 Dilute Calico 0.5982 0.5585 0.5776 2258 Dilute Tortoiseshell 0.5785 0.6887 0.6288 2258 Domestic Long Hair 0.3998 0.3401 0.3676 2258 Domestic Medium Hair 0.2692 0.1151 0.1613 2258 Domestic Short Hair 0.9424 0.9779 0.9598 2258 Egyptian Mau 0.8788 0.9119 0.8950 2258 Exotic Shorthair 0.8577 0.8118 0.8341 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3623 0.1829 0.2431 2258 Havana 0.9823 0.9810 0.9816 2258 Himalayan 0.7988 0.7174 0.7559 2258 Japanese Bobtail 0.9773 0.9934 0.9853 2258 Maine Coon 0.5168 0.6599 0.5797 2258 Manx 0.3863 0.1098 0.1710 2258 Munchkin 0.9344 0.9584 0.9462 2258 Nebelung 0.9652 0.9942 0.9795 2258 Norwegian Forest 0.8101 0.8446 0.8270 2258 Oriental Short Hair 0.8686 0.7963 0.8309 2258 Persian 0.8289 0.7936 0.8109 2258 Ragamuffin 0.9683 0.9863 0.9772 2258 Ragdoll 0.6699 0.6156 0.6416 2258 Russian Blue 0.8248 0.9150 0.8675 2258 Scottish Fold 0.9788 0.8999 0.9377 2258 Siamese 0.7601 0.7480 0.7540 2258 Siberian 0.9503 0.9650 0.9576 2258 Snowshoe 0.8297 0.8202 0.8249 2258 Sphynx 0.9973 0.9898 0.9936 2258 Tabby 0.3599 0.3423 0.3509 2258 Tiger 0.4010 0.6125 0.4847 2258 Tonkinese 0.9664 0.9553 0.9608 2258 Torbie 0.5378 0.6209 0.5764 2258 Tortoiseshell 0.6622 0.8091 0.7283 2258 Turkish Angora 0.7385 0.8282 0.7808 2258 Turkish Van 0.7586 0.9101 0.8275 2258 Tuxedo 0.6276 0.8516 0.7227 2258 accuracy 0.7636 108384 macro avg 0.7484 0.7636 0.7496 108384 weighted avg 0.7484 0.7636 0.7496 108384 ```