--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 56% 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/AIMm5uGv42XM7C8gD1RhL.png) ``` Classification report: precision recall f1-score support Abyssinian 0.8801 0.8645 0.8722 2258 American Bobtail 0.2128 0.0133 0.0250 2258 American Curl 0.7026 0.6926 0.6976 2258 American Shorthair 0.1429 0.0035 0.0069 2258 Applehead Siamese 0.6545 0.8499 0.7395 2258 Balinese 0.5760 0.6833 0.6251 2258 Bengal 0.6397 0.6895 0.6637 2258 Birman 0.5926 0.7542 0.6637 2258 Bombay 0.3592 0.8206 0.4997 2258 British Shorthair 0.4799 0.5226 0.5003 2258 Burmese 0.6849 0.4814 0.5654 2258 Calico 0.4793 0.5647 0.5185 2258 Cornish Rex 0.9154 0.9681 0.9410 2258 Devon Rex 0.8666 0.9004 0.8831 2258 Dilute Calico 0.5093 0.5093 0.5093 2258 Dilute Tortoiseshell 0.5234 0.6528 0.5810 2258 Domestic Long Hair 0.3073 0.2037 0.2450 2258 Domestic Medium Hair 0.1608 0.0407 0.0650 2258 Domestic Short Hair 0.3729 0.3702 0.3716 2258 Egyptian Mau 0.5817 0.7569 0.6578 2258 Exotic Shorthair 0.7603 0.5815 0.6590 2258 Extra-Toes Cat - Hemingway Polydactyl 0.1646 0.0058 0.0111 2258 Havana 0.8038 0.9070 0.8523 2258 Himalayan 0.6036 0.5368 0.5682 2258 Japanese Bobtail 0.5208 0.3663 0.4301 2258 Maine Coon 0.3204 0.4570 0.3767 2258 Manx 0.2562 0.0137 0.0261 2258 Munchkin 0.3862 0.1811 0.2466 2258 Nebelung 0.8079 0.9761 0.8841 2258 Norwegian Forest 0.5054 0.5412 0.5227 2258 Oriental Short Hair 0.5240 0.0775 0.1350 2258 Persian 0.6828 0.7329 0.7070 2258 Ragamuffin 0.6560 0.7002 0.6774 2258 Ragdoll 0.4254 0.2865 0.3424 2258 Russian Blue 0.6680 0.8804 0.7596 2258 Scottish Fold 0.7794 0.7276 0.7526 2258 Siamese 0.5331 0.3601 0.4298 2258 Siberian 0.5416 0.4956 0.5176 2258 Snowshoe 0.6354 0.7595 0.6920 2258 Sphynx 0.9846 0.9601 0.9722 2258 Tabby 0.2326 0.2498 0.2409 2258 Tiger 0.2597 0.5288 0.3483 2258 Tonkinese 0.6156 0.6355 0.6254 2258 Torbie 0.4152 0.5288 0.4651 2258 Tortoiseshell 0.5623 0.7936 0.6582 2258 Turkish Angora 0.5452 0.5952 0.5691 2258 Turkish Van 0.3999 0.7338 0.5177 2258 Tuxedo 0.4603 0.8388 0.5944 2258 accuracy 0.5582 108384 macro avg 0.5352 0.5582 0.5253 108384 weighted avg 0.5352 0.5582 0.5253 108384 ```