--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 74% 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/u1gTubh3EgciGK1pFGMXP.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9769 0.9345 0.9552 2258 American Bobtail 0.3404 0.3999 0.3677 2258 American Curl 0.9176 0.9030 0.9103 2258 American Shorthair 0.1793 0.0314 0.0535 2258 Applehead Siamese 0.9786 0.9929 0.9857 2258 Balinese 0.8937 0.9495 0.9208 2258 Bengal 0.7526 0.7679 0.7602 2258 Birman 0.8458 0.9185 0.8807 2258 Bombay 0.5777 0.8627 0.6920 2258 British Shorthair 0.7562 0.7981 0.7766 2258 Burmese 0.9046 0.9074 0.9060 2258 Calico 0.5893 0.6107 0.5998 2258 Cornish Rex 0.9964 0.9942 0.9953 2258 Devon Rex 0.9783 1.0000 0.9890 2258 Dilute Calico 0.5849 0.5505 0.5672 2258 Dilute Tortoiseshell 0.5724 0.6900 0.6257 2258 Domestic Long Hair 0.3815 0.3215 0.3490 2258 Domestic Medium Hair 0.2635 0.1019 0.1469 2258 Domestic Short Hair 0.8986 0.9854 0.9400 2258 Egyptian Mau 0.8526 0.9070 0.8790 2258 Exotic Shorthair 0.8596 0.7834 0.8197 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3475 0.1413 0.2009 2258 Havana 0.9750 0.9655 0.9702 2258 Himalayan 0.7741 0.6980 0.7340 2258 Japanese Bobtail 0.9643 0.9694 0.9669 2258 Maine Coon 0.4922 0.6417 0.5571 2258 Manx 0.3650 0.0748 0.1242 2258 Munchkin 0.8960 0.9575 0.9257 2258 Nebelung 0.9590 0.9934 0.9759 2258 Norwegian Forest 0.7635 0.8091 0.7856 2258 Oriental Short Hair 0.8061 0.7126 0.7565 2258 Persian 0.8102 0.7808 0.7952 2258 Ragamuffin 0.9582 0.9858 0.9718 2258 Ragdoll 0.6478 0.5881 0.6165 2258 Russian Blue 0.7949 0.9030 0.8455 2258 Scottish Fold 0.9682 0.8911 0.9280 2258 Siamese 0.7348 0.7117 0.7231 2258 Siberian 0.9364 0.9584 0.9473 2258 Snowshoe 0.8156 0.7914 0.8033 2258 Sphynx 0.9973 0.9911 0.9942 2258 Tabby 0.3387 0.3246 0.3315 2258 Tiger 0.3797 0.5837 0.4601 2258 Tonkinese 0.9511 0.9477 0.9494 2258 Torbie 0.5212 0.6311 0.5709 2258 Tortoiseshell 0.6528 0.8003 0.7191 2258 Turkish Angora 0.7129 0.7919 0.7503 2258 Turkish Van 0.7139 0.8919 0.7931 2258 Tuxedo 0.6045 0.8508 0.7068 2258 accuracy 0.7458 108384 macro avg 0.7288 0.7458 0.7297 108384 weighted avg 0.7288 0.7458 0.7297 108384 ```