--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 72% 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/6449300e3adf50d864095b90/1bsfIrpKkADECUOjdcLPy.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9673 0.9305 0.9485 2258 American Bobtail 0.3117 0.2932 0.3021 2258 American Curl 0.8846 0.8928 0.8887 2258 American Shorthair 0.1994 0.0297 0.0517 2258 Applehead Siamese 0.9700 0.9876 0.9787 2258 Balinese 0.8731 0.9234 0.8975 2258 Bengal 0.7244 0.7498 0.7369 2258 Birman 0.8180 0.8760 0.8460 2258 Bombay 0.5495 0.8508 0.6677 2258 British Shorthair 0.6991 0.7520 0.7246 2258 Burmese 0.8542 0.8822 0.8680 2258 Calico 0.5786 0.6116 0.5946 2258 Cornish Rex 0.9955 0.9898 0.9927 2258 Devon Rex 0.9727 0.9938 0.9831 2258 Dilute Calico 0.5781 0.5540 0.5658 2258 Dilute Tortoiseshell 0.5750 0.6754 0.6212 2258 Domestic Long Hair 0.3805 0.3060 0.3392 2258 Domestic Medium Hair 0.2508 0.0983 0.1413 2258 Domestic Short Hair 0.8699 0.9801 0.9217 2258 Egyptian Mau 0.8252 0.8844 0.8538 2258 Exotic Shorthair 0.8446 0.7462 0.7924 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3566 0.1311 0.1917 2258 Havana 0.9643 0.9694 0.9669 2258 Himalayan 0.7352 0.6825 0.7079 2258 Japanese Bobtail 0.9358 0.9690 0.9521 2258 Maine Coon 0.4502 0.5943 0.5123 2258 Manx 0.2775 0.0447 0.0770 2258 Munchkin 0.8215 0.8928 0.8557 2258 Nebelung 0.9518 0.9965 0.9736 2258 Norwegian Forest 0.7287 0.7790 0.7530 2258 Oriental Short Hair 0.7218 0.5988 0.6546 2258 Persian 0.7971 0.7706 0.7836 2258 Ragamuffin 0.9417 0.9730 0.9571 2258 Ragdoll 0.5960 0.5279 0.5599 2258 Russian Blue 0.7750 0.9043 0.8347 2258 Scottish Fold 0.9533 0.8676 0.9084 2258 Siamese 0.7187 0.6687 0.6928 2258 Siberian 0.9017 0.9464 0.9235 2258 Snowshoe 0.7734 0.7874 0.7803 2258 Sphynx 0.9969 0.9863 0.9915 2258 Tabby 0.3181 0.3060 0.3120 2258 Tiger 0.3638 0.5709 0.4444 2258 Tonkinese 0.9255 0.9291 0.9273 2258 Torbie 0.5063 0.6231 0.5587 2258 Tortoiseshell 0.6405 0.7803 0.7035 2258 Turkish Angora 0.6801 0.7524 0.7145 2258 Turkish Van 0.6508 0.8534 0.7385 2258 Tuxedo 0.5899 0.8344 0.6911 2258 accuracy 0.7239 108384 macro avg 0.7040 0.7239 0.7059 108384 weighted avg 0.7040 0.7239 0.7059 108384 ```