--- 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/jVSIdcNP4gdgr0KYH6WWj.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9825 0.9686 0.9755 2258 American Bobtail 0.3682 0.4756 0.4151 2258 American Curl 0.9351 0.9128 0.9238 2258 American Shorthair 0.2152 0.0425 0.0710 2258 Applehead Siamese 0.9752 0.9938 0.9844 2258 Balinese 0.9066 0.9504 0.9280 2258 Bengal 0.7630 0.7843 0.7735 2258 Birman 0.8670 0.9358 0.9001 2258 Bombay 0.6385 0.8707 0.7367 2258 British Shorthair 0.7687 0.8578 0.8108 2258 Burmese 0.9083 0.9477 0.9276 2258 Calico 0.6022 0.6329 0.6171 2258 Cornish Rex 0.9942 0.9903 0.9922 2258 Devon Rex 0.9800 1.0000 0.9899 2258 Dilute Calico 0.5924 0.5638 0.5777 2258 Dilute Tortoiseshell 0.5785 0.6807 0.6254 2258 Domestic Long Hair 0.3902 0.3361 0.3612 2258 Domestic Medium Hair 0.2924 0.1182 0.1684 2258 Domestic Short Hair 0.9382 0.9743 0.9559 2258 Egyptian Mau 0.8839 0.9136 0.8985 2258 Exotic Shorthair 0.8656 0.8012 0.8321 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3749 0.1732 0.2369 2258 Havana 0.9835 0.9774 0.9805 2258 Himalayan 0.7831 0.7037 0.7413 2258 Japanese Bobtail 0.9788 0.9823 0.9805 2258 Maine Coon 0.4964 0.6355 0.5574 2258 Manx 0.3339 0.0939 0.1466 2258 Munchkin 0.9277 0.9495 0.9385 2258 Nebelung 0.9693 0.9925 0.9807 2258 Norwegian Forest 0.8262 0.8463 0.8361 2258 Oriental Short Hair 0.8392 0.7626 0.7991 2258 Persian 0.8177 0.7865 0.8018 2258 Ragamuffin 0.9618 0.9818 0.9717 2258 Ragdoll 0.6668 0.6169 0.6409 2258 Russian Blue 0.8113 0.9066 0.8563 2258 Scottish Fold 0.9736 0.8990 0.9348 2258 Siamese 0.7565 0.7197 0.7376 2258 Siberian 0.9481 0.9619 0.9549 2258 Snowshoe 0.8209 0.8242 0.8225 2258 Sphynx 0.9951 0.9894 0.9922 2258 Tabby 0.3461 0.3472 0.3467 2258 Tiger 0.4004 0.6001 0.4803 2258 Tonkinese 0.9595 0.9451 0.9523 2258 Torbie 0.5366 0.6435 0.5852 2258 Tortoiseshell 0.6612 0.7994 0.7237 2258 Turkish Angora 0.7278 0.8291 0.7752 2258 Turkish Van 0.7509 0.9119 0.8236 2258 Tuxedo 0.6356 0.8459 0.7258 2258 accuracy 0.7599 108384 macro avg 0.7444 0.7599 0.7456 108384 weighted avg 0.7444 0.7599 0.7456 108384 ```