--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 65% 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/ZczsAU6cAgsqOBE3E8MM2.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9387 0.8884 0.9129 2258 American Bobtail 0.2751 0.0872 0.1325 2258 American Curl 0.8283 0.7843 0.8057 2258 American Shorthair 0.1863 0.0133 0.0248 2258 Applehead Siamese 0.9210 0.9597 0.9399 2258 Balinese 0.7079 0.8384 0.7676 2258 Bengal 0.6863 0.7267 0.7060 2258 Birman 0.6978 0.8016 0.7461 2258 Bombay 0.4681 0.8410 0.6014 2258 British Shorthair 0.5823 0.6019 0.5919 2258 Burmese 0.7840 0.6749 0.7254 2258 Calico 0.5524 0.5974 0.5740 2258 Cornish Rex 0.9693 0.9938 0.9814 2258 Devon Rex 0.9406 0.9894 0.9644 2258 Dilute Calico 0.5449 0.5514 0.5481 2258 Dilute Tortoiseshell 0.5501 0.6763 0.6067 2258 Domestic Long Hair 0.3494 0.2768 0.3089 2258 Domestic Medium Hair 0.2192 0.0740 0.1106 2258 Domestic Short Hair 0.5743 0.7976 0.6678 2258 Egyptian Mau 0.7066 0.8043 0.7523 2258 Exotic Shorthair 0.7952 0.6430 0.7111 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2588 0.0390 0.0677 2258 Havana 0.9222 0.9553 0.9384 2258 Himalayan 0.6655 0.6151 0.6394 2258 Japanese Bobtail 0.7733 0.8822 0.8242 2258 Maine Coon 0.3726 0.5128 0.4316 2258 Manx 0.2973 0.0195 0.0366 2258 Munchkin 0.5517 0.5864 0.5685 2258 Nebelung 0.8910 0.9956 0.9404 2258 Norwegian Forest 0.5938 0.6311 0.6119 2258 Oriental Short Hair 0.5957 0.2976 0.3969 2258 Persian 0.7637 0.7329 0.7480 2258 Ragamuffin 0.8784 0.9181 0.8978 2258 Ragdoll 0.5070 0.3671 0.4259 2258 Russian Blue 0.7310 0.8871 0.8015 2258 Scottish Fold 0.8706 0.7985 0.8330 2258 Siamese 0.6086 0.5151 0.5579 2258 Siberian 0.7577 0.8282 0.7914 2258 Snowshoe 0.7149 0.7498 0.7319 2258 Sphynx 0.9933 0.9796 0.9864 2258 Tabby 0.2625 0.2573 0.2599 2258 Tiger 0.2907 0.5381 0.3774 2258 Tonkinese 0.7818 0.8583 0.8182 2258 Torbie 0.4781 0.5788 0.5236 2258 Tortoiseshell 0.6069 0.8020 0.6910 2258 Turkish Angora 0.6085 0.6882 0.6459 2258 Turkish Van 0.5477 0.7498 0.6330 2258 Tuxedo 0.5388 0.8060 0.6458 2258 accuracy 0.6502 108384 macro avg 0.6279 0.6502 0.6251 108384 weighted avg 0.6279 0.6502 0.6251 108384 ```