--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 43% 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/ZPA0AIKZzJfeEMOGoYdKM.png) ``` Classification report: precision recall f1-score support Abyssinian 0.6792 0.8109 0.7392 2258 American Bobtail 0.0667 0.0004 0.0009 2258 American Curl 0.6923 0.3149 0.4329 2258 American Shorthair 0.1228 0.0031 0.0060 2258 Applehead Siamese 0.3816 0.6129 0.4703 2258 Balinese 0.4180 0.2989 0.3486 2258 Bengal 0.5559 0.6435 0.5965 2258 Birman 0.3760 0.7183 0.4936 2258 Bombay 0.3074 0.7772 0.4406 2258 British Shorthair 0.5575 0.3180 0.4050 2258 Burmese 0.8516 0.1373 0.2365 2258 Calico 0.4052 0.5146 0.4534 2258 Cornish Rex 0.5863 0.8818 0.7043 2258 Devon Rex 0.7557 0.2055 0.3231 2258 Dilute Calico 0.4976 0.4052 0.4467 2258 Dilute Tortoiseshell 0.4936 0.6010 0.5420 2258 Domestic Long Hair 0.2768 0.0766 0.1200 2258 Domestic Medium Hair 0.1167 0.0062 0.0118 2258 Domestic Short Hair 0.2700 0.0314 0.0563 2258 Egyptian Mau 0.4456 0.6705 0.5354 2258 Exotic Shorthair 0.6730 0.2507 0.3653 2258 Extra-Toes Cat - Hemingway Polydactyl 0.4737 0.0040 0.0079 2258 Havana 0.5674 0.8144 0.6688 2258 Himalayan 0.5133 0.4278 0.4667 2258 Japanese Bobtail 0.5085 0.0399 0.0739 2258 Maine Coon 0.2468 0.4473 0.3181 2258 Manx 0.1091 0.0027 0.0052 2258 Munchkin 0.0000 0.0000 0.0000 2258 Nebelung 0.5928 0.8716 0.7056 2258 Norwegian Forest 0.3396 0.4216 0.3762 2258 Oriental Short Hair 0.1429 0.0004 0.0009 2258 Persian 0.5288 0.7409 0.6171 2258 Ragamuffin 0.5075 0.1492 0.2307 2258 Ragdoll 0.3378 0.2024 0.2531 2258 Russian Blue 0.5144 0.8884 0.6515 2258 Scottish Fold 0.4900 0.6209 0.5478 2258 Siamese 0.3811 0.1461 0.2113 2258 Siberian 0.3880 0.2117 0.2739 2258 Snowshoe 0.5201 0.6771 0.5883 2258 Sphynx 0.8778 0.9606 0.9173 2258 Tabby 0.1655 0.1918 0.1777 2258 Tiger 0.1977 0.5700 0.2936 2258 Tonkinese 0.3921 0.5536 0.4591 2258 Torbie 0.3874 0.4482 0.4156 2258 Tortoiseshell 0.4990 0.8069 0.6167 2258 Turkish Angora 0.4486 0.5452 0.4922 2258 Turkish Van 0.2726 0.7281 0.3967 2258 Tuxedo 0.3380 0.8826 0.4888 2258 accuracy 0.4298 108384 macro avg 0.4223 0.4298 0.3746 108384 weighted avg 0.4223 0.4298 0.3746 108384 ```