--- 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/6449300e3adf50d864095b90/3OBBlva1zSvNvEnoVN92d.png) ``` Classification report: precision recall f1-score support Abyssinian 0.6980 0.8189 0.7536 2258 American Bobtail 0.2000 0.0009 0.0018 2258 American Curl 0.6313 0.3140 0.4194 2258 American Shorthair 0.0769 0.0018 0.0035 2258 Applehead Siamese 0.3788 0.6160 0.4691 2258 Balinese 0.4247 0.3047 0.3548 2258 Bengal 0.5542 0.6501 0.5983 2258 Birman 0.3823 0.7343 0.5028 2258 Bombay 0.3073 0.7746 0.4400 2258 British Shorthair 0.5389 0.3069 0.3911 2258 Burmese 0.7995 0.1324 0.2272 2258 Calico 0.4133 0.5128 0.4577 2258 Cornish Rex 0.5851 0.8711 0.7000 2258 Devon Rex 0.7229 0.2011 0.3146 2258 Dilute Calico 0.5005 0.4123 0.4522 2258 Dilute Tortoiseshell 0.4811 0.6019 0.5347 2258 Domestic Long Hair 0.2881 0.0686 0.1109 2258 Domestic Medium Hair 0.1888 0.0120 0.0225 2258 Domestic Short Hair 0.2657 0.0337 0.0597 2258 Egyptian Mau 0.4468 0.6842 0.5406 2258 Exotic Shorthair 0.6852 0.2458 0.3618 2258 Extra-Toes Cat - Hemingway Polydactyl 0.4375 0.0031 0.0062 2258 Havana 0.5668 0.8206 0.6705 2258 Himalayan 0.4950 0.4136 0.4507 2258 Japanese Bobtail 0.4518 0.0394 0.0725 2258 Maine Coon 0.2439 0.4442 0.3149 2258 Manx 0.1186 0.0031 0.0060 2258 Munchkin 0.0000 0.0000 0.0000 2258 Nebelung 0.6052 0.8800 0.7172 2258 Norwegian Forest 0.3440 0.4243 0.3799 2258 Oriental Short Hair 0.1667 0.0004 0.0009 2258 Persian 0.5309 0.7418 0.6189 2258 Ragamuffin 0.4620 0.1399 0.2148 2258 Ragdoll 0.3352 0.2174 0.2638 2258 Russian Blue 0.5222 0.8959 0.6598 2258 Scottish Fold 0.4891 0.6368 0.5533 2258 Siamese 0.3747 0.1470 0.2112 2258 Siberian 0.4233 0.2090 0.2799 2258 Snowshoe 0.5301 0.6829 0.5969 2258 Sphynx 0.8680 0.9610 0.9121 2258 Tabby 0.1832 0.2205 0.2002 2258 Tiger 0.1973 0.5651 0.2925 2258 Tonkinese 0.3871 0.5368 0.4498 2258 Torbie 0.3894 0.4508 0.4179 2258 Tortoiseshell 0.5057 0.8060 0.6215 2258 Turkish Angora 0.4409 0.5598 0.4933 2258 Turkish Van 0.2744 0.7126 0.3963 2258 Tuxedo 0.3463 0.8822 0.4974 2258 accuracy 0.4311 108384 macro avg 0.4221 0.4311 0.3753 108384 weighted avg 0.4221 0.4311 0.3753 108384 ```