--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 42% 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/U3qakhQQetvqW90g2UWOy.png) ``` Classification report: precision recall f1-score support Abyssinian 0.6361 0.7759 0.6991 241 American Bobtail 0.0000 0.0000 0.0000 248 American Curl 0.6809 0.2550 0.3710 251 American Shorthair 0.0000 0.0000 0.0000 248 Applehead Siamese 0.3728 0.6064 0.4618 249 Balinese 0.4701 0.2614 0.3360 241 Bengal 0.5613 0.6616 0.6073 263 Birman 0.3917 0.7581 0.5165 248 Bombay 0.3054 0.7782 0.4386 248 British Shorthair 0.5455 0.2785 0.3687 237 Burmese 0.8158 0.1297 0.2238 239 Calico 0.4025 0.5394 0.4610 241 Cornish Rex 0.5820 0.8560 0.6929 257 Devon Rex 0.6458 0.1366 0.2255 227 Dilute Calico 0.4589 0.3878 0.4204 245 Dilute Tortoiseshell 0.4237 0.5252 0.4690 238 Domestic Long Hair 0.3600 0.0684 0.1150 263 Domestic Medium Hair 0.0000 0.0000 0.0000 253 Domestic Short Hair 0.4706 0.0325 0.0608 246 Egyptian Mau 0.4410 0.6569 0.5277 239 Exotic Shorthair 0.6333 0.2355 0.3434 242 Extra-Toes Cat - Hemingway Polydactyl 0.5000 0.0041 0.0082 243 Havana 0.5872 0.7710 0.6667 262 Himalayan 0.4856 0.4174 0.4489 242 Japanese Bobtail 0.4167 0.0195 0.0372 257 Maine Coon 0.2584 0.5000 0.3407 246 Manx 0.0000 0.0000 0.0000 262 Munchkin 0.0000 0.0000 0.0000 251 Nebelung 0.5302 0.8906 0.6647 256 Norwegian Forest 0.3478 0.3969 0.3708 262 Oriental Short Hair 0.0000 0.0000 0.0000 226 Persian 0.5506 0.7597 0.6384 258 Ragamuffin 0.5161 0.1255 0.2019 255 Ragdoll 0.3253 0.2143 0.2584 252 Russian Blue 0.5000 0.8474 0.6289 249 Scottish Fold 0.4811 0.6000 0.5340 255 Siamese 0.4444 0.1562 0.2312 256 Siberian 0.4043 0.1538 0.2229 247 Snowshoe 0.4985 0.6760 0.5739 250 Sphynx 0.8799 0.9651 0.9205 258 Tabby 0.1827 0.2159 0.1979 264 Tiger 0.1899 0.5934 0.2877 241 Tonkinese 0.4033 0.5850 0.4774 253 Torbie 0.4000 0.4411 0.4195 263 Tortoiseshell 0.5165 0.8095 0.6306 252 Turkish Angora 0.4239 0.5483 0.4781 259 Turkish Van 0.2866 0.7500 0.4147 256 Tuxedo 0.3407 0.8851 0.4920 261 accuracy 0.4248 12000 macro avg 0.4097 0.4223 0.3642 12000 weighted avg 0.4094 0.4248 0.3658 12000 ```