metadata
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.
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