metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 64% 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 0.9327 0.8906 0.9112 2258
American Bobtail 0.2247 0.0660 0.1020 2258
American Curl 0.7960 0.7759 0.7858 2258
American Shorthair 0.1830 0.0124 0.0232 2258
Applehead Siamese 0.9110 0.9606 0.9351 2258
Balinese 0.7051 0.8260 0.7608 2258
Bengal 0.6911 0.7064 0.6986 2258
Birman 0.6780 0.7927 0.7309 2258
Bombay 0.4616 0.8304 0.5934 2258
British Shorthair 0.5692 0.5903 0.5796 2258
Burmese 0.7565 0.6727 0.7121 2258
Calico 0.5396 0.5709 0.5548 2258
Cornish Rex 0.9664 0.9934 0.9797 2258
Devon Rex 0.9263 0.9849 0.9547 2258
Dilute Calico 0.5293 0.5483 0.5386 2258
Dilute Tortoiseshell 0.5257 0.6426 0.5783 2258
Domestic Long Hair 0.3228 0.2409 0.2759 2258
Domestic Medium Hair 0.2216 0.0762 0.1134 2258
Domestic Short Hair 0.5714 0.8029 0.6676 2258
Egyptian Mau 0.6817 0.7985 0.7355 2258
Exotic Shorthair 0.8159 0.6399 0.7173 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2649 0.0394 0.0686 2258
Havana 0.9149 0.9424 0.9284 2258
Himalayan 0.6532 0.5948 0.6226 2258
Japanese Bobtail 0.7469 0.8286 0.7856 2258
Maine Coon 0.3841 0.5208 0.4421 2258
Manx 0.3500 0.0186 0.0353 2258
Munchkin 0.5473 0.5531 0.5502 2258
Nebelung 0.8739 0.9942 0.9302 2258
Norwegian Forest 0.5680 0.6306 0.5977 2258
Oriental Short Hair 0.5787 0.2817 0.3789 2258
Persian 0.7589 0.7400 0.7493 2258
Ragamuffin 0.8528 0.9265 0.8881 2258
Ragdoll 0.4930 0.3574 0.4144 2258
Russian Blue 0.7198 0.8862 0.7944 2258
Scottish Fold 0.8504 0.7830 0.8153 2258
Siamese 0.5953 0.5146 0.5520 2258
Siberian 0.7457 0.8051 0.7743 2258
Snowshoe 0.7100 0.7471 0.7281 2258
Sphynx 0.9955 0.9743 0.9848 2258
Tabby 0.2653 0.2551 0.2601 2258
Tiger 0.2880 0.5354 0.3745 2258
Tonkinese 0.7876 0.8357 0.8109 2258
Torbie 0.4648 0.5762 0.5145 2258
Tortoiseshell 0.5894 0.8016 0.6793 2258
Turkish Angora 0.6048 0.6621 0.6321 2258
Turkish Van 0.5475 0.7484 0.6324 2258
Tuxedo 0.5405 0.8096 0.6482 2258
accuracy 0.6414 108384
macro avg 0.6188 0.6414 0.6154 108384
weighted avg 0.6188 0.6414 0.6154 108384