--- 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. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/YV-pUB_XtcnNPGdVN77m1.png) ``` 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 ```