metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 72% 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 0.9673 0.9305 0.9485 2258
American Bobtail 0.3117 0.2932 0.3021 2258
American Curl 0.8846 0.8928 0.8887 2258
American Shorthair 0.1994 0.0297 0.0517 2258
Applehead Siamese 0.9700 0.9876 0.9787 2258
Balinese 0.8731 0.9234 0.8975 2258
Bengal 0.7244 0.7498 0.7369 2258
Birman 0.8180 0.8760 0.8460 2258
Bombay 0.5495 0.8508 0.6677 2258
British Shorthair 0.6991 0.7520 0.7246 2258
Burmese 0.8542 0.8822 0.8680 2258
Calico 0.5786 0.6116 0.5946 2258
Cornish Rex 0.9955 0.9898 0.9927 2258
Devon Rex 0.9727 0.9938 0.9831 2258
Dilute Calico 0.5781 0.5540 0.5658 2258
Dilute Tortoiseshell 0.5750 0.6754 0.6212 2258
Domestic Long Hair 0.3805 0.3060 0.3392 2258
Domestic Medium Hair 0.2508 0.0983 0.1413 2258
Domestic Short Hair 0.8699 0.9801 0.9217 2258
Egyptian Mau 0.8252 0.8844 0.8538 2258
Exotic Shorthair 0.8446 0.7462 0.7924 2258
Extra-Toes Cat - Hemingway Polydactyl 0.3566 0.1311 0.1917 2258
Havana 0.9643 0.9694 0.9669 2258
Himalayan 0.7352 0.6825 0.7079 2258
Japanese Bobtail 0.9358 0.9690 0.9521 2258
Maine Coon 0.4502 0.5943 0.5123 2258
Manx 0.2775 0.0447 0.0770 2258
Munchkin 0.8215 0.8928 0.8557 2258
Nebelung 0.9518 0.9965 0.9736 2258
Norwegian Forest 0.7287 0.7790 0.7530 2258
Oriental Short Hair 0.7218 0.5988 0.6546 2258
Persian 0.7971 0.7706 0.7836 2258
Ragamuffin 0.9417 0.9730 0.9571 2258
Ragdoll 0.5960 0.5279 0.5599 2258
Russian Blue 0.7750 0.9043 0.8347 2258
Scottish Fold 0.9533 0.8676 0.9084 2258
Siamese 0.7187 0.6687 0.6928 2258
Siberian 0.9017 0.9464 0.9235 2258
Snowshoe 0.7734 0.7874 0.7803 2258
Sphynx 0.9969 0.9863 0.9915 2258
Tabby 0.3181 0.3060 0.3120 2258
Tiger 0.3638 0.5709 0.4444 2258
Tonkinese 0.9255 0.9291 0.9273 2258
Torbie 0.5063 0.6231 0.5587 2258
Tortoiseshell 0.6405 0.7803 0.7035 2258
Turkish Angora 0.6801 0.7524 0.7145 2258
Turkish Van 0.6508 0.8534 0.7385 2258
Tuxedo 0.5899 0.8344 0.6911 2258
accuracy 0.7239 108384
macro avg 0.7040 0.7239 0.7059 108384
weighted avg 0.7040 0.7239 0.7059 108384