metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 68% 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 0.9462 0.8875 0.9159 2258
American Bobtail 0.2453 0.1430 0.1807 2258
American Curl 0.8450 0.8308 0.8379 2258
American Shorthair 0.2190 0.0235 0.0424 2258
Applehead Siamese 0.9538 0.9792 0.9663 2258
Balinese 0.7808 0.8849 0.8296 2258
Bengal 0.7034 0.7374 0.7200 2258
Birman 0.7492 0.8415 0.7927 2258
Bombay 0.4971 0.8392 0.6244 2258
British Shorthair 0.6619 0.6771 0.6694 2258
Burmese 0.8079 0.7936 0.8007 2258
Calico 0.5634 0.5926 0.5776 2258
Cornish Rex 0.9786 0.9907 0.9846 2258
Devon Rex 0.9520 0.9916 0.9714 2258
Dilute Calico 0.5555 0.5279 0.5413 2258
Dilute Tortoiseshell 0.5545 0.6687 0.6063 2258
Domestic Long Hair 0.3431 0.2799 0.3083 2258
Domestic Medium Hair 0.2346 0.0859 0.1258 2258
Domestic Short Hair 0.7346 0.9513 0.8290 2258
Egyptian Mau 0.7751 0.8392 0.8059 2258
Exotic Shorthair 0.8163 0.6554 0.7271 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2649 0.0651 0.1045 2258
Havana 0.9546 0.9407 0.9476 2258
Himalayan 0.6971 0.6289 0.6612 2258
Japanese Bobtail 0.8496 0.9384 0.8918 2258
Maine Coon 0.4009 0.5616 0.4678 2258
Manx 0.2723 0.0244 0.0447 2258
Munchkin 0.6648 0.7772 0.7166 2258
Nebelung 0.9204 0.9880 0.9530 2258
Norwegian Forest 0.6695 0.7050 0.6868 2258
Oriental Short Hair 0.6515 0.4562 0.5366 2258
Persian 0.7767 0.7533 0.7648 2258
Ragamuffin 0.9203 0.9659 0.9425 2258
Ragdoll 0.5501 0.4495 0.4948 2258
Russian Blue 0.7546 0.8986 0.8203 2258
Scottish Fold 0.8746 0.8251 0.8491 2258
Siamese 0.6382 0.5717 0.6031 2258
Siberian 0.8422 0.9004 0.8703 2258
Snowshoe 0.7517 0.7803 0.7658 2258
Sphynx 0.9938 0.9858 0.9898 2258
Tabby 0.2906 0.2994 0.2949 2258
Tiger 0.3229 0.5372 0.4034 2258
Tonkinese 0.8813 0.9079 0.8944 2258
Torbie 0.4962 0.5850 0.5370 2258
Tortoiseshell 0.6212 0.8069 0.7020 2258
Turkish Angora 0.6338 0.6935 0.6623 2258
Turkish Van 0.6016 0.7852 0.6813 2258
Tuxedo 0.5632 0.8153 0.6662 2258
accuracy 0.6847 108384
macro avg 0.6620 0.6847 0.6627 108384
weighted avg 0.6620 0.6847 0.6627 108384