--- 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. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/NMofezAtzEJw4CPPfiNNE.png) ``` 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 ```