--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 54% 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/swOJG_vXQp40sFD-4_CLv.png) ``` Classification report: precision recall f1-score support Abyssinian 0.8844 0.8711 0.8777 2258 American Bobtail 0.2037 0.0097 0.0186 2258 American Curl 0.7054 0.6639 0.6840 2258 American Shorthair 0.1579 0.0053 0.0103 2258 Applehead Siamese 0.6322 0.7994 0.7060 2258 Balinese 0.5455 0.6426 0.5901 2258 Bengal 0.6264 0.6794 0.6518 2258 Birman 0.5681 0.7467 0.6452 2258 Bombay 0.3487 0.8184 0.4891 2258 British Shorthair 0.4735 0.5190 0.4952 2258 Burmese 0.7097 0.4721 0.5670 2258 Calico 0.4973 0.5802 0.5356 2258 Cornish Rex 0.9075 0.9646 0.9352 2258 Devon Rex 0.8468 0.8543 0.8505 2258 Dilute Calico 0.5180 0.5217 0.5199 2258 Dilute Tortoiseshell 0.5134 0.6470 0.5725 2258 Domestic Long Hair 0.2886 0.2126 0.2448 2258 Domestic Medium Hair 0.1713 0.0381 0.0623 2258 Domestic Short Hair 0.3643 0.2954 0.3262 2258 Egyptian Mau 0.5406 0.7613 0.6322 2258 Exotic Shorthair 0.7838 0.5810 0.6673 2258 Extra-Toes Cat - Hemingway Polydactyl 0.1167 0.0031 0.0060 2258 Havana 0.7949 0.9079 0.8476 2258 Himalayan 0.5899 0.5159 0.5504 2258 Japanese Bobtail 0.4803 0.3136 0.3794 2258 Maine Coon 0.3018 0.4283 0.3541 2258 Manx 0.1803 0.0097 0.0185 2258 Munchkin 0.3825 0.1506 0.2161 2258 Nebelung 0.7942 0.9606 0.8695 2258 Norwegian Forest 0.4759 0.5199 0.4969 2258 Oriental Short Hair 0.5131 0.0607 0.1085 2258 Persian 0.6857 0.7276 0.7061 2258 Ragamuffin 0.6177 0.6568 0.6366 2258 Ragdoll 0.4368 0.2817 0.3425 2258 Russian Blue 0.6549 0.8893 0.7543 2258 Scottish Fold 0.7676 0.7197 0.7429 2258 Siamese 0.4839 0.3330 0.3945 2258 Siberian 0.5330 0.4650 0.4967 2258 Snowshoe 0.6184 0.7622 0.6828 2258 Sphynx 0.9817 0.9721 0.9769 2258 Tabby 0.2261 0.2542 0.2393 2258 Tiger 0.2598 0.5292 0.3485 2258 Tonkinese 0.5807 0.6116 0.5958 2258 Torbie 0.4362 0.5554 0.4886 2258 Tortoiseshell 0.5665 0.7901 0.6599 2258 Turkish Angora 0.5334 0.6005 0.5650 2258 Turkish Van 0.3857 0.7312 0.5050 2258 Tuxedo 0.4471 0.8419 0.5840 2258 accuracy 0.5474 108384 macro avg 0.5236 0.5474 0.5135 108384 weighted avg 0.5236 0.5474 0.5135 108384 ```