--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 57% 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/XKIAzDb7ELy3qGj4ah_Me.png) ``` Classification report: precision recall f1-score support Abyssinian 0.9006 0.8747 0.8874 2258 American Bobtail 0.2692 0.0279 0.0506 2258 American Curl 0.7350 0.7099 0.7222 2258 American Shorthair 0.1324 0.0040 0.0077 2258 Applehead Siamese 0.7165 0.8875 0.7929 2258 Balinese 0.5761 0.6940 0.6296 2258 Bengal 0.6503 0.6869 0.6681 2258 Birman 0.6187 0.7409 0.6743 2258 Bombay 0.3845 0.8198 0.5235 2258 British Shorthair 0.4841 0.5461 0.5132 2258 Burmese 0.6970 0.5164 0.5932 2258 Calico 0.5151 0.5735 0.5427 2258 Cornish Rex 0.9182 0.9743 0.9454 2258 Devon Rex 0.9033 0.9185 0.9108 2258 Dilute Calico 0.5049 0.5199 0.5123 2258 Dilute Tortoiseshell 0.5257 0.6484 0.5806 2258 Domestic Long Hair 0.3075 0.2179 0.2551 2258 Domestic Medium Hair 0.1858 0.0523 0.0816 2258 Domestic Short Hair 0.4040 0.4371 0.4199 2258 Egyptian Mau 0.5908 0.7640 0.6663 2258 Exotic Shorthair 0.7472 0.5970 0.6637 2258 Extra-Toes Cat - Hemingway Polydactyl 0.2688 0.0111 0.0213 2258 Havana 0.8377 0.9212 0.8775 2258 Himalayan 0.6279 0.5620 0.5931 2258 Japanese Bobtail 0.5857 0.4827 0.5293 2258 Maine Coon 0.3408 0.4903 0.4021 2258 Manx 0.2151 0.0089 0.0170 2258 Munchkin 0.3909 0.2046 0.2686 2258 Nebelung 0.8263 0.9841 0.8983 2258 Norwegian Forest 0.5141 0.5500 0.5315 2258 Oriental Short Hair 0.5140 0.1218 0.1969 2258 Persian 0.7143 0.7254 0.7198 2258 Ragamuffin 0.7079 0.7697 0.7375 2258 Ragdoll 0.4230 0.2994 0.3506 2258 Russian Blue 0.6822 0.8729 0.7659 2258 Scottish Fold 0.7819 0.7400 0.7604 2258 Siamese 0.5003 0.3831 0.4339 2258 Siberian 0.6286 0.5629 0.5939 2258 Snowshoe 0.6556 0.7547 0.7017 2258 Sphynx 0.9861 0.9708 0.9784 2258 Tabby 0.2279 0.2294 0.2286 2258 Tiger 0.2587 0.5403 0.3499 2258 Tonkinese 0.6426 0.6687 0.6554 2258 Torbie 0.4277 0.5647 0.4867 2258 Tortoiseshell 0.5777 0.8034 0.6721 2258 Turkish Angora 0.5585 0.6174 0.5865 2258 Turkish Van 0.4265 0.7374 0.5404 2258 Tuxedo 0.4707 0.8180 0.5975 2258 accuracy 0.5751 108384 macro avg 0.5533 0.5751 0.5445 108384 weighted avg 0.5533 0.5751 0.5445 108384 ```