--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 55% 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/-tRYED1HcqD6ZZNFV60lO.png) ``` Classification report: precision recall f1-score support Abyssinian 0.8983 0.8649 0.8813 2258 American Bobtail 0.2308 0.0133 0.0251 2258 American Curl 0.7037 0.6847 0.6941 2258 American Shorthair 0.1644 0.0053 0.0103 2258 Applehead Siamese 0.6333 0.8091 0.7105 2258 Balinese 0.5576 0.6581 0.6037 2258 Bengal 0.6294 0.6723 0.6501 2258 Birman 0.5597 0.7498 0.6409 2258 Bombay 0.3558 0.8242 0.4970 2258 British Shorthair 0.4750 0.5208 0.4968 2258 Burmese 0.7027 0.4752 0.5670 2258 Calico 0.5045 0.5895 0.5437 2258 Cornish Rex 0.9115 0.9624 0.9362 2258 Devon Rex 0.8425 0.8694 0.8557 2258 Dilute Calico 0.5127 0.5089 0.5108 2258 Dilute Tortoiseshell 0.5051 0.6329 0.5618 2258 Domestic Long Hair 0.3007 0.2108 0.2479 2258 Domestic Medium Hair 0.1792 0.0421 0.0681 2258 Domestic Short Hair 0.3914 0.3503 0.3697 2258 Egyptian Mau 0.5537 0.7666 0.6430 2258 Exotic Shorthair 0.7503 0.5762 0.6518 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3380 0.0106 0.0206 2258 Havana 0.8168 0.9021 0.8573 2258 Himalayan 0.6162 0.5248 0.5669 2258 Japanese Bobtail 0.5203 0.3627 0.4275 2258 Maine Coon 0.3236 0.4535 0.3777 2258 Manx 0.2358 0.0128 0.0244 2258 Munchkin 0.4241 0.1670 0.2396 2258 Nebelung 0.7919 0.9774 0.8749 2258 Norwegian Forest 0.5138 0.5195 0.5166 2258 Oriental Short Hair 0.5211 0.0655 0.1164 2258 Persian 0.6851 0.7507 0.7164 2258 Ragamuffin 0.6342 0.6864 0.6593 2258 Ragdoll 0.4300 0.2896 0.3461 2258 Russian Blue 0.6570 0.8671 0.7476 2258 Scottish Fold 0.7739 0.7245 0.7484 2258 Siamese 0.5061 0.3463 0.4113 2258 Siberian 0.5435 0.4978 0.5196 2258 Snowshoe 0.6384 0.7529 0.6909 2258 Sphynx 0.9846 0.9650 0.9747 2258 Tabby 0.2248 0.2400 0.2322 2258 Tiger 0.2536 0.5155 0.3400 2258 Tonkinese 0.5999 0.5983 0.5991 2258 Torbie 0.4202 0.5611 0.4806 2258 Tortoiseshell 0.5687 0.7989 0.6645 2258 Turkish Angora 0.5307 0.5903 0.5589 2258 Turkish Van 0.3833 0.7294 0.5025 2258 Tuxedo 0.4432 0.8459 0.5816 2258 accuracy 0.5530 108384 macro avg 0.5363 0.5530 0.5200 108384 weighted avg 0.5363 0.5530 0.5200 108384 ```