--- 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/6449300e3adf50d864095b90/39jRSlZMzQENzKxB7cOFv.png) ``` Classification report: precision recall f1-score support Abyssinian 0.8977 0.8702 0.8837 2258 American Bobtail 0.2755 0.0239 0.0440 2258 American Curl 0.7098 0.7095 0.7096 2258 American Shorthair 0.1571 0.0049 0.0095 2258 Applehead Siamese 0.7092 0.8685 0.7808 2258 Balinese 0.5762 0.7064 0.6347 2258 Bengal 0.6352 0.6887 0.6609 2258 Birman 0.6065 0.7631 0.6758 2258 Bombay 0.3749 0.8074 0.5120 2258 British Shorthair 0.4925 0.5381 0.5143 2258 Burmese 0.7020 0.5226 0.5991 2258 Calico 0.5012 0.5771 0.5364 2258 Cornish Rex 0.9193 0.9783 0.9479 2258 Devon Rex 0.8949 0.9052 0.9000 2258 Dilute Calico 0.5114 0.5248 0.5180 2258 Dilute Tortoiseshell 0.5352 0.6399 0.5829 2258 Domestic Long Hair 0.3023 0.2059 0.2450 2258 Domestic Medium Hair 0.1832 0.0474 0.0753 2258 Domestic Short Hair 0.3968 0.4172 0.4067 2258 Egyptian Mau 0.5752 0.7693 0.6582 2258 Exotic Shorthair 0.7728 0.6129 0.6836 2258 Extra-Toes Cat - Hemingway Polydactyl 0.3140 0.0120 0.0230 2258 Havana 0.8387 0.9119 0.8738 2258 Himalayan 0.6289 0.5585 0.5916 2258 Japanese Bobtail 0.5625 0.4725 0.5136 2258 Maine Coon 0.3404 0.4579 0.3905 2258 Manx 0.3458 0.0164 0.0313 2258 Munchkin 0.3607 0.1789 0.2392 2258 Nebelung 0.8163 0.9801 0.8907 2258 Norwegian Forest 0.5116 0.5673 0.5380 2258 Oriental Short Hair 0.5617 0.1209 0.1990 2258 Persian 0.7012 0.7400 0.7201 2258 Ragamuffin 0.6765 0.7493 0.7111 2258 Ragdoll 0.4349 0.2781 0.3393 2258 Russian Blue 0.6830 0.8787 0.7685 2258 Scottish Fold 0.7892 0.7396 0.7636 2258 Siamese 0.4964 0.3946 0.4397 2258 Siberian 0.6057 0.5469 0.5748 2258 Snowshoe 0.6694 0.7507 0.7077 2258 Sphynx 0.9923 0.9672 0.9796 2258 Tabby 0.2321 0.2321 0.2321 2258 Tiger 0.2584 0.5341 0.3483 2258 Tonkinese 0.6512 0.6829 0.6667 2258 Torbie 0.4240 0.5562 0.4812 2258 Tortoiseshell 0.5691 0.7843 0.6596 2258 Turkish Angora 0.5490 0.6125 0.5790 2258 Turkish Van 0.4218 0.7409 0.5376 2258 Tuxedo 0.4602 0.8255 0.5910 2258 accuracy 0.5723 108384 macro avg 0.5547 0.5723 0.5410 108384 weighted avg 0.5547 0.5723 0.5410 108384 ```