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--- |
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license: apache-2.0 |
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metrics: |
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- accuracy |
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- f1 |
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--- |
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Detects cat breed (from the list of 48 common breeds) with about 60% accuracy based on image. |
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See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details. |
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``` |
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Classification report: |
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precision recall f1-score support |
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Abyssinian 0.9149 0.8764 0.8953 2258 |
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American Bobtail 0.2478 0.0376 0.0654 2258 |
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American Curl 0.7564 0.7343 0.7452 2258 |
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American Shorthair 0.1809 0.0075 0.0145 2258 |
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Applehead Siamese 0.8128 0.9136 0.8603 2258 |
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Balinese 0.6222 0.7609 0.6846 2258 |
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Bengal 0.6648 0.6860 0.6752 2258 |
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Birman 0.6370 0.7609 0.6934 2258 |
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Bombay 0.4154 0.8144 0.5502 2258 |
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British Shorthair 0.5378 0.5638 0.5505 2258 |
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Burmese 0.7102 0.5775 0.6370 2258 |
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Calico 0.5236 0.5757 0.5484 2258 |
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Cornish Rex 0.9490 0.9801 0.9643 2258 |
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Devon Rex 0.9128 0.9694 0.9403 2258 |
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Dilute Calico 0.5113 0.5128 0.5120 2258 |
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Dilute Tortoiseshell 0.5205 0.6342 0.5718 2258 |
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Domestic Long Hair 0.3203 0.2365 0.2721 2258 |
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Domestic Medium Hair 0.1882 0.0633 0.0948 2258 |
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Domestic Short Hair 0.4672 0.5744 0.5153 2258 |
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Egyptian Mau 0.6108 0.7750 0.6832 2258 |
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Exotic Shorthair 0.7661 0.6209 0.6859 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.2769 0.0239 0.0440 2258 |
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Havana 0.8732 0.9212 0.8966 2258 |
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Himalayan 0.6464 0.5992 0.6219 2258 |
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Japanese Bobtail 0.6872 0.6120 0.6475 2258 |
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Maine Coon 0.3660 0.4978 0.4218 2258 |
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Manx 0.2353 0.0124 0.0236 2258 |
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Munchkin 0.4589 0.3459 0.3944 2258 |
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Nebelung 0.8493 0.9880 0.9134 2258 |
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Norwegian Forest 0.5496 0.5965 0.5721 2258 |
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Oriental Short Hair 0.6015 0.2086 0.3098 2258 |
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Persian 0.7355 0.7316 0.7336 2258 |
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Ragamuffin 0.7505 0.8432 0.7942 2258 |
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Ragdoll 0.4728 0.3392 0.3950 2258 |
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Russian Blue 0.6985 0.8782 0.7781 2258 |
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Scottish Fold 0.8071 0.7524 0.7788 2258 |
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Siamese 0.5510 0.4597 0.5012 2258 |
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Siberian 0.6699 0.6940 0.6817 2258 |
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Snowshoe 0.6898 0.7347 0.7116 2258 |
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Sphynx 0.9827 0.9832 0.9830 2258 |
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Tabby 0.2534 0.2409 0.2470 2258 |
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Tiger 0.2713 0.5182 0.3561 2258 |
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Tonkinese 0.6885 0.7675 0.7259 2258 |
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Torbie 0.4301 0.5638 0.4879 2258 |
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Tortoiseshell 0.5822 0.8047 0.6756 2258 |
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Turkish Angora 0.5743 0.6488 0.6093 2258 |
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Turkish Van 0.4667 0.7356 0.5711 2258 |
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Tuxedo 0.5129 0.8344 0.6353 2258 |
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accuracy 0.6044 108384 |
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macro avg 0.5823 0.6044 0.5765 108384 |
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weighted avg 0.5823 0.6044 0.5765 108384 |
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``` |
