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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 65% 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 0.9517 0.8818 0.9154 2258 |
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American Bobtail 0.2800 0.1014 0.1489 2258 |
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American Curl 0.8084 0.7865 0.7973 2258 |
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American Shorthair 0.1564 0.0124 0.0230 2258 |
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Applehead Siamese 0.9224 0.9686 0.9449 2258 |
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Balinese 0.7271 0.8366 0.7780 2258 |
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Bengal 0.6922 0.7241 0.7078 2258 |
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Birman 0.7330 0.7927 0.7617 2258 |
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Bombay 0.4852 0.8428 0.6159 2258 |
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British Shorthair 0.5846 0.6351 0.6088 2258 |
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Burmese 0.7730 0.6891 0.7286 2258 |
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Calico 0.5623 0.5837 0.5728 2258 |
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Cornish Rex 0.9618 0.9911 0.9762 2258 |
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Devon Rex 0.9346 0.9872 0.9602 2258 |
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Dilute Calico 0.5448 0.5363 0.5405 2258 |
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Dilute Tortoiseshell 0.5344 0.6568 0.5893 2258 |
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Domestic Long Hair 0.3356 0.2582 0.2919 2258 |
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Domestic Medium Hair 0.2142 0.0722 0.1080 2258 |
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Domestic Short Hair 0.6069 0.8446 0.7063 2258 |
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Egyptian Mau 0.7261 0.8065 0.7642 2258 |
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Exotic Shorthair 0.8000 0.6678 0.7280 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.2692 0.0465 0.0793 2258 |
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Havana 0.9264 0.9588 0.9423 2258 |
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Himalayan 0.6659 0.6222 0.6433 2258 |
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Japanese Bobtail 0.7976 0.9021 0.8466 2258 |
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Maine Coon 0.3810 0.5164 0.4385 2258 |
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Manx 0.2653 0.0173 0.0324 2258 |
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Munchkin 0.5869 0.6191 0.6026 2258 |
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Nebelung 0.8971 0.9880 0.9404 2258 |
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Norwegian Forest 0.5979 0.6572 0.6262 2258 |
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Oriental Short Hair 0.6182 0.3463 0.4439 2258 |
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Persian 0.7616 0.7298 0.7454 2258 |
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Ragamuffin 0.8929 0.9194 0.9060 2258 |
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Ragdoll 0.5139 0.3942 0.4461 2258 |
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Russian Blue 0.7303 0.8933 0.8036 2258 |
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Scottish Fold 0.8616 0.8025 0.8310 2258 |
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Siamese 0.6016 0.5443 0.5715 2258 |
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Siberian 0.7688 0.8587 0.8113 2258 |
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Snowshoe 0.7166 0.7693 0.7420 2258 |
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Sphynx 0.9959 0.9787 0.9873 2258 |
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Tabby 0.2731 0.2733 0.2732 2258 |
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Tiger 0.2989 0.5434 0.3857 2258 |
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Tonkinese 0.8178 0.8570 0.8369 2258 |
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Torbie 0.4840 0.5815 0.5283 2258 |
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Tortoiseshell 0.5948 0.8016 0.6829 2258 |
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Turkish Angora 0.6075 0.6683 0.6364 2258 |
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Turkish Van 0.5588 0.7533 0.6416 2258 |
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Tuxedo 0.5451 0.8034 0.6495 2258 |
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accuracy 0.6567 108384 |
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macro avg 0.6326 0.6567 0.6321 108384 |
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weighted avg 0.6326 0.6567 0.6321 108384 |
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``` |
