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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 68% 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 0.9606 0.8968 0.9276 2258 |
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American Bobtail 0.2560 0.1408 0.1817 2258 |
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American Curl 0.8527 0.8282 0.8403 2258 |
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American Shorthair 0.2122 0.0230 0.0416 2258 |
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Applehead Siamese 0.9564 0.9814 0.9687 2258 |
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Balinese 0.7827 0.8756 0.8265 2258 |
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Bengal 0.7132 0.7236 0.7184 2258 |
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Birman 0.7618 0.8344 0.7964 2258 |
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Bombay 0.4929 0.8419 0.6217 2258 |
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British Shorthair 0.6681 0.6811 0.6746 2258 |
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Burmese 0.8161 0.7919 0.8038 2258 |
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Calico 0.5525 0.5824 0.5671 2258 |
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Cornish Rex 0.9810 0.9849 0.9830 2258 |
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Devon Rex 0.9537 0.9934 0.9731 2258 |
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Dilute Calico 0.5472 0.5567 0.5519 2258 |
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Dilute Tortoiseshell 0.5583 0.6829 0.6143 2258 |
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Domestic Long Hair 0.3362 0.2741 0.3020 2258 |
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Domestic Medium Hair 0.2289 0.0855 0.1245 2258 |
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Domestic Short Hair 0.7344 0.9491 0.8281 2258 |
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Egyptian Mau 0.7862 0.8454 0.8148 2258 |
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Exotic Shorthair 0.8225 0.6811 0.7452 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.2679 0.0580 0.0954 2258 |
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Havana 0.9647 0.9438 0.9541 2258 |
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Himalayan 0.6955 0.6484 0.6711 2258 |
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Japanese Bobtail 0.8673 0.9411 0.9027 2258 |
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Maine Coon 0.4235 0.5872 0.4921 2258 |
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Manx 0.3846 0.0332 0.0611 2258 |
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Munchkin 0.6797 0.7874 0.7296 2258 |
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Nebelung 0.9310 0.9916 0.9603 2258 |
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Norwegian Forest 0.6833 0.7108 0.6968 2258 |
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Oriental Short Hair 0.6539 0.4402 0.5262 2258 |
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Persian 0.7774 0.7440 0.7604 2258 |
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Ragamuffin 0.9212 0.9739 0.9468 2258 |
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Ragdoll 0.5436 0.4526 0.4940 2258 |
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Russian Blue 0.7463 0.9030 0.8172 2258 |
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Scottish Fold 0.8832 0.8202 0.8505 2258 |
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Siamese 0.6507 0.5965 0.6225 2258 |
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Siberian 0.8335 0.9004 0.8657 2258 |
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Snowshoe 0.7584 0.7715 0.7649 2258 |
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Sphynx 0.9973 0.9858 0.9915 2258 |
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Tabby 0.2857 0.3016 0.2934 2258 |
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Tiger 0.3189 0.5593 0.4062 2258 |
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Tonkinese 0.8811 0.9088 0.8947 2258 |
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Torbie 0.5027 0.5872 0.5417 2258 |
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Tortoiseshell 0.6224 0.7861 0.6947 2258 |
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Turkish Angora 0.6359 0.7086 0.6703 2258 |
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Turkish Van 0.6041 0.7981 0.6877 2258 |
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Tuxedo 0.5607 0.8082 0.6621 2258 |
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accuracy 0.6875 108384 |
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macro avg 0.6677 0.6875 0.6658 108384 |
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weighted avg 0.6677 0.6875 0.6658 108384 |
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``` |
