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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 71% 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 0.9647 0.9083 0.9357 2258 |
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American Bobtail 0.3075 0.2564 0.2796 2258 |
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American Curl 0.8835 0.8663 0.8748 2258 |
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American Shorthair 0.1871 0.0244 0.0431 2258 |
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Applehead Siamese 0.9636 0.9858 0.9746 2258 |
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Balinese 0.8430 0.8990 0.8701 2258 |
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Bengal 0.7201 0.7476 0.7336 2258 |
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Birman 0.7825 0.8618 0.8202 2258 |
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Bombay 0.5362 0.8397 0.6545 2258 |
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British Shorthair 0.7041 0.7471 0.7250 2258 |
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Burmese 0.8621 0.8835 0.8727 2258 |
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Calico 0.5661 0.5992 0.5822 2258 |
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Cornish Rex 0.9964 0.9911 0.9938 2258 |
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Devon Rex 0.9686 0.9960 0.9821 2258 |
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Dilute Calico 0.5733 0.5576 0.5653 2258 |
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Dilute Tortoiseshell 0.5602 0.6718 0.6110 2258 |
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Domestic Long Hair 0.3720 0.3127 0.3397 2258 |
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Domestic Medium Hair 0.2486 0.0957 0.1382 2258 |
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Domestic Short Hair 0.8342 0.9668 0.8956 2258 |
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Egyptian Mau 0.8178 0.8769 0.8463 2258 |
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Exotic Shorthair 0.8402 0.7055 0.7670 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.2942 0.0965 0.1454 2258 |
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Havana 0.9579 0.9663 0.9621 2258 |
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Himalayan 0.7146 0.6709 0.6921 2258 |
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Japanese Bobtail 0.9231 0.9624 0.9423 2258 |
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Maine Coon 0.4480 0.5748 0.5036 2258 |
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Manx 0.3064 0.0469 0.0814 2258 |
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Munchkin 0.7693 0.8477 0.8066 2258 |
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Nebelung 0.9444 0.9854 0.9645 2258 |
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Norwegian Forest 0.6942 0.7631 0.7270 2258 |
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Oriental Short Hair 0.7058 0.5598 0.6244 2258 |
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Persian 0.7899 0.7458 0.7672 2258 |
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Ragamuffin 0.9334 0.9743 0.9534 2258 |
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Ragdoll 0.5788 0.4978 0.5352 2258 |
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Russian Blue 0.7719 0.9066 0.8338 2258 |
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Scottish Fold 0.9011 0.8720 0.8863 2258 |
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Siamese 0.6828 0.6426 0.6621 2258 |
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Siberian 0.8878 0.9353 0.9109 2258 |
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Snowshoe 0.7927 0.7755 0.7840 2258 |
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Sphynx 0.9978 0.9867 0.9922 2258 |
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Tabby 0.3136 0.3105 0.3120 2258 |
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Tiger 0.3420 0.5629 0.4255 2258 |
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Tonkinese 0.9042 0.9154 0.9098 2258 |
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Torbie 0.5020 0.6129 0.5519 2258 |
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Tortoiseshell 0.6323 0.7883 0.7018 2258 |
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Turkish Angora 0.6667 0.7316 0.6976 2258 |
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Turkish Van 0.6523 0.8384 0.7337 2258 |
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Tuxedo 0.5758 0.8295 0.6797 2258 |
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accuracy 0.7124 108384 |
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macro avg 0.6920 0.7124 0.6936 108384 |
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weighted avg 0.6920 0.7124 0.6936 108384 |
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``` |
