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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 49% 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 0.8022 0.8477 0.8243 2258 |
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American Bobtail 0.1463 0.0027 0.0052 2258 |
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American Curl 0.6492 0.5492 0.5950 2258 |
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American Shorthair 0.1731 0.0040 0.0078 2258 |
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Applehead Siamese 0.4878 0.7259 0.5835 2258 |
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Balinese 0.4579 0.4867 0.4719 2258 |
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Bengal 0.5947 0.6745 0.6321 2258 |
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Birman 0.4687 0.7259 0.5696 2258 |
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Bombay 0.3388 0.7981 0.4756 2258 |
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British Shorthair 0.4812 0.4486 0.4644 2258 |
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Burmese 0.7255 0.3184 0.4426 2258 |
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Calico 0.4487 0.5593 0.4979 2258 |
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Cornish Rex 0.8194 0.9265 0.8697 2258 |
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Devon Rex 0.7891 0.6098 0.6880 2258 |
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Dilute Calico 0.4909 0.4796 0.4852 2258 |
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Dilute Tortoiseshell 0.4953 0.6262 0.5531 2258 |
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Domestic Long Hair 0.2883 0.1466 0.1944 2258 |
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Domestic Medium Hair 0.1769 0.0217 0.0387 2258 |
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Domestic Short Hair 0.2699 0.1169 0.1632 2258 |
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Egyptian Mau 0.5008 0.7259 0.5927 2258 |
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Exotic Shorthair 0.6892 0.4252 0.5259 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.0417 0.0009 0.0017 2258 |
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Havana 0.6666 0.8720 0.7556 2258 |
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Himalayan 0.5753 0.4668 0.5154 2258 |
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Japanese Bobtail 0.3075 0.1143 0.1666 2258 |
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Maine Coon 0.2931 0.4371 0.3509 2258 |
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Manx 0.1867 0.0062 0.0120 2258 |
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Munchkin 0.3156 0.0447 0.0784 2258 |
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Nebelung 0.7309 0.9322 0.8194 2258 |
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Norwegian Forest 0.4237 0.5066 0.4615 2258 |
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Oriental Short Hair 0.3879 0.0199 0.0379 2258 |
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Persian 0.6228 0.7365 0.6749 2258 |
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Ragamuffin 0.4986 0.3911 0.4383 2258 |
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Ragdoll 0.3571 0.2644 0.3038 2258 |
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Russian Blue 0.5916 0.8942 0.7120 2258 |
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Scottish Fold 0.6190 0.7095 0.6612 2258 |
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Siamese 0.4615 0.2467 0.3215 2258 |
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Siberian 0.4178 0.3007 0.3497 2258 |
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Snowshoe 0.5567 0.7241 0.6295 2258 |
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Sphynx 0.9581 0.9721 0.9650 2258 |
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Tabby 0.2105 0.2197 0.2150 2258 |
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Tiger 0.2283 0.5416 0.3212 2258 |
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Tonkinese 0.4759 0.5257 0.4996 2258 |
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Torbie 0.3966 0.5337 0.4551 2258 |
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Tortoiseshell 0.5382 0.7963 0.6423 2258 |
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Turkish Angora 0.4958 0.5709 0.5307 2258 |
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Turkish Van 0.3282 0.7232 0.4515 2258 |
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Tuxedo 0.3847 0.8605 0.5317 2258 |
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accuracy 0.4923 108384 |
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macro avg 0.4659 0.4923 0.4496 108384 |
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weighted avg 0.4659 0.4923 0.4496 108384 |
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``` |
