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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 70% 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 0.9563 0.9101 0.9326 2258 |
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American Bobtail 0.2963 0.2170 0.2505 2258 |
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American Curl 0.8700 0.8680 0.8690 2258 |
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American Shorthair 0.2165 0.0279 0.0494 2258 |
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Applehead Siamese 0.9602 0.9827 0.9713 2258 |
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Balinese 0.8511 0.8933 0.8717 2258 |
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Bengal 0.7104 0.7431 0.7264 2258 |
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Birman 0.7758 0.8565 0.8141 2258 |
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Bombay 0.5275 0.8370 0.6471 2258 |
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British Shorthair 0.7037 0.7077 0.7057 2258 |
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Burmese 0.8306 0.8663 0.8480 2258 |
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Calico 0.5647 0.6045 0.5840 2258 |
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Cornish Rex 0.9912 0.9929 0.9920 2258 |
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Devon Rex 0.9690 0.9960 0.9823 2258 |
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Dilute Calico 0.5708 0.5496 0.5600 2258 |
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Dilute Tortoiseshell 0.5650 0.6643 0.6106 2258 |
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Domestic Long Hair 0.3461 0.2843 0.3122 2258 |
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Domestic Medium Hair 0.2188 0.0855 0.1229 2258 |
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Domestic Short Hair 0.8187 0.9739 0.8896 2258 |
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Egyptian Mau 0.8025 0.8441 0.8228 2258 |
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Exotic Shorthair 0.8507 0.7117 0.7750 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.3025 0.0957 0.1454 2258 |
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Havana 0.9669 0.9690 0.9679 2258 |
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Himalayan 0.7094 0.6594 0.6835 2258 |
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Japanese Bobtail 0.8946 0.9584 0.9254 2258 |
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Maine Coon 0.4325 0.5872 0.4981 2258 |
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Manx 0.3381 0.0421 0.0748 2258 |
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Munchkin 0.7435 0.8601 0.7975 2258 |
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Nebelung 0.9363 0.9894 0.9621 2258 |
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Norwegian Forest 0.7042 0.7414 0.7223 2258 |
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Oriental Short Hair 0.6729 0.5257 0.5903 2258 |
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Persian 0.7815 0.7586 0.7699 2258 |
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Ragamuffin 0.9286 0.9677 0.9477 2258 |
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Ragdoll 0.5767 0.4863 0.5276 2258 |
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Russian Blue 0.7660 0.9105 0.8321 2258 |
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Scottish Fold 0.9232 0.8406 0.8799 2258 |
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Siamese 0.6758 0.6027 0.6372 2258 |
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Siberian 0.8686 0.9278 0.8972 2258 |
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Snowshoe 0.7758 0.7817 0.7787 2258 |
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Sphynx 0.9951 0.9827 0.9889 2258 |
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Tabby 0.3106 0.3167 0.3136 2258 |
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Tiger 0.3337 0.5474 0.4146 2258 |
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Tonkinese 0.8848 0.9119 0.8981 2258 |
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Torbie 0.5020 0.6010 0.5471 2258 |
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Tortoiseshell 0.6303 0.8012 0.7055 2258 |
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Turkish Angora 0.6615 0.7347 0.6962 2258 |
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Turkish Van 0.6175 0.8251 0.7064 2258 |
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Tuxedo 0.5743 0.8251 0.6772 2258 |
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accuracy 0.7055 108384 |
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macro avg 0.6855 0.7055 0.6859 108384 |
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weighted avg 0.6855 0.7055 0.6859 108384 |
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``` |
