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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 64% 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 0.9395 0.8871 0.9125 2258 |
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American Bobtail 0.2310 0.0633 0.0994 2258 |
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American Curl 0.7928 0.7812 0.7870 2258 |
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American Shorthair 0.1429 0.0084 0.0159 2258 |
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Applehead Siamese 0.9047 0.9588 0.9310 2258 |
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Balinese 0.6979 0.7839 0.7384 2258 |
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Bengal 0.6738 0.7272 0.6995 2258 |
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Birman 0.6897 0.7737 0.7293 2258 |
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Bombay 0.4598 0.8344 0.5929 2258 |
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British Shorthair 0.5642 0.6094 0.5859 2258 |
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Burmese 0.7487 0.6426 0.6916 2258 |
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Calico 0.5456 0.5744 0.5597 2258 |
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Cornish Rex 0.9644 0.9827 0.9735 2258 |
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Devon Rex 0.9193 0.9836 0.9504 2258 |
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Dilute Calico 0.5332 0.5337 0.5334 2258 |
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Dilute Tortoiseshell 0.5289 0.6683 0.5905 2258 |
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Domestic Long Hair 0.3286 0.2555 0.2875 2258 |
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Domestic Medium Hair 0.1882 0.0704 0.1025 2258 |
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Domestic Short Hair 0.5543 0.7865 0.6503 2258 |
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Egyptian Mau 0.6897 0.7945 0.7384 2258 |
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Exotic Shorthair 0.7995 0.6461 0.7147 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.3023 0.0403 0.0711 2258 |
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Havana 0.9028 0.9340 0.9182 2258 |
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Himalayan 0.6638 0.6191 0.6407 2258 |
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Japanese Bobtail 0.7483 0.7994 0.7730 2258 |
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Maine Coon 0.3734 0.5182 0.4341 2258 |
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Manx 0.3193 0.0168 0.0320 2258 |
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Munchkin 0.5444 0.5297 0.5369 2258 |
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Nebelung 0.8609 0.9925 0.9220 2258 |
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Norwegian Forest 0.5777 0.6222 0.5991 2258 |
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Oriental Short Hair 0.5956 0.2883 0.3885 2258 |
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Persian 0.7464 0.7285 0.7373 2258 |
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Ragamuffin 0.8462 0.9207 0.8819 2258 |
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Ragdoll 0.4800 0.3552 0.4082 2258 |
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Russian Blue 0.7279 0.8862 0.7993 2258 |
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Scottish Fold 0.8469 0.7914 0.8182 2258 |
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Siamese 0.5851 0.5146 0.5476 2258 |
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Siberian 0.7409 0.8043 0.7713 2258 |
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Snowshoe 0.6972 0.7493 0.7223 2258 |
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Sphynx 0.9968 0.9765 0.9866 2258 |
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Tabby 0.2705 0.2626 0.2665 2258 |
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Tiger 0.2845 0.5270 0.3695 2258 |
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Tonkinese 0.7735 0.8229 0.7974 2258 |
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Torbie 0.4515 0.5726 0.5049 2258 |
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Tortoiseshell 0.6022 0.7852 0.6817 2258 |
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Turkish Angora 0.6055 0.6492 0.6266 2258 |
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Turkish Van 0.5484 0.7476 0.6327 2258 |
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Tuxedo 0.5469 0.8189 0.6558 2258 |
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accuracy 0.6383 108384 |
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macro avg 0.6153 0.6383 0.6127 108384 |
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weighted avg 0.6153 0.6383 0.6127 108384 |
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``` |
