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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 0.9462 0.8875 0.9159 2258 |
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American Bobtail 0.2453 0.1430 0.1807 2258 |
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American Curl 0.8450 0.8308 0.8379 2258 |
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American Shorthair 0.2190 0.0235 0.0424 2258 |
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Applehead Siamese 0.9538 0.9792 0.9663 2258 |
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Balinese 0.7808 0.8849 0.8296 2258 |
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Bengal 0.7034 0.7374 0.7200 2258 |
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Birman 0.7492 0.8415 0.7927 2258 |
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Bombay 0.4971 0.8392 0.6244 2258 |
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British Shorthair 0.6619 0.6771 0.6694 2258 |
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Burmese 0.8079 0.7936 0.8007 2258 |
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Calico 0.5634 0.5926 0.5776 2258 |
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Cornish Rex 0.9786 0.9907 0.9846 2258 |
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Devon Rex 0.9520 0.9916 0.9714 2258 |
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Dilute Calico 0.5555 0.5279 0.5413 2258 |
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Dilute Tortoiseshell 0.5545 0.6687 0.6063 2258 |
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Domestic Long Hair 0.3431 0.2799 0.3083 2258 |
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Domestic Medium Hair 0.2346 0.0859 0.1258 2258 |
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Domestic Short Hair 0.7346 0.9513 0.8290 2258 |
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Egyptian Mau 0.7751 0.8392 0.8059 2258 |
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Exotic Shorthair 0.8163 0.6554 0.7271 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.2649 0.0651 0.1045 2258 |
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Havana 0.9546 0.9407 0.9476 2258 |
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Himalayan 0.6971 0.6289 0.6612 2258 |
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Japanese Bobtail 0.8496 0.9384 0.8918 2258 |
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Maine Coon 0.4009 0.5616 0.4678 2258 |
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Manx 0.2723 0.0244 0.0447 2258 |
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Munchkin 0.6648 0.7772 0.7166 2258 |
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Nebelung 0.9204 0.9880 0.9530 2258 |
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Norwegian Forest 0.6695 0.7050 0.6868 2258 |
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Oriental Short Hair 0.6515 0.4562 0.5366 2258 |
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Persian 0.7767 0.7533 0.7648 2258 |
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Ragamuffin 0.9203 0.9659 0.9425 2258 |
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Ragdoll 0.5501 0.4495 0.4948 2258 |
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Russian Blue 0.7546 0.8986 0.8203 2258 |
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Scottish Fold 0.8746 0.8251 0.8491 2258 |
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Siamese 0.6382 0.5717 0.6031 2258 |
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Siberian 0.8422 0.9004 0.8703 2258 |
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Snowshoe 0.7517 0.7803 0.7658 2258 |
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Sphynx 0.9938 0.9858 0.9898 2258 |
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Tabby 0.2906 0.2994 0.2949 2258 |
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Tiger 0.3229 0.5372 0.4034 2258 |
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Tonkinese 0.8813 0.9079 0.8944 2258 |
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Torbie 0.4962 0.5850 0.5370 2258 |
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Tortoiseshell 0.6212 0.8069 0.7020 2258 |
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Turkish Angora 0.6338 0.6935 0.6623 2258 |
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Turkish Van 0.6016 0.7852 0.6813 2258 |
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Tuxedo 0.5632 0.8153 0.6662 2258 |
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accuracy 0.6847 108384 |
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macro avg 0.6620 0.6847 0.6627 108384 |
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weighted avg 0.6620 0.6847 0.6627 108384 |
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``` |
