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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 43% 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 0.6792 0.8109 0.7392 2258 |
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American Bobtail 0.0667 0.0004 0.0009 2258 |
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American Curl 0.6923 0.3149 0.4329 2258 |
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American Shorthair 0.1228 0.0031 0.0060 2258 |
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Applehead Siamese 0.3816 0.6129 0.4703 2258 |
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Balinese 0.4180 0.2989 0.3486 2258 |
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Bengal 0.5559 0.6435 0.5965 2258 |
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Birman 0.3760 0.7183 0.4936 2258 |
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Bombay 0.3074 0.7772 0.4406 2258 |
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British Shorthair 0.5575 0.3180 0.4050 2258 |
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Burmese 0.8516 0.1373 0.2365 2258 |
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Calico 0.4052 0.5146 0.4534 2258 |
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Cornish Rex 0.5863 0.8818 0.7043 2258 |
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Devon Rex 0.7557 0.2055 0.3231 2258 |
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Dilute Calico 0.4976 0.4052 0.4467 2258 |
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Dilute Tortoiseshell 0.4936 0.6010 0.5420 2258 |
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Domestic Long Hair 0.2768 0.0766 0.1200 2258 |
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Domestic Medium Hair 0.1167 0.0062 0.0118 2258 |
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Domestic Short Hair 0.2700 0.0314 0.0563 2258 |
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Egyptian Mau 0.4456 0.6705 0.5354 2258 |
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Exotic Shorthair 0.6730 0.2507 0.3653 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.4737 0.0040 0.0079 2258 |
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Havana 0.5674 0.8144 0.6688 2258 |
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Himalayan 0.5133 0.4278 0.4667 2258 |
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Japanese Bobtail 0.5085 0.0399 0.0739 2258 |
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Maine Coon 0.2468 0.4473 0.3181 2258 |
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Manx 0.1091 0.0027 0.0052 2258 |
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Munchkin 0.0000 0.0000 0.0000 2258 |
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Nebelung 0.5928 0.8716 0.7056 2258 |
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Norwegian Forest 0.3396 0.4216 0.3762 2258 |
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Oriental Short Hair 0.1429 0.0004 0.0009 2258 |
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Persian 0.5288 0.7409 0.6171 2258 |
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Ragamuffin 0.5075 0.1492 0.2307 2258 |
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Ragdoll 0.3378 0.2024 0.2531 2258 |
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Russian Blue 0.5144 0.8884 0.6515 2258 |
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Scottish Fold 0.4900 0.6209 0.5478 2258 |
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Siamese 0.3811 0.1461 0.2113 2258 |
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Siberian 0.3880 0.2117 0.2739 2258 |
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Snowshoe 0.5201 0.6771 0.5883 2258 |
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Sphynx 0.8778 0.9606 0.9173 2258 |
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Tabby 0.1655 0.1918 0.1777 2258 |
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Tiger 0.1977 0.5700 0.2936 2258 |
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Tonkinese 0.3921 0.5536 0.4591 2258 |
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Torbie 0.3874 0.4482 0.4156 2258 |
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Tortoiseshell 0.4990 0.8069 0.6167 2258 |
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Turkish Angora 0.4486 0.5452 0.4922 2258 |
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Turkish Van 0.2726 0.7281 0.3967 2258 |
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Tuxedo 0.3380 0.8826 0.4888 2258 |
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accuracy 0.4298 108384 |
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macro avg 0.4223 0.4298 0.3746 108384 |
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weighted avg 0.4223 0.4298 0.3746 108384 |
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``` |
