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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 0.6980 0.8189 0.7536 2258 |
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American Bobtail 0.2000 0.0009 0.0018 2258 |
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American Curl 0.6313 0.3140 0.4194 2258 |
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American Shorthair 0.0769 0.0018 0.0035 2258 |
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Applehead Siamese 0.3788 0.6160 0.4691 2258 |
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Balinese 0.4247 0.3047 0.3548 2258 |
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Bengal 0.5542 0.6501 0.5983 2258 |
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Birman 0.3823 0.7343 0.5028 2258 |
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Bombay 0.3073 0.7746 0.4400 2258 |
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British Shorthair 0.5389 0.3069 0.3911 2258 |
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Burmese 0.7995 0.1324 0.2272 2258 |
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Calico 0.4133 0.5128 0.4577 2258 |
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Cornish Rex 0.5851 0.8711 0.7000 2258 |
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Devon Rex 0.7229 0.2011 0.3146 2258 |
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Dilute Calico 0.5005 0.4123 0.4522 2258 |
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Dilute Tortoiseshell 0.4811 0.6019 0.5347 2258 |
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Domestic Long Hair 0.2881 0.0686 0.1109 2258 |
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Domestic Medium Hair 0.1888 0.0120 0.0225 2258 |
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Domestic Short Hair 0.2657 0.0337 0.0597 2258 |
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Egyptian Mau 0.4468 0.6842 0.5406 2258 |
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Exotic Shorthair 0.6852 0.2458 0.3618 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.4375 0.0031 0.0062 2258 |
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Havana 0.5668 0.8206 0.6705 2258 |
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Himalayan 0.4950 0.4136 0.4507 2258 |
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Japanese Bobtail 0.4518 0.0394 0.0725 2258 |
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Maine Coon 0.2439 0.4442 0.3149 2258 |
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Manx 0.1186 0.0031 0.0060 2258 |
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Munchkin 0.0000 0.0000 0.0000 2258 |
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Nebelung 0.6052 0.8800 0.7172 2258 |
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Norwegian Forest 0.3440 0.4243 0.3799 2258 |
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Oriental Short Hair 0.1667 0.0004 0.0009 2258 |
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Persian 0.5309 0.7418 0.6189 2258 |
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Ragamuffin 0.4620 0.1399 0.2148 2258 |
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Ragdoll 0.3352 0.2174 0.2638 2258 |
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Russian Blue 0.5222 0.8959 0.6598 2258 |
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Scottish Fold 0.4891 0.6368 0.5533 2258 |
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Siamese 0.3747 0.1470 0.2112 2258 |
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Siberian 0.4233 0.2090 0.2799 2258 |
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Snowshoe 0.5301 0.6829 0.5969 2258 |
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Sphynx 0.8680 0.9610 0.9121 2258 |
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Tabby 0.1832 0.2205 0.2002 2258 |
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Tiger 0.1973 0.5651 0.2925 2258 |
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Tonkinese 0.3871 0.5368 0.4498 2258 |
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Torbie 0.3894 0.4508 0.4179 2258 |
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Tortoiseshell 0.5057 0.8060 0.6215 2258 |
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Turkish Angora 0.4409 0.5598 0.4933 2258 |
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Turkish Van 0.2744 0.7126 0.3963 2258 |
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Tuxedo 0.3463 0.8822 0.4974 2258 |
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accuracy 0.4311 108384 |
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macro avg 0.4221 0.4311 0.3753 108384 |
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weighted avg 0.4221 0.4311 0.3753 108384 |
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``` |
