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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 56% 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 0.8801 0.8645 0.8722 2258 |
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American Bobtail 0.2128 0.0133 0.0250 2258 |
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American Curl 0.7026 0.6926 0.6976 2258 |
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American Shorthair 0.1429 0.0035 0.0069 2258 |
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Applehead Siamese 0.6545 0.8499 0.7395 2258 |
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Balinese 0.5760 0.6833 0.6251 2258 |
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Bengal 0.6397 0.6895 0.6637 2258 |
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Birman 0.5926 0.7542 0.6637 2258 |
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Bombay 0.3592 0.8206 0.4997 2258 |
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British Shorthair 0.4799 0.5226 0.5003 2258 |
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Burmese 0.6849 0.4814 0.5654 2258 |
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Calico 0.4793 0.5647 0.5185 2258 |
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Cornish Rex 0.9154 0.9681 0.9410 2258 |
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Devon Rex 0.8666 0.9004 0.8831 2258 |
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Dilute Calico 0.5093 0.5093 0.5093 2258 |
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Dilute Tortoiseshell 0.5234 0.6528 0.5810 2258 |
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Domestic Long Hair 0.3073 0.2037 0.2450 2258 |
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Domestic Medium Hair 0.1608 0.0407 0.0650 2258 |
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Domestic Short Hair 0.3729 0.3702 0.3716 2258 |
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Egyptian Mau 0.5817 0.7569 0.6578 2258 |
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Exotic Shorthair 0.7603 0.5815 0.6590 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.1646 0.0058 0.0111 2258 |
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Havana 0.8038 0.9070 0.8523 2258 |
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Himalayan 0.6036 0.5368 0.5682 2258 |
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Japanese Bobtail 0.5208 0.3663 0.4301 2258 |
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Maine Coon 0.3204 0.4570 0.3767 2258 |
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Manx 0.2562 0.0137 0.0261 2258 |
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Munchkin 0.3862 0.1811 0.2466 2258 |
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Nebelung 0.8079 0.9761 0.8841 2258 |
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Norwegian Forest 0.5054 0.5412 0.5227 2258 |
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Oriental Short Hair 0.5240 0.0775 0.1350 2258 |
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Persian 0.6828 0.7329 0.7070 2258 |
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Ragamuffin 0.6560 0.7002 0.6774 2258 |
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Ragdoll 0.4254 0.2865 0.3424 2258 |
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Russian Blue 0.6680 0.8804 0.7596 2258 |
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Scottish Fold 0.7794 0.7276 0.7526 2258 |
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Siamese 0.5331 0.3601 0.4298 2258 |
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Siberian 0.5416 0.4956 0.5176 2258 |
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Snowshoe 0.6354 0.7595 0.6920 2258 |
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Sphynx 0.9846 0.9601 0.9722 2258 |
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Tabby 0.2326 0.2498 0.2409 2258 |
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Tiger 0.2597 0.5288 0.3483 2258 |
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Tonkinese 0.6156 0.6355 0.6254 2258 |
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Torbie 0.4152 0.5288 0.4651 2258 |
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Tortoiseshell 0.5623 0.7936 0.6582 2258 |
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Turkish Angora 0.5452 0.5952 0.5691 2258 |
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Turkish Van 0.3999 0.7338 0.5177 2258 |
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Tuxedo 0.4603 0.8388 0.5944 2258 |
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accuracy 0.5582 108384 |
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macro avg 0.5352 0.5582 0.5253 108384 |
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weighted avg 0.5352 0.5582 0.5253 108384 |
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``` |
