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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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Returns card type given an image. |
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See https://www.kaggle.com/code/dima806/card-types-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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ace of clubs 0.8000 0.9474 0.8675 38 |
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ace of diamonds 0.6604 0.9211 0.7692 38 |
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ace of hearts 0.7727 0.8947 0.8293 38 |
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ace of spades 0.6129 1.0000 0.7600 38 |
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eight of clubs 0.6500 0.3421 0.4483 38 |
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eight of diamonds 0.7500 0.5385 0.6269 39 |
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eight of hearts 0.5000 0.1842 0.2692 38 |
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eight of spades 0.7273 0.2105 0.3265 38 |
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five of clubs 0.8438 0.6923 0.7606 39 |
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five of diamonds 0.7750 0.8158 0.7949 38 |
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five of hearts 0.7949 0.8158 0.8052 38 |
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five of spades 0.7368 0.7368 0.7368 38 |
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four of clubs 0.7333 0.8684 0.7952 38 |
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four of diamonds 0.8571 0.6316 0.7273 38 |
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four of hearts 0.7368 0.7368 0.7368 38 |
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four of spades 0.9000 0.6923 0.7826 39 |
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jack of clubs 0.7037 0.5000 0.5846 38 |
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jack of diamonds 0.5806 0.4737 0.5217 38 |
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jack of hearts 0.8889 0.2105 0.3404 38 |
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jack of spades 0.4000 0.2051 0.2712 39 |
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joker 0.9487 0.9737 0.9610 38 |
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king of clubs 0.3721 0.8421 0.5161 38 |
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king of diamonds 0.4865 0.9474 0.6429 38 |
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king of hearts 0.5472 0.7436 0.6304 39 |
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king of spades 0.4203 0.7632 0.5421 38 |
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nine of clubs 0.5909 0.6842 0.6341 38 |
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nine of diamonds 0.8095 0.4474 0.5763 38 |
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nine of hearts 0.5455 0.6154 0.5783 39 |
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nine of spades 0.4615 0.7895 0.5825 38 |
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queen of clubs 0.2727 0.1538 0.1967 39 |
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queen of diamonds 0.6250 0.1282 0.2128 39 |
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queen of hearts 0.6216 0.6053 0.6133 38 |
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queen of spades 0.7353 0.6579 0.6944 38 |
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seven of clubs 0.5333 0.6316 0.5783 38 |
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seven of diamonds 0.3571 0.3947 0.3750 38 |
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seven of hearts 0.7143 0.7895 0.7500 38 |
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seven of spades 0.7742 0.6316 0.6957 38 |
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six of clubs 0.7368 0.7179 0.7273 39 |
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six of diamonds 0.4462 0.7632 0.5631 38 |
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six of hearts 0.8462 0.5789 0.6875 38 |
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six of spades 0.7879 0.6842 0.7324 38 |
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ten of clubs 0.8889 0.6316 0.7385 38 |
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ten of diamonds 0.6136 0.7105 0.6585 38 |
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ten of hearts 0.7021 0.8684 0.7765 38 |
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ten of spades 0.8529 0.7632 0.8056 38 |
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three of clubs 0.7561 0.7949 0.7750 39 |
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three of diamonds 0.7419 0.6053 0.6667 38 |
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three of hearts 0.7273 0.8205 0.7711 39 |
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three of spades 0.6744 0.7632 0.7160 38 |
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two of clubs 0.7179 0.7368 0.7273 38 |
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two of diamonds 0.7667 0.6053 0.6765 38 |
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two of hearts 0.7647 0.6842 0.7222 38 |
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two of spades 0.7949 0.8158 0.8052 38 |
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accuracy 0.6553 2025 |
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macro avg 0.6804 0.6559 0.6431 2025 |
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weighted avg 0.6802 0.6553 0.6427 2025 |
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``` |
