Returns card type given an image.
See https://www.kaggle.com/code/dima806/card-types-image-detection-vit for more details.
Classification report:
precision recall f1-score support
ace of clubs 0.8000 0.9474 0.8675 38
ace of diamonds 0.6604 0.9211 0.7692 38
ace of hearts 0.7727 0.8947 0.8293 38
ace of spades 0.6129 1.0000 0.7600 38
eight of clubs 0.6500 0.3421 0.4483 38
eight of diamonds 0.7500 0.5385 0.6269 39
eight of hearts 0.5000 0.1842 0.2692 38
eight of spades 0.7273 0.2105 0.3265 38
five of clubs 0.8438 0.6923 0.7606 39
five of diamonds 0.7750 0.8158 0.7949 38
five of hearts 0.7949 0.8158 0.8052 38
five of spades 0.7368 0.7368 0.7368 38
four of clubs 0.7333 0.8684 0.7952 38
four of diamonds 0.8571 0.6316 0.7273 38
four of hearts 0.7368 0.7368 0.7368 38
four of spades 0.9000 0.6923 0.7826 39
jack of clubs 0.7037 0.5000 0.5846 38
jack of diamonds 0.5806 0.4737 0.5217 38
jack of hearts 0.8889 0.2105 0.3404 38
jack of spades 0.4000 0.2051 0.2712 39
joker 0.9487 0.9737 0.9610 38
king of clubs 0.3721 0.8421 0.5161 38
king of diamonds 0.4865 0.9474 0.6429 38
king of hearts 0.5472 0.7436 0.6304 39
king of spades 0.4203 0.7632 0.5421 38
nine of clubs 0.5909 0.6842 0.6341 38
nine of diamonds 0.8095 0.4474 0.5763 38
nine of hearts 0.5455 0.6154 0.5783 39
nine of spades 0.4615 0.7895 0.5825 38
queen of clubs 0.2727 0.1538 0.1967 39
queen of diamonds 0.6250 0.1282 0.2128 39
queen of hearts 0.6216 0.6053 0.6133 38
queen of spades 0.7353 0.6579 0.6944 38
seven of clubs 0.5333 0.6316 0.5783 38
seven of diamonds 0.3571 0.3947 0.3750 38
seven of hearts 0.7143 0.7895 0.7500 38
seven of spades 0.7742 0.6316 0.6957 38
six of clubs 0.7368 0.7179 0.7273 39
six of diamonds 0.4462 0.7632 0.5631 38
six of hearts 0.8462 0.5789 0.6875 38
six of spades 0.7879 0.6842 0.7324 38
ten of clubs 0.8889 0.6316 0.7385 38
ten of diamonds 0.6136 0.7105 0.6585 38
ten of hearts 0.7021 0.8684 0.7765 38
ten of spades 0.8529 0.7632 0.8056 38
three of clubs 0.7561 0.7949 0.7750 39
three of diamonds 0.7419 0.6053 0.6667 38
three of hearts 0.7273 0.8205 0.7711 39
three of spades 0.6744 0.7632 0.7160 38
two of clubs 0.7179 0.7368 0.7273 38
two of diamonds 0.7667 0.6053 0.6765 38
two of hearts 0.7647 0.6842 0.7222 38
two of spades 0.7949 0.8158 0.8052 38
accuracy 0.6553 2025
macro avg 0.6804 0.6559 0.6431 2025
weighted avg 0.6802 0.6553 0.6427 2025
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