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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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base_model: |
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- google/vit-base-patch16-224-in21k |
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--- |
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Returns hand gesture based on image with about 96% accuracy. |
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See https://www.kaggle.com/code/dima806/hand-gestures-image-detection-vit for more details. |
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 |
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``` |
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Classification report: |
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precision recall f1-score support |
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call 0.9256 0.9752 0.9498 11825 |
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dislike 0.9784 0.9862 0.9823 11826 |
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fist 0.9833 0.9870 0.9851 11826 |
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four 0.9140 0.9357 0.9247 11826 |
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like 0.9761 0.9101 0.9420 11825 |
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mute 0.9831 0.9964 0.9897 11826 |
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ok 0.9586 0.9658 0.9622 11825 |
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one 0.9708 0.9453 0.9579 11826 |
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palm 0.9764 0.9637 0.9700 11826 |
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peace 0.9187 0.9367 0.9276 11825 |
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peace_inverted 0.9784 0.9748 0.9766 11826 |
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rock 0.9439 0.9361 0.9400 11825 |
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stop 0.9502 0.9723 0.9611 11825 |
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stop_inverted 0.9828 0.9546 0.9685 11826 |
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three 0.9135 0.9068 0.9101 11826 |
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three2 0.9799 0.9670 0.9734 11826 |
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two_up 0.9570 0.9766 0.9667 11826 |
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two_up_inverted 0.9754 0.9703 0.9729 11825 |
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accuracy 0.9589 212861 |
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macro avg 0.9592 0.9589 0.9589 212861 |
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weighted avg 0.9592 0.9589 0.9589 212861 |
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``` |
