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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 facial emotion based on facial human image. |
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See https://www.kaggle.com/code/dima806/facial-emotions-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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sad 0.7948 0.7948 0.7948 1798 |
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disgust 0.9923 0.9983 0.9953 1798 |
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angry 0.8390 0.8576 0.8482 1798 |
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neutral 0.8141 0.8381 0.8259 1797 |
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fear 0.8134 0.7953 0.8043 1798 |
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surprise 0.9421 0.9227 0.9323 1798 |
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happy 0.9272 0.9132 0.9201 1798 |
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accuracy 0.8743 12585 |
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macro avg 0.8747 0.8743 0.8744 12585 |
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weighted avg 0.8747 0.8743 0.8744 12585 |
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``` |
