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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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pipeline_tag: image-classification |
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library_name: transformers |
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--- |
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Returns a hand gesture type for smart TV given an image. |
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See https://www.kaggle.com/code/dima806/smart-tv-hand-gestures-image-detection-vit for 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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Down 1.0000 1.0000 1.0000 1350 |
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Left Swipe 1.0000 1.0000 1.0000 1350 |
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Right Swipe 1.0000 1.0000 1.0000 1350 |
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Stop 0.9912 1.0000 0.9956 1350 |
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Stop Gesture 1.0000 1.0000 1.0000 1350 |
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Swipe 1.0000 0.9948 0.9974 1350 |
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Thumbs Down 1.0000 1.0000 1.0000 1350 |
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Thumbs Up 1.0000 1.0000 1.0000 1350 |
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Up 1.0000 0.9963 0.9981 1350 |
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accuracy 0.9990 12150 |
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macro avg 0.9990 0.9990 0.9990 12150 |
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weighted avg 0.9990 0.9990 0.9990 12150 |
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``` |
