Gesture recognition by reconstruction of arm rotation using Deep Learning

Gesture recognition by reconstruction of arm rotation using Deep Learning

Arun Srivatsa Ramesh

Arun Srivatsa Ramesh

Tempe, Arizona

Raw data from Myo armband is visually reconstructed on 3D hand models and classified using deep learning

Virtual Reality, Artificial Intelligence

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Description

Rotation angles for both arms from Myo armbands are used to reconstruct the gestures. 3D hand models are animated to generate videos of gestures from the data. Deep Learning (CNN) is used to classify based on frames occurring for each gesture.

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