16 GESTURES + REST (Real Time)
In this project, upto 16 gestures were detected accurately in real time using wrist OR forearm EMG signals. The feature extracted from input signals were used to predict the gestures.
Check previous project for more info on EMG.
This shows the feaibility of using wristband/bracelet device for hand gesture recognition. We have uploaded an open access dataset of the 16 gestures in physionet along with codes to use them.
Check Gesture Recognition and Biometrics (GRABMYO) dataset.