Gesture Recognition Using EMG

Deep learning model to recognize hand gestures from EMG signals.

Machine Learning

An image
This is a project for recognizing hand gestures using EMG signals recorded from hands. Deep learning models were developed that can classify EMG signals. The outcome of the work has been published in an IEEE conference.

DOI
10.1109/ICEAST.2018.8434493
Role
Lead researcher
Affiliation
Bangladesh University of Engineering and Technology (BUET)
Skills involved
Signal processingMachine learning
Tech used
PythonMATLABTensorflow