EMG Signal Based Human Limb Activity Analysis

EMG Signal Classification

This project is based on application of classical machine learning methods such as SVM and narrow ANN algorithms for classification of human activities based on surface EMG signals

  • Classification of physical actions datasets

  • EMG based hand position classification

This project is based on application of deep learning methods such as 1D- CNN for classification of human activities based on surface EMG signals