surface-emg
There are 1 repository under surface-emg topic.
shayanalibhatti / Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-Hand
This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to imitate the classified movement
Language:Python 77- Language:Python 44
louisc-s / Machine-Learning-Technologies-on-EMG-for-Hand-Gesture-Recognition
Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.google.com/file/d/1vHzUKKFz1ifAaLOw91Sb41zo3zN5qRJl/view?usp=sharing
Language:Python 37Answeror / adamyo
Surface EMG-based Inter-session Gesture Recognition Enhanced by Deep Domain Adaptation
Language:Python 20guilhermerc / semg-decomposition
Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.
Language:Jupyter Notebook 16xun911 / CIMS_sEMG_dualstreamCNN
Surface electromyography based gesture recognition based on dual-stream CNN
Language:Python 10- Language:Python 8
Progressive Fusion Network (PFNet) for Integration of Domain Knowledge Guided Feature Engineering and Deep Feature Learning in Surface Electromyography Based Hand Movement Recognition
Language:Python 2Hierarchical View Pooling Network (HVPN) for Surface Electromyography Based Hand Movement Recognition
Language:Jupyter Notebook 1