Classification of finger movements for prosthetic hand by using Surface Electromyogram (sEMG) signals

For this project, I used Niklas Rosenstein's Myo-Python library that he kindly shared on Github. This library is based on Python and allows EMG armband to be interfaced using Python programming language. I added some features using his library to make sure application doesnt crash which it would qui

Project Title

Classification of finger movements for prosthetic hand by using Surface Electromyogram (sEMG) signals

Project Area of Specialization

Biomedical Engineering

Project Summary

For this project, I used Niklas Rosenstein's Myo-Python library that he kindly shared on Github. This library is based on Python and allows EMG armband to be interfaced using Python programming language. I added some features using his library to make sure application doesnt crash which it would quite often otherwise.

The 5 finger movements chosen for thise project were:

1. Thumb open 2) Index finger open 3) Middle finger open 4) Ring finger open 5) Pinky finger open

Project Objectives

1)To collect useful surface EMG (sEMG) signals for classifications of fingers.

2)To construct a prosthetic hand which mimics fingers movements of human hand by using surface EMG (sEMG) signals.

Project Implementation Method

we use mayo armband for acquiring signal .this band wirelessly  by using this Bluetooth adapter send signal to computer .in it we use the libraries  of python to classify and trained the signal, after this ,this signal go the robotic hand to operate fingers and this is also done wirelessly by using Bluetooth module.

Benefits of the Project

- this project helps in chemical industries.this is for a human

- this project also give the idea to operate hand of amputes

Technical Details of Final Deliverable

we use mayoware for check best  surface places to get every finger movement after that we use mayo armband to operate prosthetic hand.

Final Deliverable of the Project

Hardware System

Core Industry

Health

Other Industries

Core Technology

Robotics

Other Technologies

Others

Sustainable Development Goals

Good Health and Well-Being for People

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com