nish-nm / eye-wink-detection-using-neurosky-mindwave

In this project, we address the problem of eye-blink detection and analysis of left and right human eye blinks using EEG signals with help of Neurosky Mindwave Mobile. The purpose of this project is to monitor and understanding of eye blinks for proper communication with a person

Eye Wink Detection Using Neurosky Mindwave

In this project, we address the problem of eye-blink detection and analysis of left and right human eye blinks using EEG signals with help of Neurosky Mindwave Mobile. The purpose of this project is to monitor and understanding of eye blinks for proper communication with a person

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Reqirements

Sklearn
Python v2.7
[Thinkgear Connector](http://developer.neurosky.com/docs/doku.php?id=thinkgear_connector_tgc)
Telnet
PyAutoGui
Json

How to setup

1. Create a python 2.7 virtual environment
      > conda update conda
      > conda create -n python2 python=2.7 anaconda
2. Activate your virtual environment
      > source activate python2
3. Run the command in command line after connecting to neurosky mindwave mobile
      > python pytel2.py
4. Run model building script
      > python Model_building.py
5. For running real time wink detector
      > python Real_time_scripting.py

YouTube video

Team Members

1. Akhila Gopal
2. Milan Jolly
3. Nishant Mishra
4. Shubham Agarwal