--- a +++ b/README.md @@ -0,0 +1,34 @@ +# Stress Detection System + +### Machine Learning Course Project +### Stress Detection System using Machine Learning + +<br /> + +## [Presentation](Presentation.pdf) + +## Tech Stack used +### ML Model +- Python +- Scikit Learn +- Random Forest Classifier +- WESAD Dataset for wearable stress and affect detection +### Application For demonstration +- React.JS +- Flask +- Hosted at [http://15.206.150.71/](http://15.206.150.71/) (Not Active Anymore) + +<br /> + +## Team Members +- Dhruv Verma +- Aayush Barmecha +- Aayush Nigam +- Abhinav Kumar + +## To start +- install `python3 pip node npm` +- clone the repsitory and `cd` into it +- `pip install -r requirements.txt` +- Train the model by executing the train script `./train.sh` +- start the server by executing the server script `sudo ./server.sh`