Stress Detection System

Machine Learning Course Project

Stress Detection System using Machine Learning

Presentation

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/

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