# Stress Detection System

### Machine Learning Course Project

### Stress Detection System using Machine Learning

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## [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)

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## 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`