https://github.com/abhisinha08/stress-detection

Stress Detection System using ML
https://github.com/abhisinha08/stress-detection

machine-learning ml

Last synced: 5 days ago
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Stress Detection System using ML

• Host: GitHub
• URL: https://github.com/abhisinha08/stress-detection
• Owner: AbhiSinha08
• Created: 2022-11-09T19:30:37.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-04-22T04:47:08.000Z (7 months ago)
• Last Synced: 2024-04-22T05:50:39.075Z (7 months ago)
• Topics: machine-learning, ml
• Language: Jupyter Notebook
• Homepage:
• Size: 15.3 MB
• Stars: 5
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Stress Detection System

### Machine Learning Course Project

### Stress Detection System using Machine Learning


  

## [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)


  

## 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`