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This is a web demo for camera-based PPG sensing (rPPG).

Home Page: https://vitals.cs.washington.edu/

JavaScript 11.92% Dockerfile 0.43% SCSS 6.68% TypeScript 80.97%
computer-vision contactless deeplearning health-sensing healthcare healthcare-application mobilehealth on-device-ai on-device-ml physiological-computing remote-ppg rppg vital-signs vital-signs-detection remote-physiological-measurement ppg ppg-signal

rppg-web's Introduction

A Web Demo for Camera-Based Physiological Sensing

This respository is a web form demo for the research paper Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement. The paper has been accepted to NeurIPS 2020 (Oral, Top 1%).

You may visit here to checkout our python source code.

Demo

Try out our live demo via link here.

Instructions:

  1. Please allow the camera access
  2. Place your face centered the red square
  3. The result will be shown after 30 seconds.

Run in local

First, install the pacakges:

npm install

Then, run the development server:

npm run dev
# or
yarn dev

Open http://localhost:3000 with your browser to see the result.

You can start editing the page by modifying pages/index.js. The page auto-updates as you edit the file.

rppg-web's People

Contributors

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rppg-web's Issues

Camera Ready Demo

  • Visualizing filtered data
  • UI - adding developers' profiles and paper etc.
  • 30s count down module

Note: demo is currently down

"Service Unavailable
The server is temporarily unable to service your request due to maintenance downtime or capacity problems. Please try again later."

Heart rate

Is the demo supposed to show the heart rate? I only see an output signal, which seems quite difficult to interpret

camera issue

Can you tell me how to call the camera and capture videos? Thank you

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