GithubHelp home page GithubHelp logo

cyrojyro / blazeface-concentration-analysis-by-detecting-facial-features-on-web Goto Github PK

View Code? Open in Web Editor NEW
2.0 1.0 1.0 11.12 MB

Simple concentration scoring algorithm && Blazeface face detector Tensorflow2.0 implementation. (real-time, on web)

Shell 0.20% JavaScript 21.73% Python 78.07%
blazeface face-detection web website real-time realtime concentration tensorflowjs tensorflow python javascript electron widerface celeba pfld facial-landmarks landmark face detection

blazeface-concentration-analysis-by-detecting-facial-features-on-web's Introduction

Blazeface Concentration Analysis by Detecting Facial Features on Web

sample

This repository contains simple concentration scoring algorithm && Blazeface Tensorflow2.0 implementation. (High score means lack of concentration)

  • web environment
  • real-time
  • face detection
  • facial feature(landmark) detection
  • concentration scoring

Blazeface Implementation

Please check out ./detect_model directory

Facial Landmark Detection

Used pretrained tfjs PFLD model

How To

yarn
yarn build
yarn start

Dependencies

npm v6.14.5
yarn v1.22.4
nodejs v14.5.0

blazeface-concentration-analysis-by-detecting-facial-features-on-web's People

Contributors

cyrojyro avatar

Stargazers

avatar avatar

Watchers

avatar

Forkers

minchuang

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.