VladimirHumeniuk/realtime-emotion-recognition

This repository shows how to build a realtime emotion recognintion application that updates a dashboard with the recognized emotions in realtime.

Realtime Emotion Recognition Application with Pusher + Tensorflow.js + Vue

This repository shows how to build a realtime emotion recognintion application that updates a dashboard with the recognized emotions in realtime.

Prerequisites

• Node version 8.9 or greater
• Yarn

Getting Started

Install the node modules

yarn install

Run frontend application

yarn serve

Run the backend server

cd server
yarn install
yarn start

Training and Testing

Have a browser tab open on http://localhost:8080/ and another tab open on http://localhost:8080/dashboard to see your results in realtime

Built with

• Pusher - APIs to enable devs building realtime features
• Tensorflow.js - A JavaScript library for training and deploying ML models in the browser and on Node.js
• Vue - A Javascript framework for building interactive interfaces