Predicting Customer Demand by Using Gaze Detecting and Object Tracking

This project is the integration of gaze detecting and object tracking.

Track gaze by using webcam and mapping eye data on the display screen. Identify individual items through object detecting and tracking model. Combine these two methods in order to predict customer demand and analysis screen-watching behavior.

Getting started

Using Node.js to present this work

0. cd GazeDemo_Web

   Create .env file to save your database access info and import project.sql file to your schema.

   .env

   PORT=3000
   
   DB_HOST=localhost
   DB_USER=root
   DB_PASS= *YOUR PASSWORD*
   DB_NAME=project

1. npm install

2. node .

   To run server

Calibration

Demo

Customized video

It needs only a youtube link to upload and use your own video.