/Gaze-Tracker

A Gaze Tracker using a Hourglass Convolutional Neural Network

Primary LanguagePython

Gaze-Tracker

A Deep learning based Gaze Tracker using a Hourglass Convolutional Neural Network.

Dependencies

  • Pytorch 0.4
  • dlib

Pipeline

  • Face detection and alignment using Dlib
  • Crop eyes and feed to CNN as input
  • CNN output heatmaps corresponding to salient keypoints
  • Convert highest intensity on heatmap to keypoints using OpenCV

Real Time Demo

  • python live.py

Example