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

• https://www.youtube.com/watch?v=TwREBRt_CfA