Predict direction of the gaze onscreen for multipurpose applications
This repository contains code for creating image data from video files, preprocessing image data, and training a ResNet architecture CNN for detecting where a user is looking onscreen from namely 4 directions(down, up, left, right).
Due to the lack of a rich generalised dataset, the architecture is not tested fully to its capacity, so the project requires major support in data as of now.
The project majorly relies on opencv and keras. To install all the major requirements, run
pip install -r requirements.txt
Project has been tested on Python3.6 and Python3.7.