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Generative modelling for Appearance based Gaze estimation

This repository contains the implementation of the research project.

Requirements

python==3.5.6 All requirements can be installed with python -m pip install -r requirements.txt

Image generation and gaze redirection

Uncomment the "Train gaze redirection model" part of code from main.py file to train the gaze redirection network.

Uncomment the "Generate redirected images" part of code from main.py file to generate images from the trained gaze redirection network.

Create h5 files

Uncomment the "Convert dataset directory to h5 file" part of code from main.py file to generate h5 files from dataset directory.

Gaze estimation

Run the main.py with the required train and test h5 files in "Train and evaluate DPG Gaze estimation" part to evaluate the gaze estimator.

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Generative modelling for Appearance based gaze estimation

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