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A keras port of swook/GazeML for pupil, iris and eye-lid detection

Python 3.73% Jupyter Notebook 96.27%

gazeml-keras's Introduction

GazeML-keras

A keras port of swook/GazeML for eye region landmarks detection.

The dlib face detector is replaced by MTCNN.

Demo

Here is the demo jupyter notebook, or try it on Colaboratory.

Results

WIP

  1. The preprocessing is very different (including not flipping left eye) from the official implementation, thus the results produced are suboptimal.

  2. Model training as well as gaze estimation has not been ported yet.

Dependency

  • python 3.6
  • keras 2.2.4
  • tensorflow 1.12.0

Acknoledgement

ELG model weights are converted from the official repo swook/GazeML. We learnt a lot from there.

gazeml-keras's People

Contributors

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Watchers

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