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All Projects → shaoanlu → GazeML-keras

shaoanlu / GazeML-keras

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

Programming Languages

Jupyter Notebook
11667 projects
python
139335 projects - #7 most used programming language

Labels

eye-trackingpupil-trackingpupil-detectiongaze-estimation

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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.

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