EdiHeadyTrack documentation

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Contributors

About

EdiHeadyTrack is a Python package for measuring head kinematics using markerless head pose detection methods. The current implementation primarily uses the FaceMesh module of MediaPipe’s Python API for facial landmark detection alongside OpenCV for handling simple computer vision tasks.

Full documentation for EdiHeadyTrack can be found here.

Technologies

Project is created with:

  • Python 3.9.0

Setup

EdiHeadyTrack is available on PyPI! Install using:

pip install EdiHeadyTrack

For further installation instructions, consult the documentation.

Example

An example output from EdiHeadyTrack is shown below. A full worked example detailing how this can be achieved is provided here.

Example image

Citation

If you use EdiHeadyTrack in you work, please cite the following publication:

As BibTeX:

@inproceedings{aston_automatic_2023,

title = {An automatic, markerless approach to measuring head kinematics in soccer}, url = {https://www.research.ed.ac.uk/en/publications/an-automatic-markerless-approach-to-measuring-head-kinematics-in-}, language = {English}, urldate = {2023-11-03}, booktitle = {International {Research} {Council} on {Biomechanics} of {Injury}: {IRCOBI} {Europe} {Conference} 2023}, publisher = {International Research Council on Biomechanics of Injury}, author = {Aston, Thomas and Teixeira-Dias, Filipe}, month = may, year = {2023},

}

Getting Involved

For any suggestions, please create a new issue.

Indices and tables