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BodyTrack2D: A robust pill decomposition based approach for body tracking.

About

This work was carried out under the supervision of Prof. Jiju Poovvancheri at Saint Mary's University, Halifax, Canada as a part of the MITACS project.

A corresponding report can be found here.

Setup

Please follow the instructions regarding input data formats in the masbpy repository.

For setting the initial maximal ball radius, please go through this paper first.

  1. It is recommended to initially setup a fresh virtual environment
python -m venv bdt2d
source activate env/bin/activate
  1. Install the required packages.
pip install -r requirements.txt
  1. Run the run.sh file. Set the 2D keypoint file paths and parameters accordingly.

  2. Some sample output runs and their corresponding plots are present in the log and plots folder respectively.

Acknowledgements

Parts of the codebase has been borrowed from the masbpy repository. We are grateful to the authors for making their work publicly available.