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Dynamic Time Warping(DTW) for two movements

  • The Jupyter Notebook Dynamic Time Warping for Two Movements.ipynb computes the DTW between trainer and participant and outputs CSV files with frame-by-frame mapping between the two motion data.
  • workout_dataset.py contains preprocessing code for loading instructor and participant data.

Environment

  • The Jupyter Notebook 1.0.0

Requirements

  • dtaidistance 2.3.9
  • matplotlib 3.4.2
  • matplotlib-inline 0.1.6
  • numpy 1.23.3
  • pandas 1.5.0
  • SciPy 1.9.1

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dynamic time warping for two movements

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