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DIP: Data Synthesis

Synthetic training data

This is the sample code to generate synthetic IMU data from MoCap motion sequence in SMPL format, as used by DIP.

To run this code:

  1. Download SMPL model from their website and place the folder SMPL_python_v.1.0.0 in this path.
  2. Download the MoCap sequences from AMASS. The code here uses a sample sequence from HumanEva.
  3. Run run_demo.sh.

Preprocessing TotalCapture

Use read_TC_data.py to preprocess TotalCapture data.