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2d_to_3d_human_pose_converter

This module is for converting 2d human upper body poses to 3d. It is a part of co-speech gesture generation project. You can find out more details in the paper.

How to run

  • download CMU panoptic dataset
  • run generate_dataset.py to make a single pickle file for training
  • run train.py to train the simple neural network that estimates depth values from 2d poses
  • run test.py to test the trained model

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