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VNect -- Tensorflow version

This project is the tensorflow implementation of VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera, SIGGRAPH 2017.

This is not an official implementation. Please contact paper author for related model.

Environments

  • Ubuntu 16.04
  • Python 2.7
  • Tensorflow 1.3.0
  • OpenCV 3.3.0
  • OpenGL (optional)

Inference

  • 1.Download model, put them in folder models/weights
  • 2.Edit demo settings in shell script, --device --demo_type --model_file --test_img --plot_2d --plot_3d
  • 3.If you have OpenGL, you can run run_demo_tf_gl.sh for faster rendering of 3d joints. Otherwise, run run_demo_tf.sh

TODO

  • Some bugs in detected 3D joint locations.
  • Training part of model.