Accelerated SMPL operation, commonly used in generate 3D human mesh, STAR included.

Related tags

Deep LearningSMPL2
Overview

SMPL2

An enchanced and accelerated SMPL operation which commonly used in 3D human mesh generation. It takes a poses, shapes, cam_trans as inputs, outputs a high-dimensional 3D mesh verts.

This packages provides:

  • Highly optimized pytorch acceleration with FP16 infer enabled;
  • Supported ONNX export and infer via ort, so that it might able used into TensorRT or OpenVINO on cpu;
  • Support STAR, next generation of SMPL.
  • Provide commonly used geoemtry built-in support without torchgeometry or kornia.

STAR model download from: https://star.is.tue.mpg.de/downloads

Examples

Some pipelines build with SMPL2 support.

Copyrights

Copyrights belongs to Copyright (C) 2020 Max-Planck-Gesellschaft zur Förderung der Wissenschaften e.V. (MPG) and Lucas Jin

Owner
JinTian
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JinTian
GitHub Repository
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