MMHuman3D

Build and benchmark parametric 3D human models with OpenMMLab's MMHuman3D toolbox.

github.com/open-mmlab/mmhuman3d
MMHuman3D homepage screenshot

About MMHuman3D

MMHuman3D is an open-source PyTorch-based codebase from OpenMMLab for using 3D human parametric models in computer vision and computer graphics. It offers a modular framework and benchmark for reproducing methods, aligning datasets and visualizing results, intended to serve the growing research community. The main branch works with PyTorch 1.7+, some supported methods may carry additional licenses, and multi-view motion capture users are referred to XRMoCap.

Pricing is not clearly stated.

Key features

  • Reimplements popular methods to reproduce SOTAs with one line of code
  • Unified HumanData format aligns supported datasets with preprocessed files available
  • Visualization tools for model rendering including part segmentation, depth map and point clouds
  • Visualization of conventional 2D and 3D keypoints
  • Supports SMPL, SMPL-X, MANO, FLAME and STAR body models
  • Supports SMPL-X estimation with ExPose for simultaneous recovery of face, hands and body
Best for: Growing research community working with 3D human parametric models

MMHuman3D at a glance

Type
Open-source project
Pricing
Not confirmed. Check the site
Details verified
Oct 23, 2026 · Official source
Open source
Yes · Source code
Language
English
Last checked
Oct 5, 2026 · Online when checked
Listed
Oct 5, 2026

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