DeepMotionEditing/deep-motion-editing

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1722 stars · 261 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A PyTorch-based end-to-end library for editing and rendering 3D character motion, built on SIGGRAPH 2020 research. It provides deep learning modules for motion retargeting and motion style transfer, with visualization and rendering via Blender.

Use cases

• retarget motion from one 3D character skeleton to another
• transfer motion style from video to animation
• edit bvh animation files with deep learning
• render 3D character animations in Blender
• reproduce SIGGRAPH 2020 motion retargeting results
• run cross-structural character animation retargeting

When to choose

• you need deep-learning-based motion retargeting between character skeletons
• you want to apply motion styles from video to 3D animations
• you work with bvh animation files and PyTorch
• you need a research-grade reference implementation of skeleton-aware networks

When to avoid

• you need a production animation tool with a polished GUI
• you work with formats other than bvh without conversion
• you need real-time animation editing on CPU only
• you want actively developed features - the library is largely research code

Facets

library · maturity maintenance

machine-learning deep-learning animation graphics image-processing deep-learning machine-learning simulation python character-animation motion-retargeting motion-style-transfer bvh blender pytorch siggraph computer-graphics linux macos gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="DeepMotionEditing/deep-motion-editing")