---
title: SkeletonDiffusion
emoji: 💻
colorFrom: purple
colorTo: green
sdk: gradio
sdk_version: 5.24.0
app_file: app.py
pinned: false
short_description: Realistic 3D human motion prediction (CVPR 2025)
license: bsd-2-clause
models:
- SkeletonDiffusion/ModelCheckpoints
tags:
- human-motion-prediction
- diffusion
- arxiv:2501.06035
run: |
  bash setup.sh
  python app.py
---

# SkeletonDiffusion demo

Demo of **SkeletonDiffusion** from _Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction_ (CVPR 2025):
probabilistic prediction of 2 s of future human motion from 0.5 s of observed motion.

[Paper](https://arxiv.org/abs/2501.06035) · [Hugging Face paper page](https://huggingface.co/papers/2501.06035) · [Code](https://github.com/Ceveloper/SkeletonDiffusion) · [Model](https://huggingface.co/SkeletonDiffusion/ModelCheckpoints)

See also the follow-up work **EquiFusion** (ECCV 2026), kinematics-agnostic motion prediction for any skeleton: [Paper](https://arxiv.org/abs/2607.10984) · [Code](https://github.com/Ceveloper/EquiFusion)