README.md

metadata

title: Motion Diffusion Model
emoji: 🕺
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 6.3.0
app_file: app.py
pinned: false
license: mit

Motion Diffusion Model on Hugging Face

Official implementation of "Human Motion Diffusion Model" by Guy Tevet et al.

Features

✅ Text-to-motion generation ✅ Action-to-motion generation
✅ Multiple model support ✅ 3D animation visualization ✅ Blender export (OBJ, SMPL parameters) ✅ Fast 50-step models (20x speed)

Models Available

• HumanML3D (50-steps) - Fast text-to-motion
• HumanML3D (Original) - Higher quality
• KIT-ML - Text-to-motion
• HumanAct12 - Action-to-motion
• UESTC - Action-to-motion
• Unconstrained - Free generation

Usage

1. Select a model type
2. Enter text prompt or action name
3. Adjust parameters
4. Generate animation
5. Export to Blender if needed

Blender Integration

Exported files can be used with:

• SMPL add-on (use JSON parameters)
• OBJ sequence import (direct mesh)
• FBX format (via conversion)

Notes

• First run downloads models (~2GB)
• GPU required for optimal performance
• Generation takes 10-30 seconds