Friedrich-M/UniMate
[SIGGRAPH Asia 2026] UniMate: One Unified Model to Animate Diverse Skeletons
From the publisher
README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
UniMate One Unified Model to Animate Diverse Skeletons Linzhan Mou · Jiahui Lei · Zhiyang Dou · Chenyue Cai · Chaoyue Song · Adam Finkelstein · Szymon Rusinkiewicz Princeton · UC Berkeley · MIT · NTU All components share a single conda environment, specified in requirements.txt: We introduce UniML3D, a large-scale dataset of 13,006 text-paired motion sequences covering diverse skeletal topologies — bipedal, quadrupedal, avian, marine, insectoid, serpentine, and articulated rigid objects — all brought into a unified canonicalization. The raw source assets are available on the Hugging Face Hub (collected under UniMate): Mixamo-Animations-Characters, Objaverse-XL-Rigged-Animated and Truebones-ZOO-Annotations (prompts, metadata and renders only). The Truebones ZOO animal motions themselves are a commercial asset pack whose license does not permit redistribution — please purchase the pack directly from Truebones; our pipeline consumes the stock TrueboneZ-OO folder layout as-is. See dataprocess/README.md for the full data processing pipeline that turns the raw assets into…
Read the full README ↗ · Preview checked 2026-10-01T12:05:24.525Z
Inside the original README — Document outline
- 🔥 News
- 🛠️ Environment Setup
- 📊 Dataset & Data Processing
- 🏋️ Training
- 📌 Note
- 🎬 Inference
- 🎨 Applications
- Motion in-betweening
- Text-guided motion editing
- Motion expansion
- 📝 Citation
- ⚖️ License
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What this repository does
[SIGGRAPH Asia 2026] UniMate: One Unified Model to Animate Diverse Skeletons
Repository facts
- Owner
- Friedrich-M
- Primary language
- Python
- Stars
- 932
- Forks
- 91
- Open issues + pull requests
- 7
- License
- MIT
- Archived
- No
- Default branch
- main
- Created
- 2026-07-22T20:57:39.000Z
- Last push
- 2026-09-30T23:58:32.000Z
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