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DEXTEROUS MANIPULATION

The world of dexterous hands.

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DexUMI

real-stanford

A wearable interface that records dexterous demonstrations and adapts their visual appearance for robot learning.

What you can explore

Explore exoskeleton capture, force sensing, visual hand replacement and the documented XHand and Inspire examples.

Before you use it

The system needs a calibrated exoskeleton, sensors and capture hardware. Recording human motion alone does not produce a deployable robot policy.

Original contributors

Mengda Xu, Han Zhang, Yifan Hou, Zhenjia Xu, Linxi Fan, Manuela Veloso and Shuran Song

License / access: Code: MIT · data, models and dependencies may have separate terms

Original code & documentation

Editorial reference · checked 2026-09-22

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