Knoxlabs Robotics · Hand Motion Data
Hand Motion Data Library
High-fidelity, ready-to-train hand-motion captures for robotics, teleoperation, and embodied AI. Watch each capture and download the data — FBX and native MREC — right here.
25Degrees of freedom
9Free sample captures
FBX + MRECStandard formats
EMF PrecisionNo drift, no occlusion
25 Degrees of FreedomFull hand model
FBX + MRECStandard formats
Retargeting-readyStraight into your pipeline
Capture source 01
Captured with MANUS MetaGloves Pro — EMF hand tracking, no drift, no occlusion. More capture sources coming to the library.
Sample Captures
Click a capture — watch it, grab its data
Pick a motion on the left; the viewer plays it and its .FBX + native .MREC are ready to download.
About the capture source
Why the data is clean: MetaGloves Pro
Millimeter precision
EMF tracking — no drift, no occlusion, easy calibration.
25 D.O.F.
A full anatomical hand model, every joint tracked.
Persistent calibration
Profiles carry across users, takes, and workstations.
Detachable module
One module, many personally-sized sensor gloves.
Full-body & spatial
Align hand data with the whole take
The universal mount attaches third-party trackers — Xsens, OptiTrack, Vive — so hand data lines up with body and scene capture in the same recording. The library grows as you add sources.
Formats & Pipeline
Drops straight into your stack
Export to standard file types, stream live, or build a custom pipeline with the MANUS Core SDK.
Not sure which glove fits?
Compare MetaGloves Pro against the full MANUS VR glove lineup.
What clients say
Trusted by robotics, research, and studios
★★★★★
After comparing IMU, optical, and vision-based solutions for our robotic foundation model development, MANUS gloves delivered the most reliable and robust performance.
Xuguo HeR&D Head, DeepCybo
★★★★★
MANUS gloves provide excellent control of dexterous robot hands, delivering precision and data quality that outperform vision-based approaches.
Dr. Li WangweiCo-founder & CTO, Dexcel Robotics
★★★★★
I can say with high confidence, this is by far the best product when it comes to robot hand teleoperation.
Anas HoussainiMcGill University, Canada
Need more than samples?
Knoxlabs delivers custom capture, larger datasets, and full MetaGloves Pro deployments for robotics and embodied-AI teams.
Custom capture sessions
Production-scale datasets
Retargeting to your robot
Full MetaGloves deployment
Volume pricing
White-glove onboarding