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Human demonstrations · Meta Reality Labs / Yale University

SHOW3D

Synchronized egocentric and external views of human hand–object interactions with 3D annotations.

Release / update

Hand pose v3 release update, documented in the publisher card.

What is included?

Data type
Human demonstrations
Tasks
Hand-object interaction · Multi-view perception
Modalities
Monochrome video · Hand pose · Object pose · Language · Camera calibration
Embodiment
Human participants with a headset and a mobile external-camera rig

Reported scale

4,276,772 synchronized multi-view frames

Publisher release-card frame count. Frames are not individual camera images or robot trajectories. The card separately reports 20 recording hours.

Access & license

The official Hugging Face card links scene files, annotation versions, split indexes and the dataset API.

CC BY-NC 4.0 · non-commercial

Before you use this dataset

Human demonstrations, not robot actions. Camera and annotation availability vary by scene; inspect presence and validity flags. The calibration world frame moves with the capture rig. Commercial use is not permitted under the stated license.

Publisher sources checked 2026-10-05. Listing review checks the documentation, not downloaded data quality. Always check the exact release and terms.