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GigaHands

34 hours of bimanual hand activity from 56 subjects with 417 objects, filmed from 51 camera views, 14k clips with 84k text annotations; CC BY-NC 4.0.

Published by Brown University with ETH Zurich, 2025-04

Open data
Non-commercial only

CC BY-NC 4.0

PriceFree

The publisher's licence restricts use to research and other non-commercial purposes. README states: GigaHands is released under the Creative Commons Attribution-NonCommercial 4.0 International License.

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Raw multi-view video is on Globus (a Globus login and the Globus file manager are needed); hand poses and object meshes also have direct HTTPS archive links in the README. Videos come in archives of 10 camera views each. Total size is not published.

Specification, as published

Hours (stated)
34 h
Episodes (stated)
14,000 episodes
Scale
34 hours of bimanual hand activities from 56 subjects and 417 objects, totaling 14k motion clips derived from 183 million frames
Task
Other
Environment
Indoor – studio
Modality
RGB, Hand pose, Object pose, Language
Capture
Exocentric
In frame
Person hands
Captured in
North America
Embodiment
human
Formats
Other
Hosted on
GitHub

Figures are the publisher's own. Kinetic Blocks has not measured this dataset.

About this dataset

A large multi-view capture of two-handed object interaction: 56 subjects working with 417 objects in a studio rig of 51 synchronised cameras, 183 million frames in all. The release pairs the multi-view RGB video with 3D hand poses, smoothed hand keypoints, object meshes and full object poses, cut into 14k motion clips with 84k text annotations organised by scenario, scene and activity. Intended uses include text-driven hand motion synthesis, motion captioning and dynamic reconstruction.

Publisher's own task names: bimanual hand activities, hand-object interaction, text-driven action synthesis, hand motion captioning.

What Kinetic Blocks did, and did not do

Indexed and linked from the publisher. Not hosted, verified or graded by Kinetic Blocks. The publisher's terms govern. The licence shown is the one stated on the publisher's page, linked above. Nothing on this page is a claim by Kinetic Blocks.

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