Home · Open data · Manipulation · Human video

EgoDex

829 hours of Apple Vision Pro first-person video of two-handed tabletop tasks, paired with 3D hand and upper-body pose and language labels.

Published by Apple, 2025-05

Open data
Non-commercial only

CC BY-NC-ND

PriceFree

The publisher's licence restricts use to research and other non-commercial purposes. Non-commercial and no derivatives, as stated in Apple's README.

Get dataset Opens github.com in a new tab
From a terminal
curl -O https://ml-site.cdn-apple.com/datasets/egodex/test.zip

Train split is part1.zip to part5.zip (300 GB each), test.zip 16 GB, extra.zip 200 GB, all at https://ml-site.cdn-apple.com/datasets/egodex/. Start with test.zip. CC BY-NC-ND: no commercial use and no redistribution of adapted material.

Specification, as published

Hours (stated)
829 h
Scale
829 hours of egocentric video, 194 different tabletop tasks
Task
Pick & place, Sorting & packing, Laundry & folding, Other
Environment
Indoor – home, Indoor – office
Modality
RGB, Hand pose, Language
Capture
Egocentric
In frame
Person hands
Captured in
North America
Embodiment
human
Frame rate
30 fps
Resolution
1080p
Formats
MP4, HDF5
Size
about 1.7 TB (5 x 300 GB train parts, 16 GB test, 200 GB extra)
Hosted on
ml-site.cdn-apple.com

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

About this dataset

EgoDex is Apple's large egocentric manipulation dataset recorded with ARKit on Apple Vision Pro. It holds 829 hours of 1080p, 30 Hz video covering 194 tabletop tasks, each frame paired with SE(3) transforms for 68 joints across head, upper body and hands, joint confidences, camera intrinsics and a natural-language task description. Videos ship as MP4 with matching HDF5 annotation files and download directly from Apple's CDN. The data licence is CC BY-NC-ND, so it suits research and evaluation rather than commercial products.

Publisher's own task names: 194 diverse tabletop manipulation tasks, dexterous bimanual manipulation, household tasks.

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.

Want the verified ones too?

Request access to the marketplace, where every paid listing is verified against its files and graded before it goes on sale.