Dataset documentation · Midcentury
Egocentric Human Manipulation Data
First-person video of real manual labor from the wearer's point of view, captured with head-mounted devices across dozens of work environments. Every clip is screened for faces, strobing, extended idle time, and content policy before it's labeled.
1.9M
Hours captured
36
Clips in this viewer
1080p
Resolution
3D pose
Hands + full body
>85%
Hand visibility
36 representative clips, selected to span the environment mix below. Click any thumbnail to open the full player with synchronized IMU and 3D hand pose.
Sample Viewer
36 of 36 clipsThe clip you're viewing. Pick another from the library below.
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Category
Type
Play or scrub the clip, then watch the synchronized IMU stream stay aligned to the same frame.
Sewing a garment on a sewing machine
Sewing seams on a white garment at a sewing machine.
StitchingGarment
Hand pose · 3D
Hand pose · 2D overlay
Live IMU· synthetic · 200 Hz
ax-0.04
ay-0.07
az0.98
0:000:17
Resolution1728×1080FPS30 fpsFull clip~3 min avgModalitiesRGB · IMURigHead-mountedOperatorOperator 01
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