Most egocentric datasets count their hours in the thousands. We count ours in the hundred-thousands — captured across China and Southeast Asia, and verified to the frame, every clip. Scale and verification. Not one or the other.
The race assumes you pick one: vast or verified. We didn't.
Open egocentric datasets announce thousands of hours, unverified — users clean them downstream. We hold 150,000+ hours and still ship a signed quality record on every clip. Volume without verification is a liability someone else pays for. We carry both.
Captured across a managed supplier network spanning China and Southeast Asia — industrial scenes, real operators, real tools. This is coverage you can't replicate from the outside, structured by occupation × scene × process so you query by work semantics, not folder names.
Real captures from the dataset. Left: the raw first-person clip. Right: the same clip with motion/pose structure extracted — the "verified to the frame" layer made visible.
▸ Every clip above carries a birth certificate — device, operator, time, QC result — signed. See how it's verified →
Not the biggest pile of footage. The largest body of trustworthy ground truth.
150,000+ hours means nothing if you can't trust a frame of it. We made the scale and the trust the same number.
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