World Data Labs

Physical AI · Egocentric Manufacturing

Factory capture, labeled for training

Dataset teaser, hand-pose samples, and subtask-level scene segmentation from live manufacturing floors.

Teaser

Mosaic preview of live factory headset captures from the egocentric manufacturing corpus.

Hand detection

Two recovered hand-pose overlays on factory capture — the motion signal used for robot retargeting.

01 · Coils

Hand pose

02 · Sesame QC

Hand pose

Scene segmentation

Every clip is cut into ordered subtasks with sub-second boundaries, skill labels, per-step outcome, and process narration. Play a clip or jump to any step.

Review becomes a query

Because every step carries a skill, an outcome, and exact boundaries, finding failures across the corpus is a filter — not a scrub through video.

where skill = "inspect"
  and outcome = "fail"
return clip_id, step, t0, t1
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