Human egocentric data
First-person demonstrations of real work, organized into tasks, steps and actions. Build a richer understanding of how people interact with objects and environments.

Reference image. Exact equipment and configuration are confirmed per project. Image credits ↗
Commission a task distribution around the objects, settings and failure cases your model needs. Start with a pilot, then scale accepted data against a shared protocol.
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No purchase commitment. Availability, scope, lead time and commercial terms are confirmed after requirements review.
| Configuration | Human, robot or paired task programs |
|---|---|
| Scene variation | Objects, layouts, lighting and operator variation |
| Evaluation | Held-out scenes or task conditions agreed before collection |
| Quality | Usable duration and acceptance rules defined per project |
| Commercial model | Pilot plus milestone-based batches |
| Availability | Site access and recording permissions verified before scheduling |
First-person demonstrations of real work, organized into tasks, steps and actions. Build a richer understanding of how people interact with objects and environments.
On-robot task episodes with platform configuration and available observations, states and actions. Align the recording schema with the policy you are training.