Robot manipulation data
On-robot task episodes with platform configuration and available observations, states and actions. Align the recording schema with the policy you are training.
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HUMAN DEMONSTRATIONS
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.
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No purchase commitment. Availability, scope, lead time and commercial terms are confirmed after requirements review.
THE SPECIFICATIONKnow what
Know what
you are evaluating.
| Capture options | Stereo or multi-camera wearable configurations |
|---|---|
| Task domains | Hospitality, housekeeping, object handling and sports operations |
| Annotation | Task / step / action boundaries; object and outcome descriptions |
| Formats | Video plus JSON or Parquet metadata, agreed at sample stage |
| Volume | Quoted in accepted episodes or usable hours |
| Important distinction | Human demonstrations do not inherently contain robot action labels |
SCOPE THE HANDOVERWhat to include
What to include
in your project.
- Representative sample and field dictionary
- Accepted video episodes and stable episode IDs
- Agreed action, step and semantic annotations
- Task distribution, exclusions and quality report
- Dataset version, manifest and license scope
KEEP BUILDING
Full catalogRelated offerings.
Custom data collection
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.
YOUR NEXT MOVE
Let's build something