01 / Human demonstrations
Real work.
A first-person perspective.
We're developing a partner-company network to capture human demonstrations in the places work actually happens.
Seeking pilot partners · Service in development
Egocentric data
Start with the work
your model needs to see.
A useful recording starts with a specific task. We match your brief to suitable workplaces and participating teams, then agree the capture setup and permitted uses before recording.
- 01
Task-led collection
Define the activities, objects, environment and variations that matter to your research.
- 02
The right view
Scope first-person video and any additional views or signals against the task and available equipment.
- 03
A usable delivery
Agree episode structure, labels, documentation and file formats, then review a sample together.
Before collection or delivery
Define a
useful result.
A pilot specification built around your task, with clear goals for the first sample or workplace trial.
- Task coverage
- Activities, variations, completion criteria and exclusions.
- Capture setup
- Views, visibility, equipment and any required synchronization.
- Review criteria
- Recording continuity, usable task content and agreed quality checks.
- Delivery & rights
- File format, metadata, source context and permitted uses.
The connection
Building a network around real work.
In the model we're developing, participating teams record agreed tasks during their usual work. We agree site access, worker participation, recording scope, quality checks and compensation before collection begins.
A few useful details
Questions
before a pilot.
Is this an existing dataset catalog?
No. We are seeking pilot partners for task-specific collection. A first project establishes access, capture feasibility and a useful sample before scaling.
Does human video include robot actions?
Human video shows how a person performs a task. Robot commands and state require a different recording setup. Where those signals are needed, we can discuss a teleoperation pilot.
What do you need to scope a pilot?
Tell us the task, the workplace and the camera views or signals you need. We agree the recording scope, sample size, review criteria and delivery format before collection begins.
Start a conversation
Which task is hard to capture?
Tell us the activity, the setting and the signals you need. We can start with the collection gap.