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Train where you deploy.
Parallax Data enables you to deploy robots to their vertical.
The thesis
A policy trained in one place does not always work in another.
Every site has small differences: lighting, tools, layout. A model trained far from your site may not adapt to them. More data from the wrong site does not fix this.
We arrange access to a matching site and record what's missing.
What we capture
We support three capture modes. Each is delivered in a format your model can train on right away.
- Egocentric
Head-mounted, hardware-synced capture
Two global-shutter cameras, an IMU and stereo audio on one shared clock. One time-aligned file per session.
- Manipulation
UMI-style handheld capture
A wrist-camera view paired with RGBD 6-DoF tracking, recorded by hand. Delivered as a standard LeRobot dataset.
- Teleoperation
Leader-follower arm capture
A leader arm moved by hand drives a real robot arm in real time. Joint states, commands and wrist and scene cameras on one timeline, delivered as a standard LeRobot dataset.
How it works
If you collect data
Contributors- 01
Take an open request
Pick a request from the map with clear capture instructions and payout terms.
- 02
Receive the hardware
We send the equipment needed to capture the data properly.
- 03
Get paid on accepted data
Submit the work. Payout follows the terms set on the request.
- 01
If you need data
Buyers- 01
Define the request
Tell us what real-world data you need and the quality bar it has to meet.
- 02
We dispatch contributors
Equipped contributors collect it in the field.
- 03
Get verified results
Receive structured data reviewed for quality and completeness.
- 01
Request data