Manipulation
Evaluate close-range hands, tools and objects alongside bystanders, labels and background displays.
PII ZERO / ROBOTICS
Build with the physical world. Protect the people in it.
Video privacy for teams collecting, curating and distributing robotics data.
CAPTURE CONDITIONS
Your environment is the test.
Mobile & egocentric
Test changing viewpoints, people entering the frame, camera motion and brief exposure of identifying details.
Dataset delivery
Define a repeatable policy for processed video, review records and the data that can leave your environment.
PUBLIC DATA EXAMPLES
Real manipulation footage.
Arranging bottles on a kitchen counter.
Unfolding cloth in a workspace.
DROID Dataset Team (Khazatsky et al., 2024), CC BY 4.0. These are public source previews, not PII Zero redaction results or customer deployments. Sources and attribution.
For a pilot, assess both privacy coverage and the effect of redaction on the signals your learning task needs. These examples do not establish preservation of model performance.
LET'S BUILD YOUR EVALUATION
Start with your footage.
Bring your data requirements. We’ll work through coverage, deployment and an evaluation on a representative sample.
15-minute introduction. No footage upload required.