First person. First hand.
We film, measure and label manual work for teams training world models and robots.
Who we are.
Four-Vectors Automation Private Limited, Agra, India, led by Aditya Garg. We supply organisations, not individuals.
The workers film it.
On their own shifts, with head or chest cameras, paid per accepted hour.
Checked before it ships.
Every clip passes the published gates before it enters a delivery.
What we make of it.
Robot hands, hand patterns, robot video and measured depth, from our own footage.
Who builds it.
Engineers working with the collection teams on capture, telemetry, labelling and delivery hold affiliations with Georgia Tech, Northwestern University, the University of Pennsylvania, IIT Roorkee, IIT Delhi, IIT Bombay and Carnegie Mellon University. These are individual engineers' affiliations; no institution endorses kollected or reviews its data.
An open release, planned.
About 1,000 hours, for anyone to inspect. Not live. Email us to hear when it is published.
Free for research.
Up to 100 hours for a citation, through the labs programme.
Consent first.
How workers consent, and how faces and minors are handled: the consent policy.
Say hello.
Prices: the quote builder. Data: the free sample. No account needed.
Where we deliver.
- United States
- United Kingdom
- Germany
- France
- Switzerland
- Netherlands
- Japan
- South Korea
- Singapore
- Canada
- Israel
- India
With thanks.
Every third-party model behind our renders, with its licence, on Why Ego.