Egocentric data collected by real workers in real workplaces, on high-end multisensor devices.
Every recorded worker signed a consent and IP assignment before their first shift. IP in the recordings is assigned to vfrog to the fullest extent the law allows, with an irrevocable, perpetual, worldwide, sublicensable licence where assignment is not possible. Express consent to biometric processing. Compensated, voluntary, withdrawable only prospectively.
The facility manager signed a location release and premises consent authorising recording of the site and its work processes, and granting vfrog and its customers a perpetual, worldwide, royalty-free, sublicensable licence to the recordings and derived datasets.
vfrog, Inc. licenses to you non-exclusively, per recorded hour. Anonymised before delivery, no audio, provenance record on every hour. Consent and premises agreements available under NDA.
Recorded across 5 live rigs — September 2026, growing daily.
Thirty minutes of recorded hours, opened on the Azimov platform exactly as collected. Step through the episodes, check the labels and action tokens, inspect every sensor stream. Nothing to download, nothing to pay.
Non-exclusive, priced per recorded hour, with a 30-day money-back guarantee. One collected hour serves many labs, which is what keeps the price where it is.
Six global-shutter cameras, 1 kHz IMU, head pose and hand tracking, synchronised to the microsecond.
300 recorded hours of facility maintenance as of September 2026, growing daily. Ask for the current figure.
Recorded hours with obvious device misuse removed and nothing else filtered. Your team curates. Curation to your spec is a separate delivery.
No. One collected hour serves many labs, which is what keeps the price where it is.
Two options at checkout: a LeRobot-compatible package, or raw MP4 plus sidecar JSON for teams with their own pipeline. Both ship with a Hugging Face dataset card, calibration files and a per-episode provenance record. No audio.
Raw recordings are anonymised in-region, then exported to US storage, which is the archive you retrieve from.
No. The audit runs on the platform. Licensed hours ship in the formats above.