Everyday first-person video for navigation and spatial reasoning
First-person footage of daily life on the move — walking, errands, transit — for navigation, spatial reasoning, and world models.
Navigation and spatial-reasoning models need first-person motion through real, varied environments at natural pace. Lab capture produces too little variety, and the distribution gap to the real world hurts generalization.
Creators capture chest- and head-mounted footage of everyday activity — walking through cities, parks and markets, running errands, using transit — across a global base, at natural pace, opt-in and licensed.
- 01
Define environments
Specify the mix — urban, suburban, natural, crowded, quiet.
- 02
Capture on the move
Creators record steady first-person daily activity.
- 03
Review for variety
Check stability and resolution; balance environment coverage.
- 04
License & deliver
Deliver consented footage in continuous batches.
Trains navigation, spatial reasoning, daily-activity understanding, and world models — narrowing the gap between training data and real deployment with first-person coverage across genuinely diverse settings.
Specs are illustrative of a representative engagement, not a fixed product sheet — every campaign and POD capture is scoped to the buyer.
Related case studies
First-person household tasks for home robotics
Egocentric video of real home and kitchen tasks — the manipulation data home-robotics and assistive-agent teams cite as their biggest bottleneck.
Read case study
Gameplay video for world models and game-playing agents
Real human gameplay across genres — the controllable, physics-rich video that world models, sim-to-real RL, and game-playing agents train on.
Read case studyRare-environment first-person video for long-tail robustness
Egocentric footage from unusual places and edge-case activities — the long-tail coverage that makes physical-AI models robust where common data can’t.
Read case studyQuestions, answered plainly
Have a dataset to build, or footage to earn from?
Buyers: tell us what you're training and we'll scope the supply — marketplace, in-house POD, or both. Creators: browse funded campaigns and get paid for your content and your time.