Training data for robotics & AI
Real-world data for machines that learn from people.
Egocentric video of skilled manual work, sold by the hour. Original drone and camera footage. A professional photo archive with full metadata. All owned outright, with signed releases.
Woodworking & Carpentry
First-person task video
- task
- woodworking / joinery
- view
- egocentric, head-mounted
- volume
- 1 h · 2 h · 10 h · 20 h · custom
- metadata
- task, environment, duration, device
- releases
- signed, per participant
- delivery
- private cloud link
Original
Every frame shot by us or commissioned by us — nothing scraped.
Fully released
Signed releases from every participant and location.
Licensed for AI
Cleared for model training and commercial use.
Recorded to order
Any trade, any task, from 1 hour to hundreds.
Catalog
Four kinds of data. One standard of rights.
Egocentric Task Video
First-person video of skilled manual work for robot learning.
Aerial & Drone Footage
Original drone footage with full rights and releases.
Ground Camera Footage
Real-world video from handheld and tripod cameras.
Stock Photo Archive
Professional photography with structured metadata.
Egocentric task video
Hours of real craft, seen through the worker's eyes.
Skilled people wear a head-mounted camera through full working sessions. You buy 1, 2, 10, 20 or more hours of the same task — the demonstration data robots need to learn manipulation.
Woodworking & Carpentry
Measuring, cutting, sanding, joining and finishing wood by hand and with power tools.
Welding & Metalwork
Preparation, fitting, welding and grinding of metal parts.
Professional Kitchen
Prep, cooking, plating and cleaning in a working kitchen.
Masonry & Construction
Bricklaying, plastering, tiling and general building work.
Tailoring & Sewing
Cutting fabric, machine and hand sewing, fitting and finishing.
Auto Mechanics
Diagnostics, disassembly, part replacement and reassembly of vehicles.
How buying works
No checkout. A conversation, a contract, a download link.
- 01
Choose
Pick datasets and volumes — hours of video, number of clips or images.
- 02
Request
Send the request with your details. No payment on the site.
- 03
Agree & pay
We confirm availability, quote and license. Pay by bank transfer or Payoneer.
- 04
Receive
Files arrive by private cloud link, with a full metadata manifest.
What is egocentric video data and why do robots need it?+
Egocentric video is recorded from a camera worn on a person's head, so it shows the task exactly as the worker sees it: hands, tools, objects and the order of actions. Robotics teams use it to pre-train manipulation and imitation-learning models, build vision-language-action (VLA) models, and teach humanoid robots how real tasks are performed.
How is egocentric data sold — by the hour?+
Yes. Egocentric task video is sold by recorded hours of the same task: for example 1, 2, 5, 10, 20 or 50 hours of woodworking or kitchen work. Larger volumes and custom tasks are recorded to order.
Can you record a specific task for us?+
Yes. Tell us the trade, environment, task protocol and the number of hours you need. We recruit skilled workers, equip them with head-mounted cameras, record to your specification and deliver with session metadata.
Do you own the rights to the footage and photos?+
Yes. Every video and photo was shot by us or commissioned by us. We hold full rights and signed releases from every participant, and each order is licensed for AI/ML training and commercial use. See the Licensing page for details.
How do I buy data?+
Add the datasets and volumes you need to a request and send it with your contact details. We reply within one business day with availability, a quote and license terms. After payment we deliver the files through a private cloud download link.
Need a task we haven't recorded yet?
Describe the trade, environment and hours. We recruit, record and deliver — with releases signed and metadata attached.
Start a custom request