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Robotics training data · now taking requests
Real-world footage, captured to order, for robots that learn.
Robotics teams post tasks. Creators film them. Every clip ships licensed, fingerprinted and ready for training.
01
Robotics teams
I need training data
✓
Post a task with length, shape and must-haves
✓
Review previews, accept only what fits
✓
Pay per accepted clip, licence included
Request footage
02
Creators
I film for robots
✓
Pick open tasks that match your setup
✓
Shoot on a phone, headset or rig
✓
Get paid for every accepted clip, plus catalogue sales
Start creating
Consent
On file for every clip
Provenance
Fingerprinted at intake
Origin
Human-made, duplicate-checked
Licence
Clear, per-use terms
01
Open tasks
Paid tasks, live now.
See all tasks
Post a task
02
How it works
Two sides, one loop.
For robotics teams
01
Post a task
Describe the behaviour, environment, length, orientation and resolution. Set pay per clip and how many you need.
02
Review submissions
Watch watermarked previews as they come in. Accept the clips that match the checklist, reject the rest.
03
Download with a licence
Accepted clips land in your library with an AI-training licence and a provenance record for each file.
For creators
01
Pick a task
Open tasks show pay, deadline and exactly what to capture. Filter by shape, length and your kit.
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Shoot and submit
Upload from a phone, headset or rig. We fingerprint every file, block duplicates and cut a preview.
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Get paid
Earn on every accepted clip and on catalogue sales. Payouts go out through Stripe.
03
What we capture
The footage robot learning runs on.
Manipulation
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Manipulation
Grasping, placing, pouring, folding. Third-person and wrist views with success labels.
Teleoperation
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Teleoperation
Operator demonstrations on arms and humanoids, with the command stream when you have it.
Egocentric video
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Egocentric video
Head-mounted footage of everyday tasks in kitchens, warehouses and workshops.
Navigation
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Navigation
Walk-throughs of homes, offices and sites. Doors, stairs, clutter, people.
Failure cases
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Failure cases
Drops, slips, collisions and recoveries. The clips most datasets are missing.
Long-horizon tasks
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Long-horizon tasks
Multi-step chores filmed start to finish, narrated or silent, to your spec.
Get started
Request your first dataset, or earn from your first clip.
I need training data
I film for robots
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HUMXN
work
Robotics training data, captured to order.
Tasks
Catalogue
For robotics teams
For creators
© 2026 HUMXN Work · Every clip carries consent and provenance