Dataset refinery onboarding

Upload robotics data. Get reviewed. Reach physical AI buyers.

Submit egocentric video, RGB-D, teleoperation, robot logs, or annotation-ready data. Robotics teams can request datasets, enrichment, and custom collection.

Dataset refinery flow

manual review before marketplace

revenue-share eligible

Raw dataset

raw

egocentric video, RGB-D, teleop, robot logs

License review

reviewed

ownership, consent, source, restrictions

Annotation / enrichment

enriched

labels, metadata, QA, format cleanup

Buyer-ready listing

buyer-ready

searchable package for robotics teams

Provider and annotator accounts are reviewed before paid opportunities.
Create account

Account access

Choose account type

Providers and reviewers can start with drafts, source links, or annotation-ready files.

Continue as provider

What happens next

Provider path

  1. 1Create dataset draft
  2. 2Upload files or source links
  3. 3Add license and consent info
  4. 4Submit for review

Early Provider Program

Qualified dataset submissions may receive a $50 review bonus after verification.

Available for original, robotics-relevant, non-duplicate submissions with clear rights.

Verified datasets may become eligible for revenue-share when buyers request access, enrichment, or custom collection.

Continue with email

Use a work email for account access and review communications.

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Already on Hugging Face?

Keep your dataset there. Add it to HumanoidLayer to reach robotics buyers, clarify licensing, request enrichment, and become eligible for revenue-share.

HumanoidLayer is the robotics-specific commercial and enrichment layer on top of open dataset hosting.