VIDEO
COMMERCIAL
RAW
The phone is set where it can see both hands and the work, and recording runs unbroken from first tool to finished job. Hands leaving frame, edited or sped-up footage, staged demonstrations and anything unsafe are excluded, one clip per contributor, so hands, tools and workshops vary, from repair stalls to suburban garages across a global base. Regrasps, bracing a part with one hand while working with the other, changing force when something resists, the finicky part nobody edits in: these clips hold it. Dexterous two-handed tool use is the thinnest slice of every manipulation dataset we know, because a teleoperator has neither the feedback nor the skill to produce it.
Volume
5,000+
Clips
Contributors
5,000+
Regions
100+ countries
Updated
What’s in the collection and how it’s delivered.
Data modality
Video
Annotated
Raw (no labels)
Exclusivity
Non-exclusive rights
Capture tool
Phone camera (in app)
Use cases
Dexterous bimanual manipulation learning, tool-use and regrasp modeling, long-horizon repair understanding
Format
MP4 / MOV
Resolution
720p to 4K as recorded, 30 fps typical (MP4, MOV)
Total volume
5,000+ clips (approx. 2 TB)
Regions
100+ countries
Purity level
99%+ passed QA review
Where this data comes from and how it’s licensed.
Every file comes straight from the contributor who provided it and is rights-cleared before it’s listed, so your license traces back to the source.
Contributor
Provides the data and uploads it straight to Kled.
Kled
Clears the rights before anything is listed.
Your team
Licenses it under the terms below.
License terms
Non-exclusive commercial training license.
Consent
Each contributor opted in to this use when they uploaded.
Specs reflect the current collection and may change as new data is added. Final terms are set in your license agreement.



