VIDEO
COMMERCIAL
RAW
These are clips from ordinary dashcams on ordinary commutes, uploaded by contributors from their own devices, with stills alongside. Routes, vehicles and mounting positions vary by owner, which is noise for a calibrated sensor suite and signal for anyone testing perception on roads survey fleets cover thinly. The driving comes from a global base, Southeast Asian, American and European roads foremost, so two-wheeler traffic sits next to interstates and autobahns. There is no LiDAR, CAN bus or manual labeling; clips are MP4 or MOV as recorded. Waymo Open and nuScenes are non-commercial as downloaded; this is a long-tail stream alongside them.
Volume
1,200,000+
Clips
Contributors
6,000+
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
Dashcams
Use cases
Long-tail evaluation for driving perception, world-model video pretraining, weather and low-light robustness
Format
MP4 / MOV
Resolution
720p to 4K as recorded by the dashcam (MP4, MOV)
Total volume
1.2 million+ clips (approx. 180 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.
