VIDEO
COMMERCIAL
RAW
Most of a walk is uneventful; the hard part for a navigation model is the handful of moments where the path forks, the entrance is ambiguous, stairs or ramp must be chosen, the crossing timed. Contributors film short clips at those points, the approach and the choice, in the cities of a global base strongest in Southeast Asia, the United States and Europe, where sidewalks, crossings and entrances follow conventions no single-country navigation set encodes. Phone footage; no route labels, GPS traces or annotations, and the clip boundaries themselves mark the decision point. A focused complement to the chest-height walking video, which supplies the continuous footage, sized for fine-tuning and evaluating sidewalk-robot and pedestrian-navigation policies.
Volume
10,000+
Clips
Contributors
1,200+
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 or uploads
Use cases
Pedestrian navigation policy fine-tuning, decision-point recognition for sidewalk robots, route-choice models
Format
MP4 / MOV
Resolution
720p to 4K as recorded, 30 fps typical (MP4, MOV)
Total volume
10,000+ clips (approx. 1.2 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.



