IMAGE
COMMERCIAL
RAW
When the weather turns, photograph a normal scene through it (a street, a market, a road) and stay safe and dry. Clear-weather images and anything with weather effects added in editing are rejected. The task runs in 11 Southeast Asian countries and nowhere else, so the conditions are monsoon downpour, standing floodwater, tropical fog and heat haze, not Scandinavian snow, with their glare and reflections. No condition labels are included; the degradation type is evident and easy to label. Several weather-robustness benchmarks (Foggy Cityscapes, Rain100) are synthetic rain and fog layered onto clear images, the real adverse-weather sets are driving-centric, and real adverse weather keeps showing the gap; the tropics supply the real thing daily.
Volume
10,000+
Photos
Contributors
400+
Regions
Southeast Asia (11 countries)
Updated
What’s in the collection and how it’s delivered.
Data modality
Images
Annotated
Raw (no labels)
Exclusivity
Non-exclusive rights
Capture tool
Phone camera (in app)
Use cases
Adverse-weather perception evaluation, weather-robust detection fine-tuning, real-weather image restoration
Format
JPG / PNG / HEIC
Resolution
Native phone camera resolution (JPG, PNG, HEIC)
Total volume
10,000+ photos (approx. 30 GB)
Regions
Southeast Asia (11 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.



