Rain, Fog, Flood and Haze (10,000 photos)

Rain, Fog, Flood and Haze (10,000 photos)

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

Technical specs

Technical specs

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

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