IMAGE
COMMERCIAL
RAW
Stand back far enough to fit the whole shelf, keep the price labels legible, keep staff and customers out of frame. That is the capture rule, and single-product close-ups, unreadable prices and anything with a face in it are not accepted. The task runs only in 11 Southeast Asian countries, where sari-sari stores, warungs and wet markets sit alongside supermarket chains, each with its own product mix, label formats and lighting. The set ships without product boxes or SKU labels; dense-shelf detection is the usual annotation. SKU-110K and RP2K, the shelf sets most teams train on, are academic-only and show no Philippine or Indonesian shelf.
Volume
50,000+
Photos
Contributors
2,000+
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
Dense shelf product detection, shelf-edge price label OCR, planogram compliance and out-of-stock detection
Format
JPG / PNG / HEIC
Resolution
Native phone camera resolution (JPG, PNG, HEIC)
Total volume
50,000+ photos (approx. 150 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.



