IMAGE
COMMERCIAL
RAW
Photograph the tag or the offer sign straight on, close enough that the digits are sharp; unreadable prices and steep angles do not get through review. The task runs only in 11 Southeast Asian countries, so expect pesos, rupiah, ringgit, baht and dong, label stock from electronic shelf labels to marker-pen cardboard, and promotional conventions (buy-one-take-one, bundle pricing, member prices). No transcriptions or price fields are included; the dense, small-format numerals are the annotation target and the close framing makes it a fast one. Price intelligence firms scrape the web and hold little imagery of physical in-store labeling, and existing OCR sets lean on North American and European shelf-edge formats.
Volume
25,000+
Photos
Contributors
1,000+
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
Price tag OCR and numeral recognition, promotion and discount parsing, shelf-edge label detection
Format
JPG / PNG / HEIC
Resolution
Native phone camera resolution (JPG, PNG, HEIC)
Total volume
25,000+ photos (approx. 75 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.



