IMAGE
COMMERCIAL
RAW
Nutrition panels in Southeast Asia use different layouts, mandatory fields, local-language ingredient names, halal and national registration marks, and little public data covers them at panel resolution; Open Food Facts is crowd photos under a ShareAlike license, heavily European. Contributors in the 11 Southeast Asian countries photograph the panel square on, every row in frame and no glare from the wrapper; partial panels, glare and curved angles are rejected. No field-level transcription is included, but the square-on framing makes table structure recognition and key-value extraction unusually clean to annotate. With the non-English packaging set it covers front of pack and back of pack.
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
Nutrition label OCR and table recognition, ingredient and allergen extraction, regulatory-format parsing
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.
