IMAGE
COMMERCIAL
LABELED
Gather three or more near-identical items in one frame, photograph close enough to show the differences, write what distinguishes them. Obviously different objects, groups under three and unnamed features are refused; ten per contributor, from a global base strongest in Southeast Asia, the United States and Europe. The note is free text that tells you where to look; object classes are uncontrolled, spreading the set across household, retail and workshop items: general fine-grained discrimination, not one domain. Fine-grained data usually needs an expert labeler; here it is the owner, who knows which is which. A VLM that can name the distinguishing feature is doing something most still cannot; the human answer is the reference.
Volume
5,000+
Images
Contributors
1,000+
Regions
100+ countries
Updated
What’s in the collection and how it’s delivered.
Data modality
Images
Annotated
Labeled (distinguishing feature)
Exclusivity
Non-exclusive rights
Capture tool
Phone camera (in app)
Use cases
Fine-grained visual discrimination, VLM attribute and difference description, near-duplicate item retrieval
Format
JPG / PNG / HEIC
Resolution
Native phone camera resolution (JPG, PNG, HEIC)
Total volume
5,000+ images (approx. 15 GB)
Regions
100+ 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.



