IMAGE
COMMERCIAL
RAW
We asked for the opposite of a handwriting sample: a page the contributor had already written for themselves, laid flat and photographed from directly above. Printed pages, other people's writing and faint or skewed shots are sent back, and the brief says plainly that messy beats neat. Contributors are worldwide, strongest in Southeast Asia, the United States and Europe, so expect English alongside Indonesian, Malay, Filipino, Hindi and French; language is not tagged, and there are no transcriptions. IAM, the corpus most recognizers still rest on, is small, English, careful and non-commercial; this is the hurried, multi-script handwriting it lacks, with a commercial license.
Volume
500,000+
Pages
Contributors
17,000+
Regions
100+ 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
Handwriting recognition across scripts, writer identification and style variation, handwriting synthesis
Format
JPG / PNG / HEIC
Resolution
Native phone camera resolution (JPG, PNG, HEIC)
Total volume
500,000+ pages (approx. 1.5 TB)
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.



