IMAGE
COMMERCIAL
RAW
Every image was taken inside the Kled camera during the task and uploaded from the camera itself, never from the camera roll. Edited, filtered, screenshotted or re-compressed files are refused at review, so what arrives is the encoding the phone produced, with EXIF intact at upload. Subject matter is unconstrained, from contributors worldwide, strongest in Southeast Asia, the United States and Europe. Synthetic-image detectors are usually trained against real photos that have already been through a platform re-encoder; these have not, which makes them a camera-original control class that RAISE and Dresden offer only at small scale.
Volume
1,000,000+
Photos
Contributors
40,000+
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
Real-image control sets for synthetic detection, camera provenance and C2PA research, vision pretraining
Format
JPG / PNG / HEIC
Resolution
Native phone camera resolution (JPG, PNG, HEIC)
Total volume
1 million+ photos (approx. 3 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.



