IMAGE
COMMERCIAL
RAW
Contributors pick files from their own camera rolls, check that nothing private is visible, and upload them through the app. Review requires a camera capture with a short edge of at least 512 pixels and refuses screenshots, stock images, watermarked files, AI-generated images and duplicates. Stills are delivered in their original JPG, PNG or HEIC containers. The contributor base is global, strongest in Southeast Asia, the United States and Europe, so everyday life on three continents sits in one corpus. At 200 million files it is the largest pool on Kled and the one most relevant to anyone replacing scraped pretraining imagery with consented imagery.
Volume
200,000,000+
Files
Contributors
400,000+
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 roll
Use cases
Vision-language pretraining on consented imagery, geographic diversity augmentation, real-image negatives
Format
JPG / PNG / HEIC
Resolution
Native resolution as stored on the phone; 512 px minimum short edge
Total volume
200 million+ files (approx. 600 TB)
Regions
100+ countries
Purity level
QA review on every submission
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.
