I will clean, deduplicate, and curate your image dataset for ai training
About this Gig
Paying to label thousands of near-identical images wastes money. We clean your dataset and keep only the images worth training on.
SERVICES
- Remove exact and near-duplicate images
- Remove blurry, dark, corrupted, and off-topic files
- Select a varied subset from long video frame dumps
- Organize files into clear folders by class or source
DELIVERABLES
- Cleaned dataset, organized and renamed consistently
- Removed files kept in a separate folder, never deleted
- Cleaning report: files removed, reasons, and final counts
- Selection summary showing coverage of scenes and conditions (Standard and Premium)
WHY WORK WITH US
- AI similarity detection plus human checking
- Lower labeling costs, since you only label what matters
- Nothing lost, since removed files are returned to you
- Fast turnaround on large folders
FREE SAMPLE
Send 200 images and we'll show you what we'd remove.
Technique:
Automated
Tagging type:
Image
FAQ
How do you decide what's a near-duplicate?
We use visual similarity scoring, then a person reviews borderline cases.
Do you delete anything?
Never. Removed files go into a separate folder and are returned to you
Can you work with frames from videos?
Yes. This is where the biggest savings are, since video frames repeat heavily.

