Share your dataset link
Send a Google Drive, Dropbox, OneDrive, or similar folder link to support@dataginai.com.
Image dataset cleaning service
Clean Your Image Dataset Fast
Share a Google Drive, Dropbox, OneDrive, or similar folder link with support@dataginai.com. DataGin AI cleans the dataset and sends back a cleaned package plus report.
1-3 days
typical turnaround
$50
starting price
Local-first
processing workflow
Why it matters
Bad image sets waste training cycles.
Blurry files, duplicates, wrong classes, irrelevant images, and low-signal samples can quietly damage model performance. The first win is not another model. It is a cleaner dataset.
How it works
Send a link. Get back a cleaner dataset.
We run the cleanup
Your image set is processed through DataGin AI's local dataset intelligence tools and spot-checked for practical cleanup quality.
You get the cleaned package
Receive clean, rejected, and needs-review folders plus a CSV report and short summary.
Cleanup targets
What we flag and separate.
Low-quality images
Blurry, dark, tiny, corrupt, or unusable files.
Duplicates
Duplicate and near-duplicate images that inflate the dataset.
Off-topic files
Images that do not match the intended class, product, defect, or scene.
Label issues
Obvious class-folder or label inconsistencies that need review.
Review candidates
Borderline examples separated for human decision instead of silent deletion.
Dataset summary
A practical report showing what was cleaned, rejected, and flagged.
Deliverables
Simple output you can inspect.
clean/
rejected/
needs_review/
dataset_report.csv
summary_report.md
Pricing
Simple pricing by image count.
Typical turnaround is 1-3 business days depending on dataset size and access speed.
Up to 5,000 images
$50
Up to 10,000 images
$85
10,001+ images
$85 + $10 per extra 1,000
Image counts over 10,000 are rounded up to the next 1,000-image block. Large or unusual datasets may require review before acceptance.
How to send your dataset
Email the share link.
Make sure the folder link allows access. If using Google Drive, set sharing to "Anyone with the link can view" or explicitly share the folder with support@dataginai.com.
Email support@dataginai.com with:
- Dataset share link
- Approximate image count
- Class or label structure, if any
- What you want removed or flagged
- Deadline, if any
Need more later?
Add-on services stay secondary.
Annotation cleanup
Mask review
Dataset optimization
Model training prep
Privacy and acceptance notes.
Your dataset is processed locally. We do not use your images to train public models.
No sensitive personal data, medical records, explicit content, or illegal material accepted.