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English
$
USD
I will perform quality assurance and clean your dataset
About this Gig
I will perform quality assurance and clean your dataset for accuracy.
Offer:
- Check annotation accuracy
- Remove duplicate entries
- Fix labeling errors
- Validate dataset consistency
- Create QA reports in Google Sheets
For datasets above 10,000 items, please message me for a custom enterprise quote.
Technology:
Excel
•
Google Sheets
•
Microsoft Word
Data type:
Numeric
•
String
•
Date
•
Free text
•
Custom
FAQ
What annotation tools and formats do you support?
I work with popular annotation tools such as CVAT, Labelbox, Roboflow, and Supervisely. I can deliver datasets in YOLO, COCO JSON, Pascal VOC, CSV, or custom formats based on your project requirements.
What does your quality assurance (QA) process include?
My QA process includes: Checking annotation accuracy and label correctness Identifying missing or incorrect bounding boxes / segmentation Fixing labeling inconsistencies Removing duplicates and validating dataset structure Providing a structured QA report (Google Sheets or Excel)
Can you handle large datasets or ongoing projects?
Yes. I have experience working on high-volume AI datasets and supervising annotation teams. For large or long-term projects (10,000+ items), please message me first so we can discuss timelines, quality expectations, and a custom offer.
