Free tool I built to score dataset quality (LQS) — feedback welcome [D]
Reddit - Machine Learning
1 min read
About this article
We built a Label Quality Score (LQS) system for our dataset marketplace and opened it up as a free standalone tool. Upload a dataset → get a 0–100 score broken down across 7 dimensions with specific flags for what's degrading quality. Supports CSV, Parquet, JSONL, COCO JSON, YOLO — most common ML formats. Link: labelsets.ai/quality-audit Not trying to pitch anything, genuinely want to know if the scoring makes sense to people who work with datasets professionally. Happy to discuss the methodo...
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Originally published on April 08, 2026.
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