LABELYST QUALITY REPORT

01-clean-classification.csv

90/100

Analysis incomplete

Excellent · 9 annotations · generated 10/2/2026, 6:45:56 PM · processed locally

Quality checks

Check	Flagged	Score	Context
Duplicate labels	0	100/100
Naming consistency	0	100/100
Capitalization	0	100/100
Empty / invalid labels	0	100/100
Invalid characters	0	100/100
Class balance	0	100/100	1.0x ratio (largest to smallest)
Class coverage	3	0/100	minimum 5 annotations per class
Cross-split leakage	0	Not checked	Not checked: image byte hashes are unavailable. Filenames alone cannot establish leakage.

Action plan

No issues were flagged.

Policy used

{
  "imbalanceRatio": 10,
  "minimumClassSize": 5,
  "smallBoxAreaRatio": 0.001,
  "extremeAspectRatio": 10,
  "crowdedImageLimit": 100,
  "overlapIou": 0.7,
  "duplicateIou": 0.95,
  "darkBrightness": 45,
  "brightBrightness": 220,
  "lowContrast": 18,
  "blurSharpness": 35,
  "maxImageSamples": 500
}