Pea Phenotyping and Grading Using QM3i Analyzer
Rapid pea phenotyping and grading using morphology distributions, color index, defect detection, and severity scoring with structured exports.

Problem
Visual grading introduces subjectivity and limits throughput, especially when comparing trials, sites, and seasons or enforcing consistent QC baselines.
Vibe solution
Automated phenotyping pipeline exporting per-grain morphology distributions + color index metrics, plus defect/purity indicators and severity scoring to CSV/Excel.
Measured outcomes
Repeatable pea phenotyping with high throughput, reduced operator bias, and better comparability across experiments and production lots.
This workflow is part of Vibe's Peas analysis & imaging workflows Visit the crop page for the full set of measurements, traits, varieties, and related analysis methods.

