Vibe Workflows
Pea Phenotyping and Grading Using QM3i Analyzer
Seed Quality & Breeding
Rapid pea phenotyping and grading using morphology distributions, calibrated color index, defect detection, and severity scoring with traceable 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 + calibrated 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.
Partners
Vibe Imaging Analytics


