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.

Pea Phenotyping and Grading Using QM3i Analyzer

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.

This workflow is part of Vibe's Pea analysis & imaging workflows. Visit the crop page for the full set of measurements, traits, varieties, and related analysis methods.

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Yellow Pea Quality and Color Grading

Yellow pea grading using calibrated color index, split/break detection, morphology distributions, and defect severity scoring.

Seed Quality & Food Science

Peas Bleaching Assessment

Quantitative bleaching assessment for peas using calibrated color index and yellow index to measure bleach uniformity, over-bleaching, and batch-to-batch consistency.

Seed Quality & Breeding

Quinoa Phenotyping and Seed Grading

Automated quinoa phenotyping for morphology distributions, calibrated color index, uniformity scoring, and defect/purity screening at scale.