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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.
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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.

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Vibe Imaging Analytics

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Quinoa Phenotyping and Seed Grading
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.