Vibe Workflows

Poppy Seed Phenotyping

Seed Quality & Breeding

Poppy seed phenotyping using morphology distributions, calibrated color index, and defect screening to support breeding selection and variety characterization.

Problem

Poppy seed lots vary in size, shape, and color across varieties; manual phenotyping is slow and lacks the consistency needed for breeding comparisons.

Vibe solution

Automated imaging workflow capturing per-seed morphology metrics and calibrated color index, with purity indicators and severity scoring exported for breeding program use.

Measured outcomes

Repeatable phenotyping data for poppy variety screening, faster selection cycles, and standardized measurements across trials.

Partners

Vibe Imaging Analytics

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Seed Quality & Breeding

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True potato seed phenotyping with morphology distributions, calibrated color index, defect/purity screening, and severity scoring for reproducible grading.

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Pea Phenotyping and Grading Using QM3i Analyzer

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