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Oat Analysis Using QM3i Analyzer

Grain Quality & Research
Oat imaging workflow for phenotyping and QC with morphology distributions, calibrated color index, purity screening, and traceable exports.
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Oat Analysis Using QM3i Analyzer
Problem

Manual screening doesn't scale for high-throughput phenotyping or QC, and results vary across operators and seasons.

Vibe solution

Automated imaging and measurement export with calibrated color index, distributions, and optional defect/purity indicators for consistent reporting.

Measured outcomes

Higher throughput and reproducible oat measurements across seasons, sites, and research programs.

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Teff Grain Analysis and Phenotyping
Grain Quality & Research
Teff Grain Analysis and Phenotyping

Teff digital phenotyping at micro-grain scale with calibrated color index, purity screening, morphology distributions, and defect severity scoring.