Vibe Workflows
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.

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.
Partners
Vibe Imaging Analytics


