Vibe Workflows
Oats Groats: De-hulled Grain Quality Analysis
Grain Quality & Research
De-hulled oat groat analysis for breakage, morphology distributions, purity signals, and defect severity scoring using calibrated imaging.
Problem
After de-hulling, detecting groat breakage, heat damage, and residual husk consistently is difficult by eye and hard to standardize across shifts.
Vibe solution
Imaging workflow that segments groats, measures morphology distributions, flags broken kernels/heat damage, and quantifies residual husk. Exports support QC baselines and batch comparisons.
Measured outcomes
More accurate quality scoring for food-grade oat processing with repeatable, traceable reporting.
Partners
Vibe Imaging Analytics
