Vibe Workflows
Wild Rice Classification and Purity Analysis
Specialty Grains
Wild rice classification and purity analysis using morphology, calibrated color index, and off-type detection for specialty market compliance.

Problem
Wild rice purity is critical for premium markets; contamination with other rice types or off-types is difficult to quantify consistently.
Vibe solution
Color-based segmentation and morphology classification to identify wild rice grains versus off-types, quantify purity percentage, and produce traceable lot reports.
Measured outcomes
Objective purity certification for wild rice lots, faster classification, and consistent documentation for specialty and export markets.
Partners
Vibe Imaging Analytics

