Vibe Workflows

Forbidden Black Rice Purity Analysis

Specialty Grains

Specialty black rice purity certification using calibrated color segmentation, off-type detection, and traceable purity reporting.

Problem

Cross-contamination with lighter grains is highly visible and devalues the product; manual purity estimates are slow and inconsistent.

Vibe solution

Color-based segmentation with calibrated thresholds to identify off-type grains and quantify contamination %, supported by morphology distributions and exports.

Measured outcomes

Purity certification and consistent grading for high-value specialty markets with audit-ready documentation.

Partners

Vibe Imaging Analytics

More workflows with Vibe

Specialty Grains

Wild Rice Classification and Purity Analysis

Wild rice classification and purity analysis using morphology, calibrated color index, and off-type detection for specialty market compliance.

Seed Quality & Food Science

Lentils Analysis and Purity Test Using QM3i Analyzer

Automated digital inspection of lentil purity, calibrated color index, morphology distributions, and defect severity scoring using the QM3i Analyzer.

Food Science & Quality Control

Mixed Rice Ratio Analysis: Basmati, Brown, Red and Wild

Quantify mix ratios and composition in mixed rice using calibrated imaging, segmentation, morphology, and color index classification.