Vibe Workflows
Lentils Analysis and Purity Test Using QM3i Analyzer
Seed Quality & Food Science
Automated digital inspection of lentil purity, calibrated color index, morphology distributions, and defect severity scoring using the QM3i Analyzer.

Problem
Purity and quality control often rely on manual inspection - slow, subjective, and difficult to reproduce across operators, sites, and seasons. Subtle defects (skin damage, discoloration, foreign material) are frequently missed or scored inconsistently.
Vibe solution
High-resolution imaging + AI segmentation/classification to quantify purity, detect broken/damaged seeds, discoloration, and foreign materials. Outputs include per-grain morphology metrics, calibrated color index, and defect severity scores with traceable CSV/Excel reports.
Measured outcomes
Repeatable, quantitative purity metrics at high throughput, consistent grading across lots and seasons, and audit-ready digital reporting for QC and export.
Partners
Vibe Imaging Analytics


