Vibe Workflows

Barley Grading Using QM3i Analyzer

Malting & Feed Research

Barley grading with plumpness and size distributions, calibrated color index, defect/purity screening, and severity scoring for standardized QC.

Problem

Traditional grading is slow and operator-dependent, limiting reproducibility for malting and feed quality decisions.

Vibe solution

Imaging-based grading pipeline exporting morphology distributions, calibrated color index, and defect/purity indicators with severity scoring and traceable reports.

Measured outcomes

Standardized barley grading and faster batch comparison with stronger decision confidence for malting and feed specs.

Partners

Vibe Imaging Analytics

More workflows with Vibe

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.

Breeding & Grain Quality

Sorghum Analysis and Grading Using QM3i Analyzer

High-throughput sorghum grading with digital phenotyping, morphology distributions, calibrated color index, and defect/purity screening.