Vibe Workflows

Beans Grading and Quality Analysis

Seed Quality & Food Science

Automated bean inspection for morphology distributions, calibrated color index, defect detection, and severity scoring to standardize grading.

Problem

Manual grading is inconsistent, especially for subtle skin damage, micro-cracks, and small color deviations. Operator bias and fatigue reduce repeatability and make it hard to maintain consistent QC baselines.

Vibe solution

High-resolution imaging to measure size/shape distributions and classify defects, plus calibrated color index to quantify color consistency and off-color rates. Outputs include defect severity scores and CSV/Excel exports for reporting.

Measured outcomes

Standardized grading results, improved lot uniformity, and more consistent packaging/export decisions backed by traceable data.

This workflow is part of Vibe's Beans analysis & imaging workflows. Visit the crop page for the full set of measurements, traits, varieties, and related analysis methods.

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.

Seed Quality & Food Science

Green Lentils Grading and Quality Analysis

Green lentil grading with size distributions, calibrated color index, surface defect detection, and severity scoring for consistent market classification.

Seed Quality & Food Science

Orange/Red Lentils Purity and De-hulling Analysis

Orange/red lentil analysis with calibrated color index, un-hulled detection, purity screening, and severity scoring to optimize de-hulling and final product quality.