Beans Grading and Quality Analysis
Automated bean inspection for morphology distributions, 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 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, measurements for evaluating sample uniformity, and more consistent packaging/export decisions backed by structured records.
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.
