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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.
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Beans Grading and Quality Analysis
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.

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