Vibe Workflows

Short Rice Classification and Grading

Food Science & Quality Control

Short rice classification using morphology (length/width ratio, thickness), calibrated color index, and defect screening for standardized lot grading.

Problem

Short rice varieties require specific calibration thresholds; manual classification struggles to maintain consistency across operators and facilities.

Vibe solution

Per-grain morphology measurement and color index calibrated to short rice specifications, with distributions and defect scoring exported for QC baselines.

Measured outcomes

Consistent short rice grade assignments, faster lot classification, and traceable documentation for compliance and buyer specifications.

Partners

Vibe Imaging Analytics

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Food Science & Quality Control

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Quantify mix ratios and composition in mixed rice using calibrated imaging, segmentation, morphology, and color index classification.

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Brown Basmati Rice Grading

Brown basmati QC with per-grain length/width distributions, calibrated color index, and compliance checks for premium long-grain standards.

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Milled Long Grain Rice Analysis

Milled long-grain rice analysis for whiteness/color index, chalkiness detection, broken kernels, and defect severity scoring via calibrated imaging.