Vibe Workflows

Basmati Rice Classification and Premium Grading

Food Science & Quality Control

Basmati rice classification using per-grain length, length/width ratio, calibrated color index, and premium-grade specification compliance checks.

Basmati Rice Classification and Premium Grading

Problem

Basmati premium grades require strict length and appearance standards; manual measurement is slow, inconsistent, and insufficient for export compliance.

Vibe solution

Per-grain length and shape measurement with calibrated color index, producing distributions and specification compliance flags with traceable exports.

Measured outcomes

Reliable premium-grade basmati classification, reduced disputes, and consistent buyer-facing documentation for export markets.

Partners

Vibe Imaging Analytics

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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.

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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.