Vibe Workflows

Mixed Rice Ratio Analysis: Basmati, Brown, Red and Wild

Food Science & Quality Control

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

Mixed Rice Ratio Analysis: Basmati, Brown, Red and Wild

Problem

Mixed lots are hard to quantify consistently with visual inspection, especially across operators and sites. Small color shifts, similar shapes, and partial breakage make manual ratio estimates noisy and non-repeatable.

Vibe solution

Imaging-based segmentation + classification using morphology features (length/width, shape, broken kernels) and calibrated color index to estimate component ratios, distributions, and contamination signals. Results exported to CSV/Excel for QC baselines.

Measured outcomes

Reliable, repeatable mix-ratio outputs suitable for batch comparison, supplier validation, and standardized QC thresholds.

Partners

Vibe Imaging Analytics

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Brown Long Grain Rice Analysis

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