Vibe Workflows

Forbidden Black Rice Purity Analysis

Specialty Grains

Specialty black rice purity assessment using color-based segmentation, off-type detection, and structured purity reporting.

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Problem

Cross-contamination with lighter grains is highly visible and devalues the product; manual purity estimates are slow and inconsistent.

Vibe solution

Color-based segmentation with defined thresholds to identify off-type grains and quantify contamination %, supported by morphology distributions and exports.

Measured outcomes

Quantified purity indicators, consistent internal classification, and structured documentation for sample comparison.

This workflow is part of Vibe's Rice analysis & imaging workflows Visit the crop page for the full set of measurements, traits, varieties, and related analysis methods.

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Specialty Grains

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Wild rice classification and purity analysis using morphology, color index, and off-type detection for specialty market requirements.

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

Quantify mix ratios and composition in mixed rice using image-based segmentation, morphology, and color index classification.

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Paddy Rice Quality Analysis

Non-destructive paddy rice assessment using morphology, defect screening, and color index to capture visual indicators associated with milling performance and visible defects and kernel condition.