Vibe Workflows

Rice Broken Grain Detection

Grain Processing

Automated broken rice grain detection and percentage measurement using morphology imaging for export grade compliance.

Problem

Broken grain percentage directly affects market grade; manual counting is slow, inconsistent, and inadequate for high-throughput processing lines.

Vibe solution

Per-grain morphology analysis classifying whole versus broken kernels, measuring broken percentage, and exporting distributions with traceable lot documentation.

Measured outcomes

Accurate broken-grain percentages and consistent QC records based on USDA, ISO 7301, and Codex rice grading thresholds.

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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Grain Processing

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Non-destructive paddy rice assessment using morphology, defect screening, and calibrated color index to predict milling performance and grain health.

Grain Processing

Parboiled Rice Quality Standards

Parboiled rice QC using calibrated color index and uniformity scoring to detect uneven processing signals batch-by-batch.

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.