Vibe Workflows

Rice Broken Grain Detection

Grain Processing

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

Problem

Broken grain percentage directly affects milling yield and 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, reliable milling yield indicators, and consistent QC records aligned with USDA 7301 and ISO rice standard grading thresholds.

Partners

Vibe Imaging Analytics

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