Vibe Workflows
Basmati Rice Classification and Premium Grading
Food Science & Quality Control
Rice analysisBasmati rice classification using per-grain length, length/width ratio, calibrated color index, and premium-grade specification compliance checks.

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.
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.

