Vibe Workflows

Brown Medium & Short Grain Analysis

Food Science & Quality Control

Medium/short grain brown rice analysis using thickness, sphericity, morphology distributions, and calibrated color index for standardized classification.

Problem

These varieties require specific calibration; manual checks struggle to enforce thickness standards and detect immature kernels consistently.

Vibe solution

Per-grain thickness and sphericity metrics + calibrated color index to classify grains and detect immaturity/outliers, exported as distributions for QC baselines.

Measured outcomes

Improved sorting accuracy and more consistent specialty brown rice grading decisions.

Partners

Vibe Imaging Analytics

More workflows with Vibe

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.

Food Science & Quality Control

Brown Basmati Rice Grading

Brown basmati QC with per-grain length/width distributions, calibrated color index, and compliance checks for premium long-grain standards.

Food Science & Quality Control

Milled Long Grain Rice Analysis

Milled long-grain rice analysis for whiteness/color index, chalkiness detection, broken kernels, and defect severity scoring via calibrated imaging.