Vibe Workflows

Milled Long Grain Rice Analysis

Food Science & Quality Control

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

Problem

Chalkiness and breakage reduce value, but visual inspection struggles to quantify chalkiness consistently and misses distribution-level changes across lots.

Vibe solution

AI detection of broken grains and chalky regions plus calibrated color index outputs (whiteness consistency) and morphology distributions. Severity scores and exports enable strict QC tiering.

Measured outcomes

Higher market value through consistent grading, clear tier definitions, and traceable reporting for suppliers and customers.

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

Brown Long Grain Rice Analysis

Digital grading for brown long-grain rice using morphology distributions, bran-layer color index, and kernel integrity screening.