Vibe Workflows

Chia Analysis Using QM3i Analyzer

Food Science & Quality Control

Chia analysis for morphology distributions, purity screening, calibrated color index, and defect severity scoring with traceable exports.

Problem

Small seeds amplify sampling and operator bias; reproducibility becomes the bottleneck when building consistent QC baselines across sites.

Vibe solution

High-density imaging + automated distributions, calibrated color index, and purity outputs exported for reporting, batch comparison, and trend monitoring.

Measured outcomes

Consistent chia QC baselines with faster lot comparison and clearer acceptance thresholds.

This workflow is part of Vibe's Chia analysis & imaging workflows. Visit the crop page for the full set of measurements, traits, varieties, and related analysis methods.

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.