Vibe Workflows

Canola Analysis Using QM3i Analyzer

Oil Crops & Quality Control

Canola characterization using morphology distributions, purity screening, defect severity scoring, and color index for repeatable QC and research.

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Problem

High-throughput labs need consistent distributions and defect signals without manual scoring; subjective checks reduce comparability across analyses.

Vibe solution

Imaging-based measurement pipeline exporting structured distributions, purity metrics, color index, and defect indicators with severity scoring.

Measured outcomes

Faster, repeatable canola reporting with stronger sample-to-sample comparability and standardized QC thresholds.

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

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Oil Crops & Quality Control

Flax Seeds Purity and Analysis

High-throughput flax analysis for purity, morphology distributions, color index, and foreign material detection with structured reporting.

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Lentils Analysis and Purity Test Using QM3i Analyzer

Automated digital inspection of lentil purity, color index, morphology distributions, and defect severity scoring using the QM3i Analyzer.

Food Science & Quality Control

Mixed Rice Ratio Analysis: Basmati, Brown, Red and Wild

Quantify mix ratios and composition in mixed rice using image-based segmentation, morphology, and color index classification.