Vibe Workflows

Canola Analysis Using QM3i Analyzer

Oil Crops & Quality Control

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

Problem

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

Vibe solution

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

Measured outcomes

Faster, repeatable canola reporting with stronger lot comparability and standardized QC thresholds.

Partners

Vibe Imaging Analytics

More workflows with Vibe

Oil Crops & Quality Control

Flax Seeds Purity and Analysis

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

Seed Quality & Food Science

Lentils Analysis and Purity Test Using QM3i Analyzer

Automated digital inspection of lentil purity, calibrated 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 calibrated imaging, segmentation, morphology, and color index classification.