Vibe Workflows

Hemp Hurd Analysis: Size and Color Metrics

Industrial Crops & Quality Control

Hemp hurd characterization using morphology distributions and calibrated color index to measure particle size, color consistency, and contamination indicators.

Hemp Hurd Analysis: Size and Color Metrics

Problem

Hurd particle size and color vary with decortication and processing; inconsistent sizing reduces market value and limits application suitability.

Vibe solution

Imaging-based morphology to quantify hurd size distributions and calibrated color metrics, producing traceable exports for QC and specification compliance.

Measured outcomes

Standardized hurd size and color reporting to support product classification, supplier comparisons, and process optimization.

Partners

Vibe Imaging Analytics

More workflows with Vibe

Industrial Crops & Quality Control

Hemp Fiber Analysis: Color Characterization

Color-focused hemp fiber analysis using calibrated L*a*b* imaging to quantify fiber color consistency, off-color rates, and batch-to-batch variation.

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.