Vibe Workflows

Hemp Seeds Purity and Grading

Seed Quality & Industrial Crops

Hemp seed grading for shell integrity, morphology distributions, purity screening, and defect severity scoring using calibrated imaging.

Problem

Whole hemp seeds require strict morphology checks; manual inspection misses cracked shells, empties, and small foreign material at scale.

Vibe solution

Automated imaging to detect cracked shells, empty seeds, foreign material, and morphology distributions with traceable CSV/Excel exports for QC control.

Measured outcomes

Standardized quality metrics for raw hemp lots and breeding stock with consistent reporting across suppliers.

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

More workflows with Vibe

Seed Quality & Industrial Crops

Hemp Hearts Analysis

Hemp seed/hearts QC using morphology distributions, calibrated color index, purity screening, and defect severity scoring at high throughput.

Seed Quality & Industrial Crops

Hemp Immature Seed Detection

Automated detection and quantification of immature hemp seeds using calibrated imaging, morphology, and color index to support lot acceptance and process optimization.

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.