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.
Partners
Vibe Imaging Analytics
