Vibe Workflows

Hemp Hearts Analysis

Seed Quality & Industrial Crops

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

Problem

Manual inspection struggles with subtle variation and consistent lot-to-lot control, especially when tolerances are tight for food-grade processing.

Vibe solution

Repeatable imaging workflows producing calibrated color index metrics, morphology distributions, and purity/defect indicators with traceable exports.

Measured outcomes

Objective, consistent hemp quality metrics and clearer acceptance thresholds for suppliers and processors.

Partners

Vibe Imaging Analytics

More workflows with Vibe

Seed Quality & Industrial Crops

Hemp Seeds Purity and Grading

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

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.

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.