Pack Assembly & Kit Inspection
Verify kit completeness and orientation—even with flexible components
Overview
Confirm all parts present and correctly placed in kits (tray/pouch), including flexible components.
Train on acceptable variation; flag missing/misplaced parts.
Key Capabilities
Presence/absence verification: Detect missing components in multi-part kits
Position/orientation checks: Confirm parts are correctly placed and oriented
Flexible part handling: AI learns acceptable variation in flexible components like tubing
Frequently Asked Questions
Can it handle kits with many small parts?
Yes. Train separate ROIs for each part type. The system confirms each component independently and provides clear rework guidance.
What about flexible components like tubes?
Deep learning models learn the acceptable variation in how flexible parts lay in the tray. They distinguish normal position variation from truly missing/misplaced parts.
How many kit configurations can one camera handle?
You can train multiple models for different SKUs or use a single multi-class model. Switch between recipes based on your production schedule.
Application Resources
Products for Pharma & Medical
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OV80i Vision System
Best for: micro-defects & precision measurement on small/reflective parts
OV20i Smart Camera
Best for: compact all-in-one surface/assembly checks and mixed defects
OV10i Smart Camera
Best for: fast classification & presence/absence (labels applied, kit completeness)