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Packaging Code and Label RecognitionApplication Case Study

A packaging inspection case for food, pharmaceutical and daily-chemical lines, covering printed codes, label position, barcodes, seal status and package integrity.

Code OCRLabel InspectionPackage Integrity
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ScenarioFood and Pharma Vision
MethodCode OCR
OutputLabel Inspection
ReviewAcceptance-based
JIVISIONPackaging Code and Label RecognitionFood and Pharma Vision / JIVISION
Project Challenge

Scenario background and key pain points

  • Printed codes are affected by material, curvature, speed and ink, causing broken, blurred or missing characters.
  • Label position, orientation and barcode readability affect compliance and traceability.
  • Packaging lines run fast and need stable handling of multiple specifications and batches.
Technical Approach

JIVISION technical approach

  • Improve high-speed line imaging through triggered capture, strobe lighting and suitable viewing angles.
  • Combine OCR, barcode recognition, label-region detection and seal/package status judgment.
  • Support recipe switching, reject signals, batch records and report export.
Operating data and final acceptance indicators are confirmed through customer samples, onsite tests and agreed acceptance criteria.
Deliverables

Deliverable scope for project communication

ItemDescription
Code recognition moduleIncluded in the project delivery package and adjusted according to the final implementation scope.
Label-position inspectionIncluded in the project delivery package and adjusted according to the final implementation scope.
Reject interfacesIncluded in the project delivery package and adjusted according to the final implementation scope.
Batch reportsIncluded in the project delivery package and adjusted according to the final implementation scope.
Implementation Path

From sample validation to onsite delivery

The implementation path is adjusted according to sample quality, onsite constraints and acceptance requirements.

01Sample Review
02Imaging Plan
03PoC Test
04System Integration
05Onsite Acceptance
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Project Inquiry

Send a vision project brief and get an initial technical assessment

Please include the inspection target, sample status, speed and accuracy requirements, onsite environment and expected delivery format.