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Vision Packaging DetectionOCR / OCV

Label Inspection System

Verifies correct label, placement, orientation, and print quality — including logo, text, and barcode content on every product.

Label Inspection System
ID + position
one pass

/ The Challenge

Wrong or misapplied labels on the wrong product variant caused retail returns and brand damage.

/ What We Deployed

Detection plus OCR verifies label identity, position, wrinkle/tear condition, and content per product at line speed.

/ The Results

  • Wrong-label escapes stopped
  • Placement + wrinkle checked
  • Label content verified vs product

Built With

Core Vision Engine
CT Garud
AI defect detection & segmentation — 10+ defect types in one frame, <50ms per inference.
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OCR / OCV
CT OCR / OCV
Retrainable OCR for batch codes, expiry dates, CIJ, laser & emboss prints at up to 400 PPM.
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More in Packaging

Batch Code & Expiry Verification
Vision Packaging
Batch Code & Expiry Verification
Reads and verifies printed batch codes, expiry, and manufacturing dates against master data — plus print clarity and barcode quality checks.
100% codes verified Case study →
Barcode & QR Code Verification
Vision Packaging
Barcode & QR Code Verification
Reads and verifies barcodes and QR codes on products, cartons, and labels — readability, correctness, and print grade against the production database in real time.
Live DB validation Case study →
Color Verification System
Vision Packaging
Color Verification System
Confirms products are manufactured in the correct color and shade against predefined standards — catching variation, mixing errors, and wrong components.
Calibrated shade check Case study →

/ Get Started

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