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Vision Packaging DetectionAnomaly

Pack Vision — Logos, Seals, Embossing & Foils

Inspects packaging components — logos, seals, embossing, foils, textures — verifying presence and correct position at high production speed.

Pack Vision — Logos, Seals, Embossing & Foils
Full-pack
feature check

/ The Challenge

Missing foils and mis-registered embossing damaged premium-brand presentation with no automated check.

/ What We Deployed

Detection verifies each required pack feature and its position per unit, rejecting mismatches instantly.

/ The Results

  • Every pack feature verified
  • Premium presentation protected
  • High-speed capable

Built With

Core Vision Engine
CT Garud
AI defect detection & segmentation — 10+ defect types in one frame, <50ms per inference.
Explore →

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 →
Label Inspection System
Vision Packaging
Label Inspection System
Verifies correct label, placement, orientation, and print quality — including logo, text, and barcode content on every product.
ID + position one pass Case study →

/ Get Started

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