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Vision Packaging Anomaly

Sticker Dent, Damage & Alignment Inspection

Inspects stickers for dents, wrinkles, damage, and misalignment — verifying print quality and surface condition automatically.

Sticker Dent, Damage & Alignment Inspection
Per-unit
grading

/ The Challenge

Wrinkled and misaligned stickers hurt shelf presentation and hid printed information.

/ What We Deployed

Surface and alignment models grade each applied sticker, rejecting wrinkles, tears, and skewed application.

/ The Results

  • Application quality graded per unit
  • Skewed stickers rejected
  • Shelf presentation held

Built With

Unsupervised AI
Anomaly Detection
Trained on good parts only — flags any surface deviation. No defect labelling. Ideal for castings.
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Core Vision Engine
CT Garud
AI defect detection & segmentation — 10+ defect types in one frame, <50ms per inference.
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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 →
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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