Vision Packaging Classification

Color Verification System

Confirms products are manufactured in the correct color and shade against predefined standards — catching variation, mixing errors, and wrong components.

/ The Challenge

Shade drift and wrong-color components passed visual checks under factory lighting.

/ What We Deployed

Calibrated color classification compares every product to the standard, flagging drift and mixing errors immediately.

/ The Results

Shade drift caught early
Wrong-component mixes stopped
Complaints on color ended

Built With

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

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 →

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 →

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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