News / Press
Use Case: Food Label Inspection
Reliable Label & Product Verification with IMAGO Machine Vision
Friedberg, 27th November 2025

IMAGO Food Label Inspection: High-speed OCR, label verification, packaging checks and traceability for compliant, error-free food production.
INITIAL SITUATION IN THE FOOD INDUSTRY
Manufacturers in the food sector operate under immense pressure:
Regulatory requirements, increasing product variety, high production speeds, and strict retailer quality standards make correct labeling and flawless packaging absolutely essential.
Even a single wrong best-before date, a mixed-up label, or unreadable allergen information can cause supermarket chains to reject entire batches—resulting in substantial costs for manufacturers.
At the same time, the need for traceability and documentation is increasing, especially for premium products.
WHY OPTICAL PRODUCT & LABEL INSPECTION PAYS OFF
✔ Ensures legally compliant labeling
✔ Prevents delivery stops imposed by retail partners
✔ Drastically reduces scrap and rework
✔ Guarantees consistent product quality even at high line speeds
✔ Enables instant defect detection directly in the process
✔ Forms the basis for traceability and batch release
The earlier an error is detected, the less product must be discarded—and the lower the overall cost.
TYPICAL INSPECTION TASKS IN FOOD LABEL INSPECTION
IMAGO systems inspect inline—directly after
portioning ▸ packaging ▸ sealing ▸ labeling.
Standard Tasks

- Reading best-before dates and batch codes (OCR)
- Verification of codes and IDs (DataMatrix, QR, barcode)
Labeling and Position Verification

- Verification of product/label/logo assignment
- Checking label and product position and orientation
- For international assortments: correct label language
Advanced Quality Checks

With freely programmable IMAGO hardware, additional tasks can be implemented:
- Inspection of packaging edges (e.g., sealing quality)
- Measurement of portion sizes and distance to the sealing seam
- Online feedback to portioning machines for automatic adjustment
THE IMAGO ADVANTAGE – COMPONENTS FOR A ROBUST, SCALABLE SOLUTION
Vision Sensor PV3 – Compact Label Inspection Sensor
Ideal for: reading best-before dates, label verification
Strengths:
• Freely programmable
• Modular design → adaptable to any production line
• Perfect for installations with limited space
• Works as stand-alone or as an edge node in larger systems
Use Case Examples:
• Detects damaged or misapplied labels
• OCR reads best-before dates even with fluctuating print quality
• Direct rejection or stopping of faulty packs via I/Os
Vision Cam XM2 – High-Performance Camera for Complex Label & Product Inspection
Ideal for: OCR, code reading, high-speed applications, multiple inspection tasks in parallel
Strengths:
• 5 MP or 12 MP sensors, or line-scan variants
• NVIDIA Jetson Orin–based hardware (AI & classical vision)
• Robust for 24/7 high-speed production lines
Use Case Examples:
• High-resolution detection of allergens or microtext
• Detection of subtle label defects (creases, shadows, incomplete printing)
• Inspection of the entire packaging surface
Vision Box AGE-X – Computing Power & Control for Complete Production Lines
Ideal for: multi-camera systems, traceability, documentation
Strengths:
• Real-time processing via Real-Time Communication Controller
• Can be connected to multiple PV3 sensors
• Ideal platform for audit trails, data storage, and reporting
• Perfect for central control and line integration
Use Case Examples:
• Storing every label image for traceability
• Linking camera, scale, and packaging data
• Process feedback to portioning and labeling machines
IMAGO CREATES TRUE VALUE IN FOOD LABEL INSPECTION
IMAGO provides a modular platform enabling food manufacturers to ensure compliant, error-free, and fully traceable products—even at high speeds and with varying packaging formats.
Your Benefits:
• Less scrap
• Guaranteed label compliance
• Easy integration
• Future-proof thanks to AI and RTCC technology
• Centralized data management for audits
Press Contact
Anne Krug
Marketing / Communication
Telephone: +49 6031-684 26 11
marketing@imago-technologies.com





