Reliable and Robust

Identification with machine vision software

MVTec’s machine vision technologies enable reliable identification of products, components, and packaging across a wide range of industries. Using MVTec software, machines can read barcodes, 2D codes (e.g., QR or Aztec codes), and alphanumeric characters and use this information for inventory management, material flow, process control, and quality assurance.

Let's talk about your application!

Contact us

Machine vision performs core tasks in identification applications.

Locating the position of the code or text.

Reading barcodes and 2D codes.

Grading print quality according to relevant standards.

Finding text regions and reading alphanumeric strings with OCR or deep-learning-based OCR.

IDENTIFICATION WITH MACHINE VISION

Typical Application Examples

  • Authentication of pharmaceuticals and medical products.
  • Fully automated dispensing and labeling systems in pharmaceutical production.
  • Picking and tracking of parts and spare parts in logistics centers and automotive warehouses.
  • Tracking of parcels and shipments in logistics and e-commerce.
  • High-speed bottle and can inspection in the beverage and canning industry.
  • Management of logistics centers and automated warehouses.
  • Reading printed packaging and codes in the food industry.
  • Reading serial numbers on metal bottles and containers in packaging technology.
  • Checking packages for correct identification codes and expiry dates.
  • Automatic identification of parcels with handwritten or partially damaged labels.
Video

Please note: Once you watch the video, data will be transmitted to Youtube/Google. For more information, see Google Privacy.

Activate Video

FAST, ROBUST & SCALABLE

Identification Technologies In Our Software

MVTec HALCON and MERLIC provide a comprehensive set of technologies for identification tasks. These technologies enable robust, fast, and scalable identification solutions for industrial environments – whether codes are printed, engraved, etched, marked with dot print, or partially damaged.

1D- and 2D-Codes

Reading and print quality inspection for barcodes, QR, Data Matrix, and Aztec codes

Structured, well-defined fonts

Traditional OCR

BENEFIT FROM OUR KNOWLEDGE

Our Services & Support

INDIVIDUAL SOLUTION FOR YOU
Free Evaluation Of Your Application

Do you want to know if we offer the right solution for your industry? Send us your software application design and our experts will check it. Within one week you will get a proposed solution – including, if useful, an example program. 

WHITE PAPERS
Practical Insights

Explore our white papers to gain practical insights and expert knowledge on industrial machine vision.

IDENTIFICATION APPLICATIONS

Our Success Stories

MVTec HALCON product icon
Dynamic OCR inspection with HALCON ensures maximum product quality
In the pharmaceutical industry, strict compliance regulations require medical product packaging to be correctly labeled before delivery. To meet these requirements, the Chinese company Shenzhen Jiangrun Xuneng Technology has developed a powerful mach…
Show full Story
HALCON
Medical Supplies & Pharmaceutical
Bar Code & 2D Code Reading
OCR
MVTec HALCON product icon
Workflow der Produktion zylindrischer Lithium-Ionen-Batterien mit verteilten Sensorsystemen und zentraler Deep-Learning-Auswertung mit MVTec HALCON.
MVTec HALCON’s deep learning helps Panasonic Energy to propel automotive battery production
Panasonic Energy manufactures automotive batteries, for which demand is increasing worldwide, at multiple sites in Japan and North America. The company recently implemented MVTec HALCON’s deep learning technologies on a large scale at its Kansas plan…
Show full Story
HALCON
Battery Production
Automotive
Deep Learning
Inspection
MVTec HALCON product icon
Robotic welding cell inspecting car body weld seams using machine vision.
Machine vision optimizes quality inspection in automotive production
Consistently high quality is an absolute must in automotive production. To ensure that welded connections in body shells meet these standards, DGH has developed an application that automatically inspects them and identifies anomalies. The MVTec HALCO…
Show full Story
HALCON
Automotive
Anomaly Detection
Deep Learning
Inspection
MVTec HALCON product icon
High-speed battery inspection using machine vision.
Machine Vision automates and optimizes battery inspection
A variety of defects can occur during battery production. Averna has developed a method for the automated inspection of batteries that reliably detects all conceivable defects. Here, the machine vision software MVTec HALCON plays a key role.
Show full Story
HALCON
Battery Production
Blob Analysis
Inspection
MVTec HALCON product icon
Operating personnel using the PackCheck machine vision solution for quality control in food packaging production.
Machine vision for every taste
The Dutch company PackCheck BV ensures packaging quality in the food industry with a modular solution. Part of the solution is the machine vision software HALCON from MVTec Software GmbH. This enables the company to increase the efficiency of packagi…
Show full Story
HALCON
Food & Beverage
Bar Code & 2D Code Reading
Blob Analysis
Matching
OCR
MVTec HALCON product icon
Vehicle passing a roadside machine vision system that inspects tires automatically for roadworthiness.
Tire profile determined with Deep Learning
The West Nippon Expressway Engineering Shikoku Company Limited ensures safe road traffic in Japan’s winter: With the machine vision software MVTec HALCON, the company automates the inspection of tires in ongoing traffic. Thanks to deep learning techn…
Show full Story
HALCON
Security & Surveillance
Deep Learning
Inspection
MVTec HALCON product icon
Fully automated assembly process using machine vision and precision automation equipment.
A fully automated production system for higher throughput and improved quality
MSTVision GmbH developed a fully automated micro-assembly system for HUBER+SUHNER Cube Optics AG handling high-precision glass and metal components. Using MVTec HALCON, parts are identified, positions determined, and features measured with µm precisi…
Show full Story
HALCON
Machinery
Inspection
Measuring
Object Detection
MVTec HALCON product icon
Inspection of drilled holes on furniture parts with the help of HALCON
Teomsi Electric Company developed a machine vision system with Ecolor for inspecting drilled holes on furniture parts using MVTec HALCON. The system detects missing or faulty holes in real time, significantly reduces error rates, and increases custom…
Show full Story
HALCON
Machinery
Inspection
MVTec HALCON product icon
Battery laser welding system used in automated battery production with integrated machine vision inspection.
Full quality control with HALCON´s deep learning functions
One of the key challenges in automated battery production is achieving stable welds without damaging the housing. To meet strict automotive quality standards while reducing costs, Manz AG is developing inline inspection systems that enable full proce…
Show full Story
HALCON
Battery Production
Electric Components
Machinery
Anomaly Detection
Deep Learning
Inspection
MVTec HALCON product icon
Automated inspection device using machine vision to analyze rice grains for quality assessment.
Fast and performant inspection of rice grains with HALCON Embedded
The Japanese company Kett Electric Laboratory researches, develops and sells agricultural measuring devices, among other things. For a company that offers rice, they developed an automated inspection system for rice grains in cooperation with LINX Co…
Show full Story
HALCON
Agriculture
Food & Beverage
Calibration
Classification
Embedded Vision
Inspection
Semantic Segmentation
MVTec HALCON product icon
Automatic gas cylinder re-test line powered by HALCON
The Swiss Safety Center AG, a MVTec Certified Integration Partner, is a member of the SVTI Group and thus part of a center of excellence in technical safety and risk management. They offer a comprehensive portfolio of services for industry, retail an…
Show full Story
HALCON
Agriculture
Food & Beverage
Blob Analysis
Inspection
OCR
MVTec HALCON product icon
Parallel reading of data matrix codes using a machine vision system for fast and robust code decoding.
Fast and robust bulk code reading with MVTec HALCON
Strelen Control Systems GmbH uses MVTec HALCON for parallel, robust reading of data matrix codes on prescription medicines to comply with the EU Falsified Medicines Directive. The system reads large volumes quickly and reliably, reduces manual inspec…
Show full Story
HALCON
Medical Supplies & Pharmaceutical
Bar Code & 2D Code Reading
Object Detection
MVTec HALCON product icon
Automated camera-based roof inspection system using machine vision to detect defects on high-speed trains.
Always on the right track: Machine vision saves time and money in rail vehicle maintenance – PSI Technics
PSI Technics GmbH has developed a system that can be used to automate the maintenance of multiple-unit high-speed trains through visual inspection of the rooftop. The MVTec HALCON standard machine vision software ensures that defects are reliably det…
Show full Story
HALCON
Automotive
Classification
Inspection
MVTec HALCON product icon
Vision system checks pharmaceutical products - Machine Vision Technology
Machine Vision Technology Ltd. developed an automated inspection system using MVTec HALCON to check tablets and capsules for broken pieces, shape errors, and color deviations. Three Basler cameras and a dark-field lighting setup ensure precise detect…
Show full Story
HALCON
Medical Supplies & Pharmaceutical
Inspection
Matching
Measuring
Morphology
MVTec HALCON product icon
Machine Vision Adds Traceability to Packaging - Vision Sort
Vision Sort developed an automated system that identifies, analyzes, and labels fruit cartons on conveyor belts with unique GS1-128 barcodes at a rate of over 60 boxes per minute. The system utilizes MVTec HALCON and a variety of shape models.
Show full Story
HALCON
Packaging & Logistics
Bar Code & 2D Code Reading
Matching
MVTec HALCON product icon
Machine vision system inspecting swing-cap bottles and labels during high-speed quality control.
Bottle Inspection with High Speed – BBull STRATEC BC 3000W
BBull TECHNOLOGY's STRATEC BC 3000W inspects up to 100,000 bottles per hour. It checks labels, expiration dates, logos, scratches, barcodes, and swing-top closures. MVTec's HALCON software processes four camera images in parallel, ensuring high speed…
Show full Story
HALCON
Food & Beverage
Bar Code & 2D Code Reading
Classification
Matching
Measuring
OCR
MVTec HALCON product icon
Package label with barcode and printed text used for automated barcode reading and OCR.
Machine Vision Speeds Package Bar Code Reading at Quelle GmbH
At Quelle GmbH's logistics center in Leipzig, 80,000 packages are processed daily. To enhance efficiency, the company employs a combined machine vision system with barcode reading and OCR. Utilizing Baumer i-Cam 108 cameras and MVTec's HALCON softwar…
Show full Story
HALCON
Machinery
Packaging & Logistics
Bar Code & 2D Code Reading
OCR
MVTec Software