Ensure smooth traffic flow, road safety, and reliable data collection – accurately capture license plates, vehicle types, and traffic data in real time. Ideal for traffic monitoring, red-light and speed enforcement, toll systems, and smart city applications. With on-site Edge AI. Freely programmable or available as a ready-to-use solution.
Machine Vision for Transport & Traffic
Typical Challenges in Transport & Traffic
01
High Speeds and Real-Time Processing
Vehicles travel at high speeds. License plates, vehicle characteristics, and traffic events must be reliably captured and analyzed in real time.
02
Changing Lighting and Weather Conditions
Sunlight, shadows, rain, fog, snow, and nighttime operation make reliable image acquisition and object detection in outdoor environments more challenging.
03
High Accuracy and Reliable Evidence
Red-light violations, speeding offenses, and toll transactions require precise data capture and traceable documentation to support legally compliant evaluation.
04
Decentralized Locations and Large Data Volumes
Distributed camera locations generate large amounts of data. Efficient Edge AI solutions reduce data traffic and enable decisions directly on-site.
Our Approaches
Two Paths to the Right Vision Solution
For OEMs (traffic monitoring and toll system manufacturers) that require full control over application logic, system integration, and scalability.
Open Plattform
Flexible Vision Platform
For OEMs (machine and equipment manufacturers) that require full control over application logic, system integration, and scalability.
- Freely programmable with the IMAGO ViewIT software framework, C++, Python, and HALCON – no black box, full control
- Multiple inspection tasks on a single device – for example license plate recognition, vehicle classification, traffic monitoring, and traffic flow analysis.
- Portable across all IMAGO devices, with OPC UA and REST connectivity for Industry 4.0 integration
- Long-term availability, including ODM (Original Design Manufacturer) variants for serial machine production
Ready to use
Preconfigured Solution
For users with a specific inspection challenge who need fast and reliable results without extensive in-house development.
- Deep-learning inspection of print defects and variations in printed products without programming, using a web-based GUI
- Fast deployment with minimal lead time and a clear focus on rapid time-to-market
- Reliably detects vehicles, anomalies, and traffic events despite variations in lighting, weather, and traffic conditions.
- Consulting and support from the experienced IMAGO engineering team – robust hardware made in Germany
Decision Guide
What Is Your Goal?
Choose the approach that best fits your project – both lead to a reliable inspection solution.
Maximum Flexibility
You develop your own traffic monitoring solutions or integrate machine vision deeply into traffic management, tolling, or access control systems.
Fast Implementation
You have a specific task – such as vehicle classification, traffic event detection, or access monitoring – and need a ready-to-use system quickly.
Differentiation
Why IMAGO for Transport & Traffic?
Hardware, software, and system integration work together to ensure reliable vehicle detection, accurate traffic data, and real-time processing – even in demanding outdoor environments.
Open Software Framework
Freely programmable instead of a black box – full control over every inspection task on the line.
Multiple Tasks, One System
OCR, code reading, quality control, and AI inspection run on the same hardware instead of multiple systems.
Long-Term Availability
ODM variants and long product life cycles for serial machines and global rollouts.
Future-Proof Architecture
Scalable platform without vendor lock-in that grows with your requirements.
High-Speed-Vision
Hundreds of products per minute with processing power directly in the camera or box PC.
Applications
Typical Applications in Transport & Traffic
IMAGO vision systems are used in these four application areas of transport and traffic. This is just a small selection of what machine vision enables today.
Traffic Monitoring & Road Safety
Red-light violations, speeding offenses, and traffic events are automatically detected and documented.
License Plate Recognition & Access Control
Vehicle license plates are automatically recognized, and entries and exits are recorded for efficient parking management.
Traffic Flow Analysis & Smart Cities
Traffic volumes, vehicle movements, and congestion are analyzed in real time.
Vehicle Classification & Toll Systems
License plates are automatically recognized, and vehicles are classified for accurate toll calculation.
Technology for Demanding Transport & Traffic Applications
A high-performance machine vision system for transport and traffic must reliably handle high speeds and real-time processing. Vehicles pass monitoring points at high speeds, while license plates, vehicle characteristics, and traffic events must be captured accurately.
IMAGO provides the required computing power either directly on the camera or externally in a Vision Box PC – featuring an integrated Real-Time Communication Controller and interfaces such as OPC UA and REST API for seamless integration into existing traffic management and control systems.
Changing lighting conditions, weather influences, and complex traffic situations place high demands on image processing. AI and deep learning enable reliable detection of vehicles, license plates, and traffic events even under challenging conditions. Processing takes place directly at the deployment site using Edge AI – without the need for continuous data transmission to centralized data centers.
Product recommendations
Recommended Solutions for Transport & Traffic
The following systems are designed to meet the requirements of modern transport and traffic applications. They enable real-time analysis directly on-site, reduce data traffic, and support applications ranging from license plate recognition to intelligent traffic monitoring.
Reliably capture license plates, vehicles, and traffic events in real time – discuss your application with our experts, free of charge and without obligation.
Frequently Asked Questions
How reliably can a machine vision system recognize license plates and vehicles at high speeds?
Modern machine vision systems reliably capture license plates, vehicle types, and driving directions in real time, even at high speeds. Specialized triggering mechanisms, short exposure times, and powerful algorithms ensure high recognition rates, even in heavy traffic.
How does machine vision work at night, in rain, or under poor weather conditions?
For transport and traffic applications, cameras, lighting, and image processing algorithms are specifically designed to handle changing lighting and weather conditions. This enables reliable detection of license plates, vehicles, and traffic events even in darkness, rain, fog, or backlighting.
Why is Edge AI beneficial for traffic monitoring and smart city applications?
With Edge AI, images are processed directly on the camera or a local edge computer. This eliminates the need to continuously transmit or centrally store large volumes of image data. It reduces network traffic, minimizes infrastructure requirements, and enables fast decision-making directly on-site.
