Hardware independent

HALCON For Embedded Vision

HALCON for embedded vision applications is compatible across a wide range of platforms and interfaces. MVTec focuses on long-term compatibility, flexible integration, and efficient deployment on embedded systems, including Arm-based architecture.

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Features For Embedded Vision

Full access to HALCON functionality, including deep learning technologies.

Hardware-accelerated inference via the AI² interface.

Execution of HDevelop programs on embedded platforms using HDevEngine.

Ready-to-go deployment without additional porting on supported Arm-based platforms.

HALCON For Arm-based Platforms

MVTec HALCON is a ready-to-use solution for Arm-based embedded vision systems. It runs directly on a wide range of Arm-based devices and supports innovative embedded vision products, both as bundled solutions and as standard software.

HALCON is, including its deep learning technologies, available out of the box for many Arm-based platforms. No additional porting is required. MVTec also supports relevant interfaces such as GigE Vision, USB3 Vision, Video4Linux, MIPI CSI for image acquisition, and OPC UA for PLC communication.

Platforms And Interfaces

HALCON Architecture

The architecture of MVTec HALCON for flexibility and long-term stability. The modular structure supports portability to new operating systems and integration into new programming environments. This approach protects existing applications and supports future technology developments.

Architecture overview (.jpg)

Operating Systems

MVTec HALCON for standard PCs runs on Windows and Linux, as well as for Arm-based platforms running Linux. MVTec also supports additional architectures and operating systems through porting, which enables HALCON usage on smart cameras and other embedded platforms.

Extension Packages

Developers can integrate custom or existing machine vision algorithms into MVTec HALCON via extension packages. MVTec provides an open and well-documented interface that grants access to internal HALCON data structures. This ensures a unified view of all image processing components and simplifies maintenance and future development.

Image Acquisition Interfaces

MVTec includes comprehensive image acquisition interfaces in MVTec HALCON to support a wide range of devices. MVTec provides ready-to-use interfaces for industrial cameras and frame grabbers, including line scan cameras, 3D cameras, and devices with non-standard resolutions or higher bit depths. HALCON supports all commonly used industry standards.

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AI Accelerator Interface (AI²)

AI Accelerator Interface (AI²) enable hardware-accelerated inference for deep learning applications. MVTec abstracts deep learning models from specific hardware, making applications future-proof and portable across supported AI accelerator devices. MVTec supports both MVTec-provided plugins and customer-specific AI accelerator integrations. AI² accelerates not only pure deep learning workflows but also classic machine vision methods with integrated deep learning, such as HALCON Deep OCR.

Digital I/O Interfaces

MVTec includes digital I/O interfaces in MVTec HALCON to support direct communication with various I/O devices. This provides ready-to-use interfaces for PLC communication using OPC UA and OPC Classic standards. Fieldbus communication is supported via the Hilscher-cifX interface. HALCON operates as an OPC UA client and supports agile, IIoT-ready production processes, including scenarios such as predictive maintenance.

Supported Products And Platforms

MVTec supports a broad range of embedded devices and platforms for MVTec HALCON. If no suitable standard platform is available, MVTec also provides customized solutions. MVTec additionally offers feasibility studies and proof-of-concept support for embedded vision projects.

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