MVTec HALCON 25.05, released on May 27, 2025, is a comprehensive machine vision software update focused on enhancing ease-of-use, deep learning capabilities, and rule-based vision technologies. Below is a detailed overview of its key features and improvements based on available information:
Key Features and Improvements
Deep 3D Matching:
A new deep-learning-based technology for fast and robust 3D object detection and pose estimation using 2D images.
Ideal for applications like bin picking and robotic handling, even in challenging conditions.
Users can now train Deep 3D Matching models independently using a new renderer that generates training data from CAD models, enabling training with synthetically generated, labeled data. This supports flexible setups and handles object properties like reflections and transparency.
Model training can still be commissioned as a paid service through MVTec if desired.
Deep OCR Enhancements:
Introduces an alignment step before recognition to refine rough word crops, improving reading accuracy for imprecisely placed text regions.
Users can bypass the detection model, reducing processing time while maintaining reliable OCR results, making workflows faster and more flexible.
The alignment step adds minimal processing overhead, enhancing efficiency.
QR Code Rectification:
Improved code reader with QR code rectification, enabling reliable reading on curved or deformed surfaces.
Expands applications in industries like logistics, packaging, food production, and bottle labeling where QR codes appear on non-flat materials.
Generic Shape Matching:
Adds the ability to interrupt training manually or with a timeout (e.g., after 1 second), offering greater flexibility and control.
Prevents delays in embedded applications with limited resources, improving responsiveness.
Image Acquisition Operators:
New operators designed for seamless integration with modern camera technologies, supporting standards like GigE Vision and USB3 Vision.
Ensures efficient, high-speed data handling while maintaining full control over device configurations.
HDevelopEVO 25.05:
Introduces AI assistants, including interactive chat, agents for IDE/shell commands, and automatic code completion.
Users can choose between cloud-based, self-hosted, or local AI models, retaining full control over data and model usage. AI assistants must be explicitly activated.
Supports referencing external procedure files and includes a gray value histogram for enhanced image analysis.
Product: MVTec HALCON 25
Version: 25.05
Supported Architectures: x64
Language: English
Supported Operating Systems: Centos 7-8/Windows
Size: 1DVD
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