HALCON 25.05 delivers powerful advancements for the industry, combining state-of-the-art deep learning with proven classic methods. With the introduction of Deep 3D Matching, users can now achieve robust 3D object detection and pose estimation based on 2D images, using minimal parametrization and offering high performance even in complex environments. Whether for bin picking or robotic handling, Deep 3D Matching offers a new level of flexibility, allowing users to independently train models with synthetic data generated from CAD files.
In addition to this ground breaking technology, HALCON 25.05 enhances its established deep learning-based OCR. A new alignment step before recognition significantly improves text reading accuracy, even when text regions are manually defined or imprecisely placed. This advancement makes OCR workflows faster, more flexible, and reduces cycle times without compromising recognition performance.
For code reading tasks, HALCON 25.05 introduces QR code rectification, enabling reliable decoding even on curved or deformed surfaces; perfect for industries such as logistics, packaging, and food production, where codes are not always printed on flat materials. Furthermore, the update improves flexibility in shape matching applications by allowing users to interrupt training processes manually or by timeout, a major benefit for resource-constrained embedded systems.
HALCON 25.05 also strengthens camera integration capabilities. A new set of image acquisition operators ensures seamless, efficient interaction with modern GigE Vision and USB3 Vision devices, offering intuitive use and high-speed data handling while maintaining full control over device configurations.
Accompanying the HALCON release is the new version of HDevelopEVO. With support for referencing external procedure files, a gray value histogram for enhanced image analysis, and integrated AI assistants for smarter development workflows, HDevelopEVO empowers users to develop and manage projects even more efficiently.
With HALCON 25.05, MVTec once again proves its commitment to driving innovation and providing powerful, practical tools to the industry. Whether you are optimizing industrial automation, enhancing quality control, or exploring new AI-driven applications, HALCON 25.05 delivers the technologies you need to stay ahead.
