![]() ![]() It is possible, for example, to bundle various complex data types (e.g., an image, corresponding ROIs, and parameters) into a single dictionary: This helps to structure programs when, e.g., passing many parameters to a procedure. New Data Structure 'Dictionaries' HALCON 18.11 introduces a new data structure, 'dictionary', which is an associative array that opens up various new ways to work with complex data.This is especially useful when the exact amount of objects is needed, e.g., when checking pill bags for correct filling. The object detection also separates instances of the same class, even if the objects touch each other or partially overlap. In contrast to semantic segmentation, objects are marked by a surrounding rectangle (bounding box). Object Detection HALCON 18.11 introduces deep-learning-based object detection, which allows customers to localise trained object- or error classes in an image. ![]() For example: recognising objects with a very heterogeneous texture (e.g., plants) or detecting defects on various types of objects and materials, e.g., pills, glass or leather. Combined with the multitude of possibilities that HALCON offers for further processing extracted regions, this paves the way for an entirely new range of applications, which previously could not be realized, or only with significant programming effort. Semantic Segmentation With HALCON 18.11, object- or error classes trained with deep learning can now be segmented pixel-precisely.How to install HALCON, either for the first time or in form of an update or upgrade. Download HALCON and request an evaluation license. MVTec's unique machine vision tool HALCON enables you to build highest. MVTec Software GmbH is a leading international manufacturer of software for machine vision. MVTec HALCON v12 License code MVTec HALCON v12 Generator. There is no need to start from scratch, as our standard machine vision software comes with various pretrained Convolutional Neural Networks (CNNs), that have been highly optimized for industrial applications. Even more powerful deep learning algorithms now allow users to locate objects within an image with pixel-precision or bounding box accuracy. Deep Learning The new version 18.11 further expands the deep learning capabilities of HALCON. ![]() ![]() While the latter is available as a subscription with a six-month release cycle, the Steady edition – as successor of HALCON 13 – is offered for regular purchase. HALCON 18.11 will be available in two editions: Steady and Progress. ![]()
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