MVTec HALCON 24.11, we are focusing on even better AI, specifically deep learning algorithms. Among other features, users can now detect and evaluate unexpected behavior in deep-learning-based classification. Out of Distribution Detection (OOD) for Classification This new HALCON feature makes it easy to recognize unexpected behavior caused by incorrect classifications in production. Thus, users can take appropriate measures, such as stopping the machine, in a targeted and efficient manner. When using a deep learning classifier, unknown objects are assigned to one of the classes that the system has learned. This can lead to problems if, for example, the defects or objects themselves are of a type that has never occurred before. The new deep learning feature “Out of Distribution Detection...
Cradle CFD 2024.1 as a Multiphysics Computational Fluid Dynamics solution to enhance your productivity for designing, researching, and manufacturing. The packages of scFLOW, scSTREAM, HeatDesigner, SC/Tetra, PICLS, CADthru and scPOST are all integrated into Cradle CFD. What’s New in Cradle CFD 2024.1 The release of Cradle CFD 2024.1 features new battery analysis capabilities, advanced aeroacoustics analysis, improved multiphase flow and turbulence modeling, and cutting-edge stability and accuracy enhancements. Notable productivity enhancements include automated mesh refinement for curved geometry features, improved boundary layer mesh creation, increased CAD manipulation speed, and an efficient single-blade passage model extraction for turbomachinery. This release also extends support of ARM architectures for scFLOW. These improvements highlight our dedication to transforming complex behaviors into actionable engineering insights...