MVTec HALCON is the comprehensive standard software for machine vision with an integrated development environment that is used worldwide in all kind of industries. It enables cost savings and improved time to market. HALCON's flexible architecture facilitates rapid development of any kind of machine vision application. The software provides outstanding performance and a comprehensive support of multi-core platforms, special instruction sets like AVX2 and NEON, as well as GPU acceleration. The latest version HALCON 19.11 offers a wide range of new and improved machine vision functions. Particular emphasis was placed on the integration of further deep learning features. Now users benefit from massive simplifications for their applications, like faster inspection with anomaly detection, more transparency with the Grad-CAM heatmap and the support of ONNX format.