Künstliche Intelligenz im Sinne von maschinellem Lernen (überwachtem Lernen) ist eine Schlüsseltechnologie unserer Zeit. Sie bietet ein grosses Potenzial auch im Bereich der zerstörungsfreien Prüfung (ZfP) und insbesondere für Impact-Echo-Verfahren.
While impact-echo data can often be complex, this complexity adds information that is highly valuable if extracted intelligently.
echolyst A.I. is a practical tool, implementing supervised learning for classification as well as regression applications.
The echolyst A.I. tool makes machine learning accessible to NDE practitioners. It provides a selection of algorithms, including Deep Learning using multiple-layer neural networks and Convolutional Neural Networks (CNN’s) specifically.
A great strength of Machine Learning is its capability of revealing hidden correlations in the data, thus taking advantage of the full data content.
echolyst A.I. works at a level making it very easy and user-friendly to operate by impact-echo practitioners even with no prior Machine Learning experience. At the same time, it provides great insight in the functionality of Machine Learning, thus allowing full control and not being a black-box application.