echolyst A.I.
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.
