PR-DA1021-1 - 2021 Digitalization Applications 101, October

Machine Vision and Machine Learning

G. Miebs, R. Bachorz, L. Van Nerom

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Machine vision plays an important role in a variety of applications these days. The rapid development of machine-learning (ML) technologies allows for designing and executing predictive models that can analyze very complex data. Due to the commonly available computational capabilities mainly based on graphical processor units (GPUs) and mature machine learning libraries, extensive neural network (NN) architectures can be exposed to a huge amount of production image data. This results in significant predictive capabilities to make a precise decision based on complex input image data.

Keywords: digitalization, industry 4.0