Generative AI in Industrial Machine Vision -- A Review

Machine vision enhances automation, quality control, and operational efficiency in industrial applications by enabling machines to interpret and act on visual data. While traditional computer vision algorithms and approaches remain widely utilized, machine learning has become pivotal in current rese...

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Veröffentlicht in:	arXiv.org 2024-08
Hauptverfasser:	Zhou, Hans Aoyang, Wolfschläger, Dominik, Florides, Constantinos, Werheid, Jonas, Behnen, Hannes, Jan-Henrick Woltersmann, Pinto, Tiago C, Kemmerling, Marco, Abdelrazeq, Anas, Schmitt, Robert H
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Computer vision Data augmentation Generative artificial intelligence Image quality Image resolution Industrial applications Literature reviews Machine learning Machine vision Object recognition Pattern recognition Quality control Vision systems
Online-Zugang:	Volltext
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