Über lernende optische Inspektion am Beispiel der Schüttgutsortierung

Automated visual inspection is an integral part in industrial manufacturing processes, but development and setup of such systems is very costly. Machine learning significantly reduces the effort of and speeds up both tasks. This work develops several machine learning methods suitable for automated v...

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Detalles Bibliográficos
Autor Principal: Richter, Matthias
Formato: Online
Idioma:alemán
Publicado: KIT Scientific Publishing 2021
Subjects:
Acceso en liña:34143
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Summary:Automated visual inspection is an integral part in industrial manufacturing processes, but development and setup of such systems is very costly. Machine learning significantly reduces the effort of and speeds up both tasks. This work develops several machine learning methods suitable for automated visual inspection. The methods augment each other and can be used for a wide range of products.