Object detection in factory based on deep learning approach

• Published in: Procedia CIRP Vol. 104; pp. 1029 - 1034
• Main Authors: Yi, Li, Siedler, Carina, Kinkel, Yann, Glatt, Moritz, Kölsch, Patrick, Aurich, Jan C.
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2021
• Subjects: convolutional neural network; deep learning; manufacturing systems; object detection; supervised learning; deep learning; manufacturing systems; object detection; supervised learning; convolutional neural network

Manufacturing systems need to be highly adaptive and flexible to meet heterogeneous customer requirements and require fast and accurate object identification. This paper presents the implementation of deep learning for the object detection in a factory in which images of machines are used to train f...