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AI Systems for Visual Inspection in Smart Manufacturing
The chapter explores the use of AI systems for defect reduction in industrial settings, comparing traditional computer vision algorithms with machine learning approaches. It discusses the potential of deep learning methods to improve defect detection and extends the conversation to applications beyond visual inspection, such as older prediction and safety enhancement using computer vision. The evolution of edge AI, hybrid AI, and the challenges of updating models based on changing edge data are also key topics of discussion.