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The goal of this article is to describe how to implement AI-based visual inspection for defect detection. It’s not about the coolness of artificial intelligence but practical solutions to specific problems. The goal here is to determine what kind of defects the system should detect. Deep learning is an aspect of machine learning technology powered by artificial neural networks. The operating principle of deep learning technology is teaching machines to learn by. example. By providing a neural network with labeled examples of specific types of data, it's possible to extract common patterns between those examples and then transform it into a math equation. This helps to classify future pieces of information.