Review on Machine Learning based Visual Inspection System

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Abstract

This paper reviews the various approaches for visual inspection system using machine learning in various fields. In the first part of the paper, we present a general introduction to the visual inspection methods and areas where it is required. Basic idea of Machine learning, Artificial Intelligence and Deep Learning, also how they are useful in visual inspections. Research work of visual inspection domain on different products is summarized along with the technique they used, and accuracy gained with technique. Most commonly approach used is YOLO and CNNs for the batter results. Write the text from your article in different sections.

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Keywords

Cracks detection; Defect detection; Industry 4.0; Image processing; Machine learning; Sorting Classification; Visual inspection; YOLO.