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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The increasing competition forces manufacturing companies striving for Zero Defect Manufacturing to ...
The core of this thesis is the use of Artificial Intelligence for quality inspection purposes. The ...
The study is about creating an automated final visual inspection using image processing software. An...
Automated visual inspection is an integral part in industrial manufacturing processes, but developme...
. This paper addresses an automatic knowledge discovery process from a database of images in a conte...
In this study, we present a framework for product quality inspection based on deep learning techniqu...
The automation and intellectualization of the manufacturing processes in the iron and steel industry...
The book offers a thorough introduction to machine vision. It is organized in two parts. The first p...
Part 9: PLM Infrastructure and ImplementationInternational audienceIn this paper we introduce Machin...
This paper presents an industrial visual inspection system that uses inductive learning. The system ...
In this chapter, a variety of algorithms and techniques for the automated inspection of industrial p...
The introduction of robots and automation in industrial processes brought many benefits to manufactu...
In the paper, it is proposed to develop a machine learning based intelligent defect detection system...
The book offers a thorough introduction to machine vision. It is organized in two parts. The first p...
Machine vision solutions are becoming a standard for quality inspection in several manufacturing ind...
The increasing competition forces manufacturing companies striving for Zero Defect Manufacturing to ...
The core of this thesis is the use of Artificial Intelligence for quality inspection purposes. The ...
The study is about creating an automated final visual inspection using image processing software. An...