The Machine Vision in Wire Harness Industry for Fuse Box Inspection

Keywords:
Machine Vision, Fuse Box, Wire Harness, Quality Control, Faster R-CNN

Abstract:
The application of technological innovation has the ability to greatly enhance the efficiency and accuracy of quality control in industrial tasks. Machine vision (MV), a key innovative technology used in industrial inspection, allows for reliable and swift inspections, providing the advantage of improved quality and business productivity. This paper presents traditional machine vision in the wire harness industry, with a focus on its application in Fuse Box inspection using a camera, data collection sensors and image processing software. Through this analysis, the aim is to offer a comprehensive overview of the potential of traditional machine vision on Vision Inspector, analyses the advantages, the causes of the problems and propose improvement by integrating the Faster R-CNN model into an existing machine vision

CITATION:

IEEE format

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M. Nikolić, “The Machine Vision in Wire Harness Industry for Fuse Box Inspection,” in Sinteza 2024 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Singidunum University, Serbia, 2024, pp. 225-231. doi:10.15308/Sinteza-2024-225-231

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Nikolić, M. (2024). The Machine Vision in Wire Harness Industry for Fuse Box Inspection. Paper presented at Sinteza 2024 - International Scientific Conference on Information Technology, Computer Science, and Data Science. doi:10.15308/Sinteza-2024-225-231

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