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Article
Convolutional Neural Network Based Surface Inspection System for Non-patterned Welding Defects
In this paper, we propose a convolutional neural network (CNN) based method that inspects non-patterned welding defects (craters, pores, foreign substances and fissures) on the surface of the engine transmissi...
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Article
Machine learning-based imaging system for surface defect inspection
Modern inspection systems based on smart sensor technology like image processing and machine vision have been widely spread into several fields of industry such as process control, manufacturing, and robotics ...