Defect Detection

Wood Sheet Surface Defect Detection with Semantic Segmentation

Detection of wood sheet surface defects using image processing is a complicated problem in the forest industry as the image of the wood surface contains kinds of defects in different sizes, colors and textures. The automatic optical inspection (AOI) …

Anomaly Detection Neural Network with Dual Auto-Encoders GAN and Its Industrial Inspection Applications

Recently, researchers have been studying methods to introduce deep learning into automated optical inspection (AOI) systems to reduce labor costs. However, the integration of deep learning in the industry may encounter major challenges such as sample …