Detection of Scratch Defects on Metal Surfaces Based on MSDD-UNet

In this work, we enhanced the U-shaped network and proposed a method for detecting scratches on metal surfaces based on the Metal Surface Defect Detection U-Net (MSDD-UNet). Initially, we integrated a downsampling approach using a Space-To-Depth module and a lightweight channel attention module to a...

Ausführliche Beschreibung