A printed circuit board (PCB) surface-mounted devices (SMDs) defect detection algorithm based on random forest (RF) was proposed to detect pin defects, resistor defects, and capacitor defects. It can ...

Fast and efficient detection is possible complex matrix operations because the random forest model performs detection based on comparison operations. This confirmed that the corresponding structure ...