The bonding foreign object detection system is used to detect foreign objects in the pictures of friendly particle indentation inspection machines. Due to the inability of particle indentation inspection machines to detect defects such as scratches, foreign objects, and fragments, it may miss detection. Our bonding foreign object detection system can detect the above defects and improve the yield rate of the production line.