1. Printed Circuit Board Defect Detection based on Image Processing, Machine learning, and Deep learning: A Survey;Ling chi
2. PCB defect detection based on PP-YOLOv2
3. Printed circuit board defect detection using deep learning via skip connected convolutional autoencoder;Kims
4. Automated Detection of Printed Circuit Board (PCB) Defects by using Machine learning in electronic manufacturing: Current approaches;Zakara
5. Applying deep learning to defect detection and printed circuit board why are the newest model of you only look once;Adhibhatla