This particular project involved the detection of the defect exist in a PCB board. A Printed Circuit Board (PCB) is a circuit board consists of electronics components mounted on the surface. Basically ...

🔍 Advanced Defect Detection: Upload single or multiple PCB images for AI-powered defect analysis 📊 Batch Processing: Process multiple images simultaneously with comprehensive analytics 📈 ...

pcb_defect_data.ipynb Label preprocessing - parses XML files for annotations, converts bounding boxes to YOLO format, creates yaml file for YOLO Image preprocessing - resize to an uniform size of 640 ...

With the development of electronic information technology, PCB quality is crucial to the stability and reliability of electronic equipment, and its defect detection has become a key challenge in the ...

To address the issues of missed detection and false detection during the defect inspection process of the PCB, an improved YOLOv7-based algorithm for PCB defect detection is proposed. Firstly, the ...

This new technical paper titled “End-to-end deep learning framework for printed circuit board manufacturing defect classification” is from researchers at École de technologie supérieure (ÉTS) in ...

With the development of electronic information technology, PCB quality is crucial to the stability and reliability of electronic equipment, and its defect detection has become a key challenge in the ...