The main objective of this project is to let students apply the image processing techniques that been taught in class in a given conditions based on their title. This particular project involved the ...

Abstract: The use of machine vision for industrial defect detection in industrial manufacturing can effectively improve the production efficiency and production quality. Due to the complex defect ...

Abstract: Identification of PCB board defects early in the manufacturing process is crucial, as PCB quality control plays an important role in the electronics manufacturing industry. Defective PCBs ...

PCB文件监听 → 数据整理 → 训练目录监听 → 自动训练 → 结果记录 ↓ ↓ ↓ ↓ ↓ TXT标注文件 图片分类整理 数据目录监控 Anomalib训练 Web界面展示 PCB_Defect_Detection/ ├── main.py # 主启动脚本 ├── pcb_training_system.py # 核心训练系统 ├── web_interface.py # Web ...

PCB Defect Detector is a web application designed to analyze and detect defects in printed circuit boards (PCBs). The application leverages modern web technologies and tools to provide an intuitive ...

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 ...