基于细节增强和跨尺度注意力融合的PCB缺陷检测算法
刘春娟,包易航,吴小所,闫浩文,朱铁栓,赵浩然

PCB defect detection algorithm based on detail enhancement and cross-scale attention fusion
Chunjuan LIU,Yihang BAO,Xiaosuo WU,Haowen YAN,Tieshuan ZHU,Haoran ZHAO
表 1 数据集中PCB缺陷类型的实例数量统计
Tab.1 Instance counts of different PCB defect types in dataset
ID缺陷类别实例数量
训练集验证集测试集总计
0缺孔24083606993467
1鼠咬30794008374316
2断路23453516973393
3短路23643297153408
4毛刺24073476763430
5残铜23863186833387