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 6 在DeepPCB数据集上的算法泛化能力对比实验结果
Tab.6 Generalization comparison results of algorithms on DeepPCB dataset %
算法PRmAP50mAP50-95
Faster R-CNN92.683.483.154.6
YOLOv8m97.295.397.567.6
YOLOv9m97.094.897.363.2
YOLOv10m94.993.997.165.9
RT-DETR-R1896.293.597.765.3
DCFA-DETR98.394.598.370.8