基于上下文信息融合与动态采样的主板缺陷检测方法

鞠文博,董华军

Motherboard defect detection method based on context information fusion and dynamic sampling

Wenbo JU,Huajun DONG

表 6 BC-YOLO各模块消融实验结果对比

Tab.6 Comparison of ablation experiment results for each module of BC-YOLO

MHCA-module FMDU-Upsample SPD-conv mAP/% P/% AB AS − − − 96.2 97.1 95.2 √ − − 97.5 97.3 96.8 − √ − 97.7 97.8 97.3 − − √ 97.1 97.5 96.2 √ √ − 97.9 98.4 97.6 √ − √ 97.5 97.9 97.5 − √ √ 98.2 98.6 97.7 √ √ √ 98.6 98.4 98.2