基于注意力机制和多尺度特征融合的绝缘子缺陷检测方法

马学森, 马吉, 蒋功辉, 许雪梅, 周天保

Insulator defect detection method based on attention mechanism and multi⁃scale feature fusion

Xuesen Ma, Ji Ma, Gonghui Jiang, Xuemei Xu, Tianbao Zhou

表6 本文算法在APID数据集上的消融实验结果

Table 6 Results of ablation experiments of our algorithm on APID dataset

实验 Head1 DSPP CA AP FPS 1 - - - 88.2% 27.7 2 √ - - 90.6% 25.9 3 - √ - 90.1% 28.1 4 - - √ 90.3% 27.3 5 √ √ - 91.9% 26.1 6 √ √ √ 93.4% 25.4