<strong>3D</strong>打印混凝土界面孔隙智能检测方法研究

3D打印混凝土界面孔隙智能检测方法研究

曾妮,马宗方,宋琳,段明

Research on intelligent detection method of 3D printed concrete interface pore

Ni ZENG,Zongfang MA,Lin SONG,Ming DUAN

表4 消融实验结果对比

Table 4 Comparison of ablation experiment results

组别	模块			mAP@.5	mAP@.5:.95	F₁
组别	K-means++聚类算法	ShuffleNetv2	PSA机制	mAP@.5	mAP@.5:.95	F₁
1	×	×	×	0.605	0.332	0.582
2	√	×	×	0.630	0.342	0.615
3	×	√	×	0.679	0.354	0.630
4	×	×	√	0.644	0.351	0.621
5	√	√	×	0.706	0.372	0.648
6	√	√	√	0.719	0.379	0.658