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5
综合对比实验结果
Table 5
Comprehensive comparison experiment results
算法
mAP@.5
mAP@.5:.95
F
1
FPS
①
YOLOv5s
0.605
0.332
0.582
79.365
YOLOv7
0.609
0.329
0.580
30.211
GhostNet
0.657
0.338
0.629
80.645
MobileNetv3
0.652
0.341
0.611
82.645
ShuffleNetv2
0.679
0.354
0.630
102.041
Lite-3DPC
0.719
0.379
0.658
60.976