基于红外图像的矿石传送带托辊异常检测
阮顺领,阮炎康,卢才武,顾清华
Detection of Ore Conveyer Roller Based on Infrared Image
Shunling RUAN,Yankang RUAN,Caiwu LU,Qinghua GU
表1
不同骨干网络检测结果对比
Table 1
Comparison of detection results of different backbone networks
骨干网络
精准度/%
召回率/%
MAP
/%
参数量 /（×10
7
）
速度 /FPS
CSPDarkNet53
90.5
91.6
89.4
3.6
31.7
MobileNetv1
91.0
91.6
85.9
1.3
60.7
MobileNetv2
93.9
95.3
93.6
1.1
48.4
MobileNetv3
94.1
94.4
91.8
1.2
44.3
GhostNet
95.6
95.3
93.8
1.1
36.4