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6
不同检测模型检测结果对比
Table 6
Comparison of detection results of different detection models
模型
精准度
/%
召回率
/%
AP
1
/%
AP
2
/%
MAP
/%
参数量
/（×10
7
）
速度
/FPS
Faster R-CNN
60.8
87.3
99.9
79.7
84.8
14
28.7
Retomamet
86.0
86.0
97.0
70.3
83.4
3.7
28.1
SSD
86.9
86.9
95.1
62.2
78.7
2.6
99.8
YOLOV3
90.4
90.7
96.0
75.0
85.5
6.2
26.2
YOLOV4
95.0
95.0
99.3
85.0
92.1
6.4
35.3
本文模型
96.2
95.9
99.6
90.2
94.9
1.1
39.2