基于RCR _YOLOv4的矿井巷道红外障碍检测研究
阮顺领,董莉娟,卢才武,顾清华

Research on Infrared Obstacle Detection of Mine Roadway Based on RCR_YOLOv4
Shunling RUAN,Lijuan DONG,Caiwu LU,Qinghua GU
表 3 障碍检测模型不同优化性能对比
Table 3 Comparison of different optimization performance of obstacle detection models
模型深度可分离卷积RCRK-Means++

mAP

/%

检测速度

/FPS

模型大小

/M

Original_YOLOv490.1453.1243.9
优化模型188.2762.4114.9
优化模型293.6755.1272.5
优化模型391.3253.1243.9
优化模型490.3460.4144.6
优化模型589.7661.9114.9
优化模型693.8655.1272.5
RCR_YOLOv493.5260.6144.6