基于多方位感知深度融合检测头的目标检测算法

包晓安,彭书友,张娜,涂小妹,张庆琪,吴彪

Object detection algorithm based on multi-azimuth perception deep fusion detection head

Xiao’an BAO,Shuyou PENG,Na ZHANG,Xiaomei TU,Qingqi ZHANG,Biao WU

表 5 RLK模块中卷积核大小的选择实验

Tab.5 Experiment on selection of convolution kernel sizes in RLK module

卷积核大小 Np/106 FLOPs/109 AP/% AP50/% AP75/% 3-3-3-3-3 55.742 272.45 39.9 59.3 42.3 7-7-7-7-7 56.313 272.88 40.5 60.0 42.8 13-13-9-9-7 58.013 283.42 41.4 60.7 43.6 13-13-13-13-13 58.518 284.01 41.3 60.9 42.9 25-25-25-25-13 63.729 285.83 41.6 61.0 43.7