基于深度卷积神经网络的油罐目标检测研究
王颖洁,张荞,张艳梅,蒙印,郭文

Oil Tank Detection from Remote Sensing Images based on Deep Convolutional Neural Network
Yingjie Wang,Qiao Zhang,Yanmei Zhang,Yin Meng,Wen Guo
表1 两种训练方式油罐检测结果
Table 1 The oil tank detection result of the two training mode
网络 准确率 召回率 时间/h
端到端

交替

优化

 端到端

交替

优化

 端到端 交替优化
ZF 0.619 0.610 0.622 0.618 3 5
VGG16 0.618 0.612 0.664 0.669 7.5 14
ResNet-50 0.626 0.600 0.695 0.693 4 13