结合空间约束的卷积神经网络多模型多尺度船企场景识别

于新莉, 宋妍, 杨淼, 黄磊, 张艳杰

Multi-model and multi-scale scene recognition of shipbuilding enterprises based on convolutional neural network with spatial constraints

YU Xinli, SONG Yan, YANG Miao, HUANG Lei, ZHANG Yanjie

表4 基于不同基础网络模型的江苏省船企识别结果

Tab.4 Recognition results of shipbuilding enterprises in Jiangsu Province based on different basic network models(%)

基础网络 AlexNet VGG16 ResNet50 精确度 46.63 42.36 87 召回率 73.17 69.92 85 虚警率 53.37 57.64 13 漏警率 26.83 30.08 15