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3 网络训练结果

Tab.3 Network training results(%)

指标 船企场景 船坞(台) 厂房 船只 精确度 99.5 96.3 98.8 97.8 召回率 100 99.2 99.4 98.4 虚警率 0.5 3.7 1.2 2.2 漏警率 0 0.8 0.6 1.6