摘要
近年来,深度学习技术逐渐兴起和发展并应用于各行各业,特别是在测绘地理信息行业中也存在许多应用的领域。本文讨论深度学习技术在测绘地理行业中的应用,并针对其中点云数据的语义分割进行了实验,通过对实验结果的简单分析,提出了加速深度学习技术投入生产的几条建议。
In recent years,deep learning technology has gradually sprung up and developed in all walks of life,especially in the surveying and mapping geographic information industry.This paper will briefly discuss the application field of deep learning technology in surveying and mapping geographic information industry,and carry out a simple experiment on the semantic segmentation of point cloud data.Through the analysis of the experimental results,this paper puts forward some suggestions to accelerate the production of deep learning technology.
作者
刘鑫
LIU Xin(Guangzhou Nansha Land Use Development Center,Guangzhou 511400,China)
出处
《测绘与空间地理信息》
2023年第12期70-72,76,共4页
Geomatics & Spatial Information Technology
关键词
深度学习
测绘地理信息
应用分析
deep learning
surveying and mapping geographic information
application analysis
