图片处理管线化——创建图片的缩略图或低分辨率版本，调整数百万张图片的大小。
Image processing pipelines - create thumbnails or low resolution variants of an image, resize millions of images.
然而基础设施要真正实现智能化，仅在网络的管线中安装更多的信息反馈装置还是不够的。
For infrastructures to become truly smart, however, it is not enough to put more intelligence into the core of a network.
数字化的地下管线信息在制定切实可行、技术先进和经济合理的城市规划设计与管理方案中有着重要的作用。
Digital underground pipeline information plays great role in instituting feasible, technology advance and economic rational scheme of city planning, designing and management.
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