全光特征金字塔网络在智能交通中的应用

Changqing Lu, Xiaochun Lei, Junlin Xie, Xiaolong Wang, XiangBoge Mu
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引用次数: 0

摘要

智能交通是城市发展的重要组成部分。实现智能交通的核心是对城市道路状况的掌握。该系统基于Panoptic分割网络对行车记录仪的视频进行处理,并增加了基于前后帧对比和KM算法的跟踪模块。该系统主要包括以下几个部分:嵌入式设备、Panoptic Feature Pyramid Network、云服务器和Web站点。
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Panoptic Feature Pyramid Network Applications In Intelligent Traffic
Intelligenta transportation is an important part of urban development. The core of realizing intelligent transportation is to master the urban road condition. This system processes the video of dashcam based on the Panoptic Segmentation network and adds a tracking module based on the comparison of front and rear frames and KM algorithm. The system mainly includes the following parts: embedded device, Panoptic Feature Pyramid Network, cloud server and Web site.
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