高级崩溃检测:从部署到生产的道路(亮点)
史蒂夫·考珀(Steve Cowper),RAC
With more than 8 million members, the RAC is one of the UK's most progressive motoring organisations, providing services for both private and business motorists. Whether it's roadside assistance, insurance, buying a used car, vehicle inspections and checks, legal services, or up-to-the-minute traffic and travel information—the RAC offers a solution for all motoring needs. The RAC is committed to making motoring easier, safer, more affordable, and more enjoyable for drivers and road users.
当RAC决定推出一个“黑匣子”insurance telematics proposition, one of the key objectives was to reliably detect low-speed collisions and discriminate these events from more common driving events such as going over speed bumps or potholes.
除此之外,我们设定了能够将这些数据转换为非技术用户可以通过对已捕获的事件的简单英语分类而不是多数图来理解的信息的挑战。
本届会议概述了RAC如何进行此过程。它显示了matlab®是工具链的关键部分:从初始开发和信号捕获,通过功能提取和机器学习,独立的第三方验证以及最终部署到基于可扩展的云环境中。
该视频是Matlab博览会上给出的演示文稿的简短版本。要观看全长视频,请参见下面的“其他资源”部分中的链接。
记录:2015年10月7日
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