Smart Engineered Big Sister

标题：智能工程大姐(SEBS)文本：锆石参与机器学习(ML)研究已超过5年。特别值得一提的是，许多研究利用了视频分析。经过6个月的成功试验，先前的研究项目名为站台列车接口(PTI)凸轮，安装在伦敦地下维多利亚站。PTI Cam检测到乘客从站台到轨道的相互作用和入侵。PTI凸轮是建立SEBS解决方案的基础。PTI Cam提供了一个成功的演示。Zircon在本次比赛中采用了同样的方法，并将其应用于概述的场景，特别是：游荡；异常行为和事件；人群趋势分析；威胁检测和不属于车站升级工作的遗弃物体。Zircon打算以PTI Cam为基础，将现有的个人现成ML检测技术与定制的分析平台相集成，以提供满足车站控制中心需求的自动化监控和警报系统。锆石将利用现有的闭路电视基础设施，因此部署我们的解决方案将不会有重大的推广成本。

Title: Smart Engineered Big Sister (SEBS)Text: Zircon has been involved in Machine Learning (ML) research for over 5 years. In particular much of the research has utilised Video Analytics. After a successful 6 month trial a previous research project, called Platform Train Interface (PTI) Cam, was installed at London Undergound Victoria station. PTI Cam detected passenger interaction and intrusion from platform to the track. PTI Cam forms the basis upon which the SEBS solution can be built. PTI Cam delivered a successful demonstration. Zircon are taking the same approach in this competition and applying it to the scenarios outlined, notably: Loitering; unusual behaviours and incidents; crowd trend analysis; threat detection and abandoned objects that are not part of station upgrade work.Using PTI Cam as a foundation, Zircon intends to integrate existing individual off the shelf ML detection technologies with a bespoke analysis platform to deliver an automated monitoring and alerting system that meets station control centre needs. Zircon will be utilising existing CCTV Infrastructure and as a result there will be no significant roll out cost to deploy our solution.