Koito - Reality AI：下一代自适应远光灯 (ADB) 智能大灯
-smart-headlight.png "Koito - Reality AI: Next-generation Adaptive Driving Beam (ADB) smart headlight - IoT ONE Case Study")
技术
- 分析与建模 - 计算机视觉软件
- 分析与建模 - 机器学习
- 分析与建模 - 预测分析
- 传感器 - 自动驾驶传感器
适用行业
- 汽车
适用功能
- 产品研发
用例
- 自主交通
客户
小糸集团
关于客户
小糸集团由母公司（KOITO MANUFACTURING CO., LTD.）、29 家子公司和 2 家关联公司组成。 Koito Manufacturing Co., Ltd (Koito) 自 1915 年成立以来一直在汽车照明领域保持领先地位。 Tod
挑战
在日本和欧洲可用的当前版本的自适应驱动光束正在使用传统的机器视觉技术，如模板匹配。这些机器学习技术在受限环境中表现非常好，但在动态的现实世界中使用时容易出现许多误报，目标和背景的变化更多。
解决方案
Koito 和 Reality AI 正在合作开发下一代 ADB 车头灯，使用 AI 来降低误报率并提供更准确的预测。 Reality AI 还可以将 AI 预测整合到满足产品价格要求的廉价硬件上。
收集的数据
Lighting
Case Study missing?
Start adding your own!
Register with your work email and create a new case study profile for your business.
相关案例.
Case Study
Integral Plant Maintenance
Mercedes-Benz and his partner GAZ chose Siemens to be its maintenance partner at a new engine plant in Yaroslavl, Russia. The new plant offers a capacity to manufacture diesel engines for the Russian market, for locally produced Sprinter Classic. In addition to engines for the local market, the Yaroslavl plant will also produce spare parts. Mercedes-Benz Russia and his partner needed a service partner in order to ensure the operation of these lines in a maintenance partnership arrangement. The challenges included coordinating the entire maintenance management operation, in particular inspections, corrective and predictive maintenance activities, and the optimizing spare parts management. Siemens developed a customized maintenance solution that includes all electronic and mechanical maintenance activities (Integral Plant Maintenance).
Case Study
Monitoring of Pressure Pumps in Automotive Industry
A large German/American producer of auto parts uses high-pressure pumps to deburr machined parts as a part of its production and quality check process. They decided to monitor these pumps to make sure they work properly and that they can see any indications leading to a potential failure before it affects their process.
