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所在平台: Udemy |
课程主页: https://www.udemy.com/course/selfdrivingcar/
课程评论：没有评论
**课程名称：** 构建你自己的自动驾驶汽车：深度学习、OpenCV、C++ **课程概述：** 本课程是一项独特的完整实践 walkthrough，旨在指导学员设计、构建和编程一个嵌入式物联网项目——自动驾驶汽车。课程内容详尽且解释清晰，整个项目分为两个部分。 **第一部分：** 1. **自动驾驶汽车硬件设计：** * 学习如何为任何项目设置主控设备（树莓派）。 * 学习如何为任何项目设置从控设备（Arduino UNO）。 * 学习如何建立主从设备之间的通信链接。 2. **OpenCV 图像处理。** 3. **学习如何驾驶机器人识别车道线。** **第二部分：** 1. **机器学习基础。** 2. **学习如何训练自己的级联分类器以检测停止标志、交通信号灯和任何其他物体。** 3. **学习设计 LED 动态转向指示灯。** 4. **创建你的 GitHub 仓库。** **课程重要性：** 机器学习对我们每个人的生活都将产生深刻影响，是实现自动驾驶汽车的关键技术。机器学习能帮助企业洞察客户行为和业务运营模式的趋势，支持新产品的开发。诸如 Facebook、Google 和 Uber 等领先公司都将机器学习作为其运营的核心部分。对于许多公司而言，机器学习已成为重要的竞争优势。
"Machine Learning will change the lives of all of us. What is Machine Learning? It's behind what makes self-driving cars a reality"This unique course is a complete walk-through process to Design, Build and Program a Embedded IOT Project (Self driving Car). Everything is discussed with details and clear explanation. Whole Project is divided into 2 parts.(Course - 1) 1. Learn to design complete hardware for self driving car a. Learn to setup Master device ( Raspberry Pi ) for any project b. Learn to setup Slave device ( Arduino UNO ) for any project c. Learn to Establish Communication link between Master and Slave device2. Learn Image Processing using OpenCV43. Learn to driver robot on road lanes (Course - 2)1. Learn Essentials of Machine Learning2. Learn to train your own cascade classifier to detect Stop Sign, Traffic Lights and any Object3. Learn to design LED Dynamic Turn Indicators4. Create your GitHub RepositoryMachine learning is important because it gives enterprises a view of trends in customer behavior and business operational patterns, as well as supports the development of new products. Many of today's leading companies, such as Facebook, Google and Uber, make machine learning a central part of their operations. Machine learning has become a significant competitive differentiator for many companies
