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所在平台: Udemy |
课程主页: https://www.udemy.com/course/object-detect-with-tensorflow-react-mongo-ts-redis-ws/
课程评论：没有评论
**课程名称：** 使用 TensorFlow、React、Mongo、TS、Redis、WS 进行对象检测 **课程概述：** 本课程旨在教授如何构建可扩展、可投入生产环境的全栈应用程序，特别侧重于使用 TensorFlow 进行对象检测。课程将带您解决从网络摄像头捕捉帧等挑战性问题，并提供巧妙的解决方案。 **技术栈：** * **前端：** React, Next.js * **后端：** Node.js, Express.js * **数据库：** MongoDB * **编程语言：** TypeScript * **其他：** Redis, WebSockets **课程前提：** 课程假定学习者仅具备 JavaScript 和 Express 的基础知识。其他技术将在课程中逐步讲解，无需额外先验知识。 **学习目标：** * 能够设计一个多服务应用程序的架构。 * 判断特定场景下应用程序是否适合使用网络摄像头进行对象监控。 * 组织和提升大型项目代码的可重用性。 **课程内容亮点：** * 实践从网络摄像头捕获帧。 * 编写自定义的有序队列实现。 * 可选：运行带房间和 WebSocket 警报监听器的服务器。 * 确保不同 API 响应的一致性结构。 * 涵盖大量其他相关主题。
Scalable, production-ready code? Its here!How This Course WorksThis will expose you to challenging problems and clever solutions when handling subjects like capture frames from webcams!What Technology You'll UseBecause we are building a full stack application, we will use a variety of technologies. On the frontend, we'll use React and Next JS to present content to users. Each service is created using Node and Express. Data for each service is held in either a Mongo database. Finally, almost all of the code in this course is written with Typescript.This is a scary list of technologies! Not familiar with some of these? No problem! The course is built assuming that you only know the basics of Javascript and Express. No other knowledge is needed - you will learn everything you need to know.What You'll Be Able to DoBy the time you complete this course, you will be able to:Architect a multi-service applicationDetermine whether your app is a good fit for a select area of webcams to watch for objectsOrganize and enhance the reusability of code in large projectsWhat You'll LearnAn absolute incredible number of topics are covered in this course. Here is a partial list of what you'll do:Practice for capture frames of webcamsWrite a custom implementation of an ordered queueOptionally, run a server with endpoint with rooms and websocket alert listenersGuarantee consistently structured responses from your different API'sAnd much more!
