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所在平台: Udemy |
课程主页: https://www.udemy.com/course/computer-vision-with-opencv-official-opencv-free-course/
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课程名称:计算机视觉与OpenCV Python官方课程 课程概述:本课程是OpenCV为初学者提供的官方课程,旨在帮助学员学习如何使用OpenCV进行计算机视觉和人工智能。通过该课程,您将接触到一系列令人兴奋的主题,如图像和视频处理、图像增强、滤波、边缘检测、物体检测与追踪、面部检测以及OpenCV深度学习模块。本课程将帮助您自信地迈出进入计算机视觉和人工智能这一激动人心世界的第一步。计算机视觉和人工智能领域提供了无限的职业机会。欢迎您踏上这一学习旅程,拥抱人工智能的革命! 课程内容: - 模块1:图像基础 - 模块2:基本图像操作 - 模块3:图像标注 - 模块4:图像的算术运算 - 模块5:图像的位运算 - 模块6:访问摄像头 - 模块7:读取和写入视频 - 模块8:图像滤波与边缘检测 - 模块9:图像特征与对齐 - 模块10:图像拼接与全景创建 - 模块11:OpenCV中的物体追踪 - 模块12:使用深度学习进行面部检测 - 模块13:使用深度学习进行物体检测 - 模块14:使用OpenPose进行姿态估计 课程特点: - 行业专家设计:该课程由在计算机视觉和深度学习领域工作的工程师和研究人员团队设计,适合绝对初学者,帮助学员自信步入计算机视觉和人工智能的世界。 - 基于Python:本课程的编程语言为Python,作为人工智能领域中最全面和广泛使用的语言之一,非常适合初学者。 - 基础和实践学习:本课程帮助学员建立广泛的基础知识和实践,便于在未来深入学习更结构化的课程。 - 实用与直观:考虑到计算机视觉领域的许多理论基础可能会对初学者造成阻碍,特别是包含大量数学的课程,我们特别设计了这个入门课程,为学员提供广泛的原始领域探索。 准备好迎接计算机视觉的挑战了吗?加入我们,开启您的学习之旅吧!
Learn to use OpenCV for Computer Vision and AI in this official course for absolute beginners from OpenCV. You will learn and get exposed to a wide range of exciting topics like Image & Video Manipulation, Image Enhancement, Filtering, Edge Detection, Object Detection and Tracking, Face Detection, and the OpenCV Deep Learning Module. This course helps you confidently take your very first steps in the exciting world of Computer Vision and AI. This field offers limitless opportunities in the Computer Vision and AI job market. Embark on this learning journey and welcome to the AI revolution!Course ContentsModule 1: Getting Started with Images Module 2: Basic Image Manipulation Module 3: Image Annotation Module 4: Arithmetic Operations on Images Module 5: Bitwise Operations on ImagesModule 6: Accessing the Camera Module 7: Read and Write Videos Module 8: Image Filtering and Edge Detection Module 9: Image Features and Image Alignment Module 10: Image Stitching and Creating Panoramas Module 11: Object Tracking in OpenCV Module 12: Face Detection using Deep LearningModule 13: Object Detection using Deep Learning Module 14: Pose Estimation using OpenPoseCourse FeaturesDesigned By Industry Experts: This course in OpenCV and Python is for absolute beginners has been designed by our team of engineers and researchers, currently working in the field of Computer Vision and Deep Learning. This course will help you confidently take your very first steps into the exciting world of Computer Vision and AI.Powered By Python: The programming language of choice for this short introductory course is Python, one of the most comprehensive and widely used languages in AI.Foundational & Experiential Learning: This course will help you develop a broad and basic understanding and practice of the subject matter before committing to more structured formal learning paths from beginner to mastery levels that are available online through OpenCV. Practical & Intuitive: The field of Computer Vision contains many theoretical underpinnings which can become a stumbling block for absolute beginners, especially, when courses contain heavy mathematics. With this in mind, we have created this 'getting started' course to provide you a wide exposure to this exciting field.