|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/fundamentals-of-image-contours/
课程评论：没有评论
课程名称：图像轮廓基础 课程概述：本课程旨在通过使用OpenCV和流行编程语言Python，让学习者掌握图像轮廓处理的基本知识。课程为初学者提供了坚实的图像处理基础，帮助学生理解图像如何被处理为RGB像素强度的数组，并学习图像轮廓的基本概念。学员将利用OpenCV和Python识别图形，通过Jupyter Notebook进行编程，按照逐步指导和丰富的实例进行学习。 课程亮点： - 学习图像轮廓的基本知识，使其成为强大的工具，能够在形状检测、医学诊断、车牌识别和图像分割等日常应用中发挥作用。 - 课程适合初学程序员，采用可视化培训方法，帮助更快的学习和记忆。 - 通过超过10节讲座，逐步讲解如何使用OpenCV和Python进行图像轮廓检测，学习轮廓的属性、形状识别任务等。 - 提供挑战任务以增强概念理解，并描述解决方案以验证挑战结果。 通过学习本课程，学员将掌握图像轮廓处理的基础知识，能够在家中轻松完成形状识别任务，从而在图像处理领域获得竞争优势。
Course DescriptionLearn to process images by learning fundamentals of image contours using opencv and popular programming language Python.Build a strong foundation in Image Processing with this tutorial for beginners.Understanding of how images are processed as array of RGB pixel intensitiesLearn basics of image contours Leverage OpenCV and Python to identify shapes using contoursUser Jupyter Notebook for programmingUse step by step instructions along with plenty of examplesA Powerful Skill at Your Fingertips Learning the fundamentals of image contours puts a powerful and very useful tool at your fingertips. Python, opencv and Jupyter are free, easy to learn, has excellent documentation.Image contours detection is useful in everyday applications such as shape detection, medical diagnosis, license plate detection and image segmentation. Its also pre-requisite for computer vision applications using machine learning.Jobs in image processing area are plentiful, and being able to learn opencv and python will give you a strong edge.Image contour tasks are becoming very popular. Amazon, Walmart, Google eCommerce websites are few famous example of image contours in action. Convolutional neural network (CNN) uses these techniques to detect shapes of objects.Image processing tasks are vital in information retrieval and computer vision applications. Big advertising companies and Hollywood studios already using image contours in image segmentation Content and Overview This course teaches you on how to detect shapes using opencv, python and Jupyter framework. You will work along with me step by step to build following answersIntroduction to image contoursLearn how to detect shapes using image contouring Build an jupyter notebook step by step using opencv and python and learn contour properties, contour detection, contour properties like convex hull, solidity, extent, aspect ratio and contour approximationWhat am I going to get from this course?Learn fundamentals of image contours and build shape identification tasks from professional trainer from your own desk.Over 10 lectures teaching you how to perform image contouring using opencv and pythonSuitable for beginner programmers and ideal for users who learn faster when shown.Visual training method, offering users increased retention and accelerated learning.Breaks even the most complex applications down into simplistic steps.Offers challenges to students to enable reinforcement of concepts. Also solutions are described to validate the challenges.
