10最好的OpenCV教程推荐

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特写 iPhone，显示 Udemy 应用程序和带笔记本的笔记本电脑有数以千计的在线课程和课程可以帮助您提高 OpenCV 技能并获得 OpenCV 证书。

在这篇博客文章中，我们的专家汇总了 10 个精选列表 最好的 OpenCV 课程, 现在在线提供的教程、培训计划、课程和认证。

我们只包括那些符合我们高质量标准的课程。我们花了很多时间和精力来为您收集这些。这些课程适合所有级别的初学者、中级学习者和专家。

以下是这些课程以及它们为您提供的内容！

10最好的OpenCV教程推荐

课程名 在校生（人数） 评论（计数）
1. Master Computer Vision™ OpenCV4 in Python with Deep Learning 我们的最佳选择 20673+ 3544+
2. OpenCV Python For Beginners | Hands on Computer Vision 6402+ 193+
3. Hands on Computer Vision with OpenCV & Python 1104+ 223+
4. Start OpenCV with Python: Real-time Processing with Webcam 933+ 106+
5. Learn Computer Vision with OpenCV and Python 926+ 128+
6. Facial recognition using Raspberry Pi and OpenCV 694+ 92+
7. Learning Path: OpenCV: Master Image Processing with OpenCV 3 664+ 86+
8. Develop Opencv based Facial recognition system using c# 636+ 129+
9. Computer Vision Fundamentals with OpenCV and C# 508+ 105+
10. Basics of Python and Image Processing With Python (OpenCV) 278+ 80+

1. Master Computer Vision™ OpenCV4 in Python with Deep Learning 经过 Rajeev D. Ratan Udemy课程 我们的最佳选择

“Master OpenCV4 like a pro while learning Dlib, Deep Learning Computer Vision (Keras, TensorFlow & Caffe) + 21 Projects!”

截至目前，超过 20673+ 人们已经注册了这门课程，而且已经结束了 3544+ 评论.

课程内容
“Course Introduction and Setup
Basics of Computer Vision and OpenCV
Image Manipulations & Processing
Image Segmentation & Contours
Object Detection in OpenCV
Object Detection – Build a Face, People and Car/Vehicle Detectors
Augmented Reality (AR) – Facial Landmark Identification (Face Swaps)
Simple Machine Learning using OpenCV
Object Tracking & Motion Analysis
Computational Photography & Make a License Plate Reader
Conclusion
BONUS – Deep Learning Computer Vision 1 – Setup a Deep Learning Virtual Machine
BONUS – Deep Learning Computer Vision 2 – Introduction to Neural Networks
BONUS – Deep Learning Computer Vision 3 – Convolutional Neural Networks (CNNs)
BONUS – Deep Learning Computer Vision 4 – Build CNNs in Python using Keras
BONUS – Deep Learning Computer Vision 5 – Build a Cats vs Dogs Classifier
BONUS – Build a Credit Card Number Reader
BONUS – Neural Style Transfer with OpenCV
BONUS – Object Detection – Use SSDs (Single Shot Detector) for Detecting Objects
BONUS – Colorize Black and White Images”

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2. OpenCV Python For Beginners | Hands on Computer Vision 经过 Yogesh Patel Udemy课程

Hands on Practical Examples with OpenCV & Python

截至目前，超过 6402+ 人们已经注册了这门课程，而且已经结束了 193+ 评论.

课程内容
Install and Setup Python
Numpy
Introduction to OpenCV
Install OpenCV
OpenCV Basics
Core Operations
Image Processing in OpenCV
Hough Transform
Road Lane Line Detection Mini Project
Face and Eye Detection
Detect Corners
Background Subtraction Methods
Object Tracking
Stand Alone Executable

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3. Hands on Computer Vision with OpenCV & Python 经过 Shrobon Biswas Udemy课程

A comprehensive & easy to understand foundation to Computer Vision

截至目前，超过 1104+ 人们已经注册了这门课程，而且已经结束了 223+ 评论.

课程内容
“Introduction & Installation
Image Basics
Histograms
Pixel Manipulation & Geometry
Project 1 : Making an Image Snipping utility using Mouse EVENTS
Filtering , Blurring & Noise Removal
All about Thresholding
Project 2 : Making a custom Glitter Filter of an Image
Having fun with images
Working with Videos
Mastering Contours
Project 3: Vehicle Detection from Traffic Videos”

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4. Start OpenCV with Python: Real-time Processing with Webcam 经过 Rune Thomsen Udemy课程

Get started with Computer Vision and become a real-time processing Wizard with OpenCV & Python with fully working games

截至目前，超过 933+ 人们已经注册了这门课程，而且已经结束了 106+ 评论.

课程内容
Introduction
Python and PyCham (Installation on Mac and Windows)
OpenCV – Let’s get started
Understand Frames-per-Second and how the webcam limits it
How to configure your webcam with OpenCV and the limitations
Webcam Flow of Processing and NumPy
First project: Insert logo in live webcam stream
Project: Motion Detection from live Webcam stream
Motion Detection: Noise Tolerant
Project: Create Your First Game
Project: A More Advanced Game

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5. Learn Computer Vision with OpenCV and Python 经过 Ibrahim Delibasoglu Udemy课程

“Image processing basics, Object detection and tracking, Deep Learning, Facial landmarks and many special applications”

截至目前，超过 926+ 人们已经注册了这门课程，而且已经结束了 128+ 评论.

课程内容
Introduction
Basic Image Processing
Special App : Mini Game – Hit the Ball with Key Point Detection
Image Segmentation
Special App – People Counter
Object Tracking
Object Detection
How to Prepare dataset and Train Your Deep Learning Model
Detect and Track Object with YOLO
Object detection with Deep Learning
Special Apps – Missing and Abandoned Object Detection
Facial Landmarks and Special Applications
Assignments
Different Special Applications

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6. Facial recognition using Raspberry Pi and OpenCV 经过 “Venkatesh Varadachari, Satyajeet Sah” Udemy课程

Learn how to detect the human faces and eyes in any image and build your own image puzzle using Python

截至目前，超过 694+ 人们已经注册了这门课程，而且已经结束了 92+ 评论.

课程内容
Introduction
Programming the webcam
Detecting human faces
Face and eye detection
Image Puzzle

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7. Learning Path: OpenCV: Master Image Processing with OpenCV 3 经过 Packt Publishing Udemy课程

Develop interactive computer vision applications with the popular C++ libraries of OpenCV 3

截至目前，超过 664+ 人们已经注册了这门课程，而且已经结束了 86+ 评论.

课程内容
OpenCV 3 – Getting Started with Image Processing
OpenCV 3 – Advanced Image Detection and Reconstruction
OpenCV 3 Projects for Photo Filtering

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8. Develop Opencv based Facial recognition system using c# 经过 Maria Khalid Udemy课程

This course is specially designed for face detection and recognition by capturing faces in real time and display result

截至目前，超过 636+ 人们已经注册了这门课程，而且已经结束了 129+ 评论.

课程内容
Face Detection and Recognition

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9. Computer Vision Fundamentals with OpenCV and C# 经过 F. Frank Ozz Udemy课程

Using OpenCVSharp Wrapper Library

截至目前，超过 508+ 人们已经注册了这门课程，而且已经结束了 105+ 评论.

课程内容
“Introduction
CHAPTER 1- INTRODUCTION TO WRAPPERS AND TABLE OF CONTENTS OF THE COURSE
CHAPTER 2-IMAGE LOADING, DISPLAYING AND SAVING
CHAPTER 3-IMAGE BASICS
CHAPTER 4-MAT CLASS OF OPENCV
CHAPTER 5
CHAPTER 6- THRESHOLDING
CHAPTER 7- HISTOGRAM
CHAPTER 8-FILTERING IMAGES
Section 10- Canny Edge Detection
Section 11- Contour Detection and Contour Analysis
Section 12- Morphological Operations
Appendix A- Object Tracking via webcam and object color
Appendix B- Barcode Detection and Decoding”

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10. Basics of Python and Image Processing With Python (OpenCV) 经过 Yılmaz Alaca Udemy课程

“Learn Basics of Python, Image Processing and Machine Learning | Build Computer Vision Project”

截至目前，超过 278+ 人们已经注册了这门课程，而且已经结束了 80+ 评论.

课程内容
Introduction
Installations
Basics of Python
Conditional Structures
Loops
Functions
Useful Functions and Parameters
Modules
Installation of OpenCV and IDE
Basics of OpenCV
Color Transformations
Copy
Rotation
Filters
Machine Learning
Deep Learning (Face and Hand Model)
Computer Vision Project: Virtual Button
Other Courses

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下面是一些关于学习的常见问题OpenCV

学习OpenCV需要多长时间？

“学习OpenCV需要多长时间”这个问题的答案是。 . .这取决于。每个人都有不同的需求，每个人都在不同的场景下工作，所以一个人的答案可能与另一个人的答案完全不同。

考虑这些问题：你想学习 OpenCV 是为了什么？你的出发点在哪里？您是初学者还是有使用 OpenCV 的经验？你能练习多少？每天1小时？每周40小时？ 查看本课程关于 OpenCV.

OpenCV 学起来容易还是难？

不，学习 OpenCV 对大多数人来说并不难。检查这个 关于如何学习的课程 OpenCV 立刻！

如何快速学习OpenCV？

学习 OpenCV 最快的方法是先得到这个 OpenCV 课程, 然后尽可能练习你学到的任何东西。即使每天只有 15 分钟的练习。一致性是关键.

在哪里学习 OpenCV？

如果您想探索和学习 OpenCV，那么 Udemy 为您提供了学习 OpenCV 的最佳平台。查看此 关于如何学习的课程 OpenCV 立刻！