OpenCV Computer Vision Application Programming

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Incorporate OpenCV's powerful computer vision application programming techniques to build and make your own applications stand out from the crowd"OpenCV Computer Vision Application Programming" allows you to dive into the world of computer vision and get many practical benefits from it with minimal effort. You will learn to recognize and identify specific faces among others, or even train your very own object detector to use it for your own specific purposes."OpenCV Computer Vision Application Programming" helps you get started with the library by first learning how to install OpenCV correctly on your system. You will then explore basic image processing concepts as well as the different interfaces that you can use in OpenCV. Develop techniques to separate foreground and background in your images, create stunning panoramas easily by stitching normal images together, enhance your photographs, calibrate your camera and automatically detect common objects like faces or people on your images. Reduce the distortion of your photographs and make straight lines of the scene look straight instead of bent in your images.You will learn to change the perspective of your images so that it appears that you are moving around, similar to google street view navigation and develop a 3D representation of a scene using stereoscopic images.On completion of this course, you will be able to mix and match the provided examples to build your own application.About the AuthorSebastian Montabone is a computer engineer with a Master of Science degree in computer vision. He is the author of scientific articles regarding image processing and a book, Beginning Digital Image Processing: Using Free Tools for Photographers.
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He uses many open source software and strongly believes in the open source philosophy. Embedded systems also have been of interest to him, especially mobile phones

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Online

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Different dates availableEnrolment now open

About this course

Learn what OpenCV is and how to install it on Linux and Windows
Development with OpenCV using the recommended C++ interface, as well as an introduction to the Python and C interfaces.
Segment objects in your images using grabcut and watershed, cluster your data, and spot interesting points in the image
Merge different images into a single panorama using the technique called panorama stitching
Detect common objects in your images, like faces, eyes, or people
Train your own object detector to detect custom objects
Recognize a face among many others
Learn to calibrate your camera
Remove or reduce the distortion of an image caused by the lens, commonly known as barrel distortion
Change the perspective of an image to match a different 3D pose
Create an image that represents depth information of the scene using stereoscopic images

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2021

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More than 50 reviews in the last 12 months

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Subjects

  • Install
  • Programming
  • Threading
  • Project
  • Image
  • Drawing
  • Installation
  • Visual C
  • Linux
  • Windows
  • Benefits

Course programme

Getting Started with OpenCV 3 lectures 17:26 Introduction to OpenCV OpenCV is an open source computer vision programming library. With it, programmers can perform advanced image processing tasks easily. Mobile applications too can be created with OpenCV for Android, iOS and WP7.
  • Discover what OpenCV is and the application where OpenCV can be applied to
  • Understand the benefits of using OpenCV instead of other image processing libraries
  • Get to know the usage of modules in OpenCV
Installation on Linux Installation of OpenCV on Linux is rather complicated. This video shows you how to get it right, step-by-step using Ubuntu. The installation includes the new Qt GUI, Threading Building Blocks (TBB), Python support and more.
  • Install the required libraries and setup the OpenCV library
  • Compile and install the OpenCV library
  • Configure the system to add OpenCV and you should have OpenCV correctly installed
Installation on Windows OpenCV can be hard to install in Windows. OpenCV is installed, step-by-step on Windows in this video.
  • Download and install Cmake and Visual C++ 2010 Express. Then, download and extract OpenCV
  • Configure and compile OpenCV with the specific system that we have
  • Add OpenCV directories to the path to make the library globally accesible
Getting Started with OpenCV 3 lectures 17:26 Introduction to OpenCV OpenCV is an open source computer vision programming library. With it, programmers can perform advanced image processing tasks easily. Mobile applications too can be created with OpenCV for Android, iOS and WP7.
  • Discover what OpenCV is and the application where OpenCV can be applied to
  • Understand the benefits of using OpenCV instead of other image processing libraries
  • Get to know the usage of modules in OpenCV
Installation on Linux Installation of OpenCV on Linux is rather complicated. This video shows you how to get it right, step-by-step using Ubuntu. The installation includes the new Qt GUI, Threading Building Blocks (TBB), Python support and more.
  • Install the required libraries and setup the OpenCV library
  • Compile and install the OpenCV library
  • Configure the system to add OpenCV and you should have OpenCV correctly installed
Installation on Windows OpenCV can be hard to install in Windows. OpenCV is installed, step-by-step on Windows in this video.
  • Download and install Cmake and Visual C++ 2010 Express. Then, download and extract OpenCV
  • Configure and compile OpenCV with the specific system that we have
  • Add OpenCV directories to the path to make the library globally accesible
Introduction to OpenCV OpenCV is an open source computer vision programming library. With it, programmers can perform advanced image processing tasks easily. Mobile applications too can be created with OpenCV for Android, iOS and WP7.
  • Discover what OpenCV is and the application where OpenCV can be applied to
  • Understand the benefits of using OpenCV instead of other image processing libraries
  • Get to know the usage of modules in OpenCV
Introduction to OpenCV OpenCV is an open source computer vision programming library. With it, programmers can perform advanced image processing tasks easily. Mobile applications too can be created with OpenCV for Android, iOS and WP7.
  • Discover what OpenCV is and the application where OpenCV can be applied to
  • Understand the benefits of using OpenCV instead of other image processing libraries
  • Get to know the usage of modules in OpenCV
Introduction to OpenCV OpenCV is an open source computer vision programming library. With it, programmers can perform advanced image processing tasks easily. Mobile applications too can be created with OpenCV for Android, iOS and WP7.
  • Discover what OpenCV is and the application where OpenCV can be applied to
  • Understand the benefits of using OpenCV instead of other image processing libraries
  • Get to know the usage of modules in OpenCV
Introduction to OpenCV OpenCV is an open source computer vision programming library. With it, programmers can perform advanced image processing tasks easily. Mobile applications too can be created with OpenCV for Android, iOS and WP7.
  • Discover what OpenCV is and the application where OpenCV can be applied to
  • Understand the benefits of using OpenCV instead of other image processing libraries
  • Get to know the usage of modules in OpenCV
OpenCV is an open source computer vision programming library. With it, programmers can perform advanced image processing tasks easily. Mobile applications too can be created with OpenCV for Android, iOS and WP7.
  • Discover what OpenCV is and the application where OpenCV can be applied to
  • Understand the benefits of using OpenCV instead of other image processing libraries
  • Get to know the usage of modules in OpenCV
OpenCV is an open source computer vision programming library. With it, programmers can perform advanced image processing tasks easily. Mobile applications too can be created with OpenCV for Android, iOS and WP7.
  • Discover what OpenCV is and the application where OpenCV can be applied to
  • Understand the benefits of using OpenCV instead of other image processing libraries
  • Get to know the usage of modules in OpenCV
Installation on Linux Installation of OpenCV on Linux is rather complicated. This video shows you how to get it right, step-by-step using Ubuntu. The installation includes the new Qt GUI, Threading Building Blocks (TBB), Python support and more.
  • Install the required libraries and setup the OpenCV library
  • Compile and install the OpenCV library
  • Configure the system to add OpenCV and you should have OpenCV correctly installed
Installation on Linux Installation of OpenCV on Linux is rather complicated. This video shows you how to get it right, step-by-step using Ubuntu. The installation includes the new Qt GUI, Threading Building Blocks (TBB), Python support and more.
  • Install the required libraries and setup the OpenCV library
  • Compile and install the OpenCV library
  • Configure the system to add OpenCV and you should have OpenCV correctly installed
Installation on Linux Installation of OpenCV on Linux is rather complicated. This video shows you how to get it right, step-by-step using Ubuntu. The installation includes the new Qt GUI, Threading Building Blocks (TBB), Python support and more.
  • Install the required libraries and setup the OpenCV library
  • Compile and install the OpenCV library
  • Configure the system to add OpenCV and you should have OpenCV correctly installed
Installation on Linux Installation of OpenCV on Linux is rather complicated. This video shows you how to get it right, step-by-step using Ubuntu. The installation includes the new Qt GUI, Threading Building Blocks (TBB), Python support and more.
  • Install the required libraries and setup the OpenCV library
  • Compile and install the OpenCV library
  • Configure the system to add OpenCV and you should have OpenCV correctly installed
Installation of OpenCV on Linux is rather complicated. This video shows you how to get it right, step-by-step using Ubuntu. The installation includes the new Qt GUI, Threading Building Blocks (TBB), Python support and more.
  • Install the required libraries and setup the OpenCV library
  • Compile and install the OpenCV library
  • Configure the system to add OpenCV and you should have OpenCV correctly installed
Installation of OpenCV on Linux is rather complicated. This video shows you how to get it right, step-by-step using Ubuntu. The installation includes the new Qt GUI, Threading Building Blocks (TBB), Python support and more.
  • Install the required libraries and setup the OpenCV library
  • Compile and install the OpenCV library
  • Configure the system to add OpenCV and you should have OpenCV correctly installed
Installation on Windows OpenCV can be hard to install in Windows. OpenCV is installed, step-by-step on Windows in this video.
  • Download and install Cmake and Visual C++ 2010 Express. Then, download and extract OpenCV
  • Configure and compile OpenCV with the specific system that we have
  • Add OpenCV directories to the path to make the library globally accesible
Installation on Windows OpenCV can be hard to install in Windows. OpenCV is installed, step-by-step on Windows in this video.
  • Download and install Cmake and Visual C++ 2010 Express. Then, download and extract OpenCV
  • Configure and compile OpenCV with the specific system that we have
  • Add OpenCV directories to the path to make the library globally accesible
Installation on Windows OpenCV can be hard to install in Windows. OpenCV is installed, step-by-step on Windows in this video.
  • Download and install Cmake and Visual C++ 2010 Express. Then, download and extract OpenCV
  • Configure and compile OpenCV with the specific system that we have
  • Add OpenCV directories to the path to make the library globally accesible
Installation on Windows OpenCV can be hard to install in Windows. OpenCV is installed, step-by-step on Windows in this video.
  • Download and install Cmake and Visual C++ 2010 Express. Then, download and extract OpenCV
  • Configure and compile OpenCV with the specific system that we have
  • Add OpenCV directories to the path to make the library globally accesible
OpenCV can be hard to install in Windows. OpenCV is installed, step-by-step on Windows in this video.
  • Download and install Cmake and Visual C++ 2010 Express. Then, download and extract OpenCV
  • Configure and compile OpenCV with the specific system that we have
  • Add OpenCV directories to the path to make the library globally accesible
OpenCV can be hard to install in Windows. OpenCV is installed, step-by-step on Windows in this video.
  • Download and install Cmake and Visual C++ 2010 Express. Then, download and extract OpenCV
  • Configure and compile OpenCV with the specific system that we have
  • Add OpenCV directories to the path to make the library globally accesible
OpenCV Basics 5 lectures 23:36 OpenCV Interfaces OpenCV offers different programming interfaces. Get to know which are the possible programming languages that can be used with OpenCV.
  • Show the different programming interfaces available
  • Describe each interface
  • Know which one we should use depending on our project
C Interface Basics The C interface is useful as many examples are written in it. Here we will learn the basics of it. We will also learn how to use pkg-config to compile the code.
  • Write a C program that reads an image
  • Use pkg-config to compile it and use your code in your own projects easily, specially old code
  • Learn how to compile the code effectively
OpenCV Basics - C++ Interface Basics The C++ interface is useful as it provides better memory management than the C interface. Here we will learn the basics of it. We will also learn how to compile it using CMake.
  • Write a C++ program that reads an image
  • Use CMake to compile it and hence compile large and complex projects easily
  • Remember that we can also use pkg-config to compile C++ programs as well
Python Interface Basics The Python interface is useful because many people are more confident with Python rather than C/C++. Also, the final code is usually shorter as compared to using C or C++. Here we will learn the basics of it.
  • Write and run a Python program that reads an image
  • Access the pixels of the image. Read and write them
  • Learn how to use chmod to activate the executable flag and then run it directly
Drawing Shapes Drawing shapes such as rectangles, lines, circles, or text is very useful when working with OpenCV. Here we will learn the basics of it.
  • Explore the different shapes OpenCV has to offer
  • Write text on the image
  • Mix shapes and text on the same image
OpenCV Basics. 5 lectures 23:36 OpenCV Interfaces OpenCV offers different programming interfaces. Get to know which are the possible programming languages that can be used with OpenCV.
  • Show the different programming interfaces available
  • Describe each interface
  • Know which one we should use depending on our project
C Interface Basics The C interface is useful as many examples are written in it. Here we will learn the basics of it. We will also learn how to use pkg-config to compile the code.
  • Write a C program that reads an image
  • Use pkg-config to compile it and use your code in your own projects easily, specially old code
  • Learn how to compile the code effectively
OpenCV Basics - C++ Interface Basics The C++ interface is useful as it provides better memory management than the C interface. Here we will learn the basics of it. We will also learn how to compile it using CMake.
  • Write a C++ program that reads an image
  • Use CMake to compile it and hence compile large and complex projects easily
  • Remember that we can also use pkg-config to compile C++ programs as well
Python Interface Basics The Python interface is useful because many people are more confident with Python rather than C/C++. Also, the final code is usually shorter as compared to using C or C++. Here we will learn the basics of it.
  • Write and run a Python program that reads an image
  • Access the pixels of the image. Read and write them
  • Learn how to use chmod to activate the executable flag and then run it directly
Drawing Shapes Drawing shapes such as rectangles, lines, circles, or text is very useful when working with OpenCV. Here we will learn the basics of it.
  • Explore the different shapes OpenCV has to offer
  • Write text on the image
  • Mix shapes and text on the same image
OpenCV Interfaces OpenCV offers different programming interfaces. Get to know which are the possible programming languages that can be used with OpenCV.
  • Show the different programming interfaces available
  • Describe each interface
  • Know which one we should use depending on our project
OpenCV Interfaces OpenCV offers different programming interfaces. Get to know which are the possible programming languages that can be used with OpenCV.
  • Show the different programming interfaces available
  • Describe each interface
  • Know which one we should use depending on our project
OpenCV Interfaces OpenCV offers different programming interfaces. Get to know which are the possible programming languages that can be used with OpenCV.
  • Show the different programming interfaces available
  • Describe each interface
  • Know which one we should use depending on our project
OpenCV Interfaces OpenCV offers different programming interfaces ty to change the size of our image
  • Get to know how to obtain a...

    • Additional information

    Prior knowledge of computer vision or image processing is not needed

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    OpenCV Computer Vision Application Programming

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