Learning OpenCV from Scratch with C++

Learning OpenCV from Scratch with C++

Gain insights into OpenCV with C++. Delve into image editing, machine learning functions, and practical applications like object detection. Discover real-world projects to elevate your programming skills.

Beginner

30 Lessons

6h

Certificate of Completion

Gain insights into OpenCV with C++. Delve into image editing, machine learning functions, and practical applications like object detection. Discover real-world projects to elevate your programming skills.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

2 Assessments
5 Quizzes
62 Code Snippets

This course includes

2 Assessments
5 Quizzes
62 Code Snippets

Course Overview

OpenCV is extensively used in the business world for various applications, including facial recognition, object detection, and image and video manipulation. In this course, you'll learn the basics of OpenCV—an open-source machine learning library. You'll begin with an overview of the OpenCV library before moving on to practical applications like viewing images, videos, and webcam input. Next, you'll learn how to edit images with tools like decolorizing, cropping, resizing, and captioning. You'll dive into...Show More

What You'll Learn

An understanding of computer vision using the OpenCV library

The ability to read and edit images, video, and webcam using C++ in OpenCV

Hands-on experience building real-world computer vision applications using C++

A working knowledge of object detection and optical analysis in machine learning using OpenCV

What You'll Learn

An understanding of computer vision using the OpenCV library

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Course Content

1.

Introduction to C++ OpenCV

Get familiar with OpenCV, a powerful library for computer vision and image processing.
2.

Reading Media

Unpack the core of reading images and videos with OpenCV in C++.
3.

Editing Images

Work your way through image editing techniques using OpenCV, including cropping, color spaces, and adding text.
4.

Advanced Editing

Break down complex ideas for advanced image editing and manipulation in OpenCV.
5.

Detection

Solve problems in edge, contour, face, and corner detection using OpenCV techniques.
6.

Real-Life Projects

4 Lessons

See how it works to build and solve document scanners and object tracking projects.
7.

Conclusion

1 Lesson

Build on your OpenCV skills to solve real-world problems and explore advanced concepts.
8.

Appendix

2 Lessons

Step through installing OpenCV on Windows and macOS with detailed setup instructions.

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

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