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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

Certificate of Completion

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

2 Assessments

5 Quizzes

62 Code Snippets

Course Overview

What You'll Learn

Course Content

Apply Your Skills

Recommendations

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

OpenCV is extensively used in the business world for various applications, including facial recognition, object detection, and i...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

An understanding of computer vision using the OpenCV library

Course Content

Introduction to C++ OpenCV

1 Lessons

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

Getting Started with OpenCV

Reading Media

3 Lessons

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

Reading Images

Reading Videos

Quiz Yourself on Reading Images and Videos

Editing Images

8 Lessons

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

Cropping and Resizing

Color Spaces

Image Translation and Rotation

Quiz Yourself on Editing Images

Reading and Editing Images with OpenCV

Assessment

Advanced Editing

6 Lessons

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

Split and Merge Color Channels

Join Images

Bitwise Operators

Masking Images

Drawing Shapes on an Image with a Mouse

Quiz Yourself on Advanced Editing

Detection

5 Lessons

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

Quiz Yourself on Detection

Assessment on Advanced Editing and Detection

Assessment

Real-Life Projects

4 Lessons

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

Build a Document Scanner

Solution: Document Scanner

Build an Object Tracker

Solution: Object Tracker

Conclusion

1 Lessons

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

What Next?

10.

Appendix

2 Lessons

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

Installation on Windows

Installation on macOS

Course Author

Nishan Poudel

Project

Colorize Your Grayscale Images Using DeOldify and Gradio

intermediate

1 hour

Project

Colorize Your Grayscale Images Using DeOldify and Gradio

Learn how to use DeOldify for sophisticated image colorization and build a user-friendly web application for it using Gradio.

intermediate

1 hour

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Instant Code Feedback

Evaluate and debug your code with the click of a button. Get real-time feedback on test cases, including time and space complexity of your solutions.

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AI Code Mentor

AI Code Mentor helps you quickly identify errors in your code, learn from your mistakes, and nudge you in the right direction — just like a 1:1 tutor!

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