5.0
Beginner
6h
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.
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 machine learning functions like edge detection, contour detection, corner detection, and face detection. Finally, you'll work on practical projects like document scanners and object trackers.
By the end of this course, you’ll have a solid understanding of OpenCV and machine learning with C++. You'll be able to create functional applications using computer vision principles, preparing you for real-world projects. Taking this course will allow you to take your programming skills to the next level.
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
Show more
Content
2.
Reading Media
3 Lessons
Unpack the core of reading images and videos with OpenCV in C++.
3.
Editing Images
8 Lessons
Work your way through image editing techniques using OpenCV, including cropping, color spaces, and adding text.
4.
Advanced Editing
6 Lessons
Break down complex ideas for advanced image editing and manipulation in OpenCV.
5.
Detection
5 Lessons
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.
8.
Appendix
2 Lessons
Step through installing OpenCV on Windows and macOS with detailed setup instructions.
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.
Course Author:
Developed by MAANG Engineers
Trusted by 2.8 million developers working at companies
"These are high-quality courses. Trust me the price is worth it for the content quality. Educative came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks"
Anthony Walker
@_webarchitect_
"Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!"
Evan Dunbar
ML Engineer
"You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it."
Software Developer
Carlos Matias La Borde
"I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site"
Souvik Kundu
Front-end Developer
"Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content."
Vinay Krishnaiah
Software Developer
Hands-on Learning Powered by AI
See how Educative uses AI to make your learning more immersive than ever before.
AI Prompt
Code Feedback
Explain with AI
AI Code Mentor
Free Resources
