OpenCV Course - Full Tutorial with Python - OpenCV Course - Full Tutorial with Python

Master Computer Vision: Dive into Python with OpenCV's Complete Course!

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14 learners

What you'll learn

Understand the basics of computer vision and its applications using OpenCV.
Learn to implement image processing techniques in Python.
Gain skills in using OpenCV for object detection and recognition.
Acquire the ability to develop custom image and video analysis projects.

This course includes

3.5 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

opencv python Caer

Full Transcript

Learn everything you need to know about OpenCV in this full course for beginners. You will learn the very basics (reading images and videos, image transformations) to more advanced concepts (color spaces, edge detection). Towards the end, you'll have hands-on experience building a Deep Computer Vision model to classify between the characters in the popular TV series "The Simpsons". ⭐️ Code ⭐️ 🔗Github link: https://github.com/jasmcaus/opencv-course 🔗The Caer Vision library: https://github.com/jasmcaus/caer 🎥 Course developed by Jason Dsouza. Check out his work on Github: https://github.com/jasmcaus ❤️ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba) ⭐️ Course Contents ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:01:07) Installing OpenCV and Caer Section #1 - Basics ⌨️ (0:04:12) Reading Images & Video ⌨️ (0:12:57) Resizing and Rescaling Frames ⌨️ (0:20:21) Drawing Shapes & Putting Text ⌨️ (0:31:55) 5 Essential Functions in OpenCV ⌨️ (0:44:13) Image Transformations ⌨️ (0:57:06) Contour Detection Section #2 - Advanced ⌨️ (1:12:53) Color Spaces ⌨️ (1:23:10) Color Channels ⌨️ (1:31:03) Blurring ⌨️ (1:44:27) BITWISE operations ⌨️ (1:53:06) Masking ⌨️ (2:01:43) Histogram Computation ⌨️ (2:15:22) Thresholding/Binarizing Images ⌨️ (2:26:27) Edge Detection Section #3 - Faces: ⌨️ (2:35:25) Face Detection with Haar Cascades ⌨️ (2:49:05) Face Recognition with OpenCV's built-in recognizer Section #4 - Capstone ⌨️ (3:11:57) Deep Computer Vision: The Simpsons ⭐️ More ways to connect with Jason Dsouza ⭐️ - Medium: https://jasmcaus.medium.com - Twitter: https://twitter.com/jasmcaus - LinkedIn: https://www.linkedin.com/in/jasmcaus ✏️ Check out Jason's Deep Learning Crash Course for Beginners: https://youtu.be/VyWAvY2CF9c ⭐️ Special thanks to our Champion supporters! ⭐️ 🏆 Loc Do 🏆 Joseph C 🏆 DeezMaster -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news