OpenCV Python Tutorial for Beginners

Overview

Welcome to this course on OpenCV Python Tutorial For Beginners. In this video I am going to give you a brief Introduction to OpenCV and computer vision.
OpenCV is an image processing library created by Intel and later supported by Willow Garage and now maintained by Itseez. opencv is available on Mac, Windows, Linux. Works in C, C++, and Python.
it is Open Source and free. opencv is easy to use and install.

Starting with an overview of what the course will be covering, we move on to discussing morphological operations and practically learn how they work on images. We will then learn contrast enhancement using equalization and contrast limiting. Finally we will learn 3 methods to subtract the background from the video and implement them using OpenCV.

At the end of this course, you will have a firm grasp of Computer Vision techniques using OpenCV libraries. This course will be your gateway to the world of data science.

Feel the real power of Python and programming! The course offers you a unique approach of learning how to code by solving real world problems.

Syllabus

OpenCV Python Tutorial For Beginners 1 - Introduction to OpenCV.
OpenCV Python Tutorial For Beginners 2 - How to Install OpenCV for Python on Windows 10.
OpenCV Python Tutorial For Beginners 3 - How to Read, Write, Show Images in OpenCV.
How To Install OpenCV 4 for Python on Ubuntu 18.04 Linux / Ubuntu 20.04 LTS.
OpenCV Python Tutorial For Beginners 4 - How to Read, Write, Show Videos from Camera in OpenCV.
OpenCV Python Tutorial For Beginners 5 - Draw geometric shapes on images using Python OpenCV.
OpenCV Python Tutorial For Beginners 6 - Setting Camera Parameters in OpenCV Python.
OpenCV Python Tutorial For Beginners 7 - Show Date and Time on Videos using OpenCV Python.
OpenCV Python Tutorial For Beginners 8 - Handle Mouse Events in OpenCV.
OpenCV Python Tutorial For Beginners 9 - More Mouse Event Examples in OpenCV Python.
OpenCV Python Tutorial For Beginners 10 - cv.split, cv.merge, cv.resize, cv.add, cv.addWeighted, ROI.
OpenCV Python Tutorial For Beginners 11- Bitwise Operations (bitwise AND, OR, NOT and XOR).
OpenCV Python Tutorial For Beginners 12 - How to Bind Trackbar To OpenCV Windows.
OpenCV Python Tutorial For Beginners 13 - Object Detection and Object Tracking Using HSV Color Space.
OpenCV Python Tutorial For Beginners 14 - Simple Image Thresholding.
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OpenCV Python Tutorial For Beginners 15 - Adaptive Thresholding.
OpenCV Python Tutorial For Beginners 16 - matplotlib with OpenCV.
OpenCV Python Tutorial For Beginners 17 - Morphological Transformations.
OpenCV Python Tutorial For Beginners 18 - Smoothing Images | Blurring Images OpenCV.
OpenCV Python Tutorial For Beginners 19 - Image Gradients and Edge Detection.
OpenCV Python Tutorial For Beginners 20 - Canny Edge Detection in OpenCV.
OpenCV Python Tutorial For Beginners 21 - Image Pyramids with Python and OpenCV.
Creating a Stand Alone Executable from a Python Script using PyInstaller.
OpenCV Python Tutorial For Beginners 22 - Image Blending using Pyramids in OpenCV.
OpenCV Python Tutorial For Beginners 22 - Image Blending using Pyramids in OpenCV.
OpenCV Python Tutorial For Beginners 23 - Find and Draw Contours with OpenCV in Python.
OpenCV Python Tutorial For Beginners 24 - Motion Detection and Tracking Using Opencv Contours.
OpenCV Python Tutorial For Beginners 25 - Detect Simple Geometric Shapes using OpenCV in Python.
OpenCV Python Tutorial For Beginners 26 - Understanding image Histograms using OpenCV Python.
OpenCV Python Tutorial For Beginners 27 - Template matching using OpenCV in Python.
OpenCV Python Tutorial For Beginners 28 - Hough Line Transform Theory.
OpenCV Python Tutorial For Beginners 29 - Hough Line Transform using HoughLines method in OpenCV.
OpenCV Python Tutorial For Beginners 30 - Probabilistic Hough Transform using HoughLinesP in OpenCV.
OpenCV Python Tutorial For Beginners 31 - Road Lane Line Detection with OpenCV (Part 1).
OpenCV Python Tutorial For Beginners 32 - Road Lane Line Detection with OpenCV (Part 2).
OpenCV Python Tutorial For Beginners 33 - Road Lane Line Detection with OpenCV (Part 3).
OpenCV Python Tutorial For Beginners 34 - Circle Detection using OpenCV Hough Circle Transform.
OpenCV Python Tutorial For Beginners 35 - Face Detection using Haar Cascade Classifiers.
OpenCV Python Tutorial For Beginners 36 - Eye Detection Haar Feature based Cascade Classifiers.
OpenCV Python Tutorial For Beginners 37 - Detect Corners with Harris Corner Detector in OpenCV.
OpenCV Python Tutorial For Beginners 38 - Detect Corners with Shi Tomasi Corner Detector in OpenCV.
OpenCV Python Tutorial For Beginners 39 - How to Use Background Subtraction Methods in OpenCV.
OpenCV Python Tutorial For Beginners 40 - Mean Shift Object Tracking.
OpenCV Python Tutorial For Beginners 41 - Object Tracking Camshift Method.
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Face Recognition with OpenCV with Python | Part 2.
Face Recognition with OpenCV with Python | Part 3.
Face Recognition with OpenCV with Python | Part 4.
Face Recognition with OpenCV with Python | Part 5.
Face Recognition with OpenCV with Python | Part 6 | Final Part.
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