OpenCV Python For Beginners | Hands on Computer Vision

Course Curriculum

Chapter 1: Install and Setup Python

Lecture 1: How to Install Python 3 on Windows 10

Lecture 2: How to install Python 3 on Mac

Lecture 3: How To Install PyCharm In Windows 10

Lecture 4: How To Install PyCharm In Windows 11

Lecture 5: How To Install PyCharm In Mac

Lecture 6: How To Install PyCharm In Ubuntu 18.04 + Create and Run First Python Project

Lecture 7: How To Install PyCharm In Ubuntu 20.04 + Create and Run First Python Project

Chapter 2: Numpy

Lecture 1: Introduction + Installing numpy

Lecture 2: Python List Vs Numpy Array

Lecture 3: Basic properties and Methods in NumPy Array

Lecture 4: Creating specific arrays, Reshape and more

Chapter 3: Introduction to OpenCV

Lecture 1: Introduction to OpenCV

Chapter 4: Install OpenCV

Lecture 1: How to Install OpenCV for Python on Windows 10

Lecture 2: How To Install OpenCV 4 for Python on Ubuntu 18.04 Linux

Chapter 5: OpenCV Basics

Lecture 1: How to Read, Write, Show Images in OpenCV

Lecture 2: How to Read, Write, Show Videos from Camera in OpenCV

Lecture 3: Draw geometric shapes on images using Python OpenCV

Lecture 4: Setting Camera Parameters in OpenCV Python

Lecture 5: Show Date and Time on Videos using OpenCV Python

Lecture 6: Handle Mouse Events in OpenCV

Lecture 7: More Mouse Event Examples in OpenCV Python

Chapter 6: Core Operations

Lecture 1: cv.split, cv.merge, cv.resize, cv.add, cv.addWeighted, ROI

Lecture 2: Bitwise Operations (bitwise AND, OR, NOT and XOR)

Lecture 3: How to Bind Trackbar To OpenCV Windows

Chapter 7: Image Processing in OpenCV

Lecture 1: Object Detection and Object Tracking Using HSV Color Space

Lecture 2: Simple Image Thresholding

Lecture 3: Adaptive Thresholding

Lecture 4: matplotlib with OpenCV

Lecture 5: Morphological Transformations

Lecture 6: Smoothing Images | Blurring Images OpenCV

Lecture 7: Image Gradients and Edge Detection

Lecture 8: Canny Edge Detection in OpenCV

Lecture 9: Image Pyramids with Python and OpenCV

Lecture 10: Image Blending using Pyramids in OpenCV

Lecture 11: Find and Draw Contours with OpenCV in Python

Lecture 12: Motion Detection and Tracking Using Opencv Contours

Lecture 13: Detect Simple Geometric Shapes using OpenCV in Python

Lecture 14: Understanding image Histograms using OpenCV Python

Lecture 15: Template matching using OpenCV in Python

Chapter 8: Hough Transform

Lecture 1: Probabilistic Hough Transform using HoughLinesP in OpenCV

Lecture 2: Hough Line Transform Theory

Lecture 3: Hough Line Transform using HoughLines method in OpenCV

Lecture 4: Circle Detection using OpenCV Hough Circle Transform

Chapter 9: Road Lane Line Detection Mini Project

Lecture 1: Road Lane Line Detection with OpenCV (Part 1)

Lecture 2: Road Lane Line Detection with OpenCV (Part 2)

Lecture 3: Road Lane Line Detection with OpenCV (Part 3)

Chapter 10: Face and Eye Detection

Lecture 1: Face Detection using Haar Cascade Classifiers

Lecture 2: Eye Detection Haar Feature based Cascade Classifiers

Chapter 11: Detect Corners

Lecture 1: Detect Corners with Harris Corner Detector

Lecture 2: Detect Corners with Shi Tomasi Corner Detector

Chapter 12: Background Subtraction Methods

Lecture 1: How to Use Background Subtraction Methods in OpenCV

Chapter 13: Object Tracking

Lecture 1: Object Tracking Meanshift Method

Lecture 2: Object Tracking Camshift Method

Chapter 14: Stand Alone Executable

Lecture 1: Creating a Stand Alone Executable