OpenCV Python For Beginners Course

59 Lessons
347 Students
Certificate of completion

Track:

Programming

OpenCV through Python. Since Python saves you a lot of time on the declaration of variables etc, it is much easier to use it with a basic knowledge of Image Processing and Numpy .

To Register in Course you have to watch at least 30 Second of any lesson

What You'll Learn

Master image processing techniques using OpenCV and Python for real-world applications including object detection and image enhancement
Implement computer vision algorithms with Python to analyze and manipulate images efficiently
Utilize NumPy alongside OpenCV for advanced image processing and data handling tasks
Develop practical skills in video analysis, including frame extraction and motion detection with Python
Apply OpenCV functions to perform image transformations such as resizing, cropping, and color space conversions
Create applications for facial recognition and feature detection using OpenCV and Python
Optimize image processing workflows for speed and accuracy in Python-based projects
Troubleshoot common issues in OpenCV Python projects to ensure robust image analysis solutions

Course Content

59 Lessons • 54 h 1 m total

OpenCV Python Tutorial For Beginners 1 Introduction to OpenCV

5:58

OpenCV Python Tutorial For Beginners 2 How to Install OpenCV for Python on Windows 10

10:13

OpenCV Python Tutorial For Beginners 3 How to Read Write Show Images in OpenCV

17:38

How To Install OpenCV 4 for Python on Ubuntu 18 04 Linux Ubuntu 20 04 LTS

7:22

OpenCV Python Tutorial For Beginners 4 How to Read Write Show Videos from Camera in OpenCV

16:28

OpenCV Python Tutorial For Beginners 5 Draw geometric shapes on images using Python OpenCV

15:59

OpenCV Python Tutorial For Beginners 6 Setting Camera Parameters in OpenCV Python

5:28

OpenCV Python Tutorial For Beginners 7 Show Date and Time on Videos using OpenCV Python

8:20

OpenCV Python Tutorial For Beginners 8 Handle Mouse Events in OpenCV

16:46

OpenCV Python Tutorial For Beginners 9 More Mouse Event Examples in OpenCV Python

14:02

OpenCV Python Tutorial For Beginners 10 cv split cv merge cv resize cv add cv addWeighted ROI

17:10

OpenCV Python Tutorial For Beginners 11 Bitwise Operations bitwise AND OR NOT and XOR

13:11

OpenCV Python Tutorial For Beginners 12 How to Bind Trackbar To OpenCV Windows

18:31

OpenCV Python Tutorial For Beginners 13 Object Detection and Object Tracking Using HSV Color Space

19:52

OpenCV Python Tutorial For Beginners 14 Simple Image Thresholding

13:09

Full Python Programming Course | Python Tutorial for Beginners | Learn Python

9:46:43

OpenCV Python Tutorial For Beginners 15 Adaptive Thresholding

10:03

OpenCV Python Tutorial For Beginners 16 matplotlib with OpenCV

14:49

OpenCV Python Tutorial For Beginners 17 Morphological Transformations

22:18

OpenCV Python Tutorial For Beginners 18 Smoothing Images | Blurring Images OpenCV

17:56

OpenCV Python Tutorial For Beginners 19 Image Gradients and Edge Detection

14:25

OpenCV Python Tutorial For Beginners 20 Canny Edge Detection in OpenCV

7:40

OpenCV Python Tutorial For Beginners 21 Image Pyramids with Python and OpenCV

20:41

Creating a Stand Alone Executable from a Python Script using PyInstaller

16:29

OpenCV Python Tutorial For Beginners 22 Image Blending using Pyramids in OpenCV

21:33

OpenCV Python Tutorial For Beginners 22 Image Blending using Pyramids in OpenCV

21:33

OpenCV Python Tutorial For Beginners 23 Find and Draw Contours with OpenCV in Python

10:51

OpenCV Python Tutorial For Beginners 24 Motion Detection and Tracking Using Opencv Contours

19:16

OpenCV Python Tutorial For Beginners 25 Detect Simple Geometric Shapes using OpenCV in Python

18:49

OpenCV Python Tutorial For Beginners 26 Understanding image Histograms using OpenCV Python

16:11

OpenCV Python Tutorial For Beginners 27 Template matching using OpenCV in Python

19:08

OpenCV Python Tutorial For Beginners 28 Hough Line Transform Theory

12:38

OpenCV Python Tutorial For Beginners 29 Hough Line Transform using HoughLines method in OpenCV

12:42

OpenCV Python Tutorial For Beginners 30 Probabilistic Hough Transform using HoughLinesP in OpenCV

10:48

OpenCV Python Tutorial For Beginners 31 Road Lane Line Detection with OpenCV Part 1

15:59

OpenCV Python Tutorial For Beginners 32 Road Lane Line Detection with OpenCV Part 2

20:46

OpenCV Python Tutorial For Beginners 33 Road Lane Line Detection with OpenCV Part 3

8:42

OpenCV Python Tutorial For Beginners 34 Circle Detection using OpenCV Hough Circle Transform

12:06

OpenCV Python Tutorial For Beginners 35 Face Detection using Haar Cascade Classifiers

12:22

OpenCV Python Tutorial For Beginners 36 Eye Detection Haar Feature based Cascade Classifiers

7:13

How to Get The Certificate

You must have an Account on the platform.
Complete all lessons.
Watch at least 50% of Lesson Duration.
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OpenCV Python for Beginners

Programming

OpenCV Python for Beginners

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OpenCV Python For Beginners Course Description

OpenCV through Python. Since Python saves you a lot of time on the declaration of variables etc, it is much easier to use it with a basic knowledge of Image Processing and Numpy .

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