Hands on Computer Vision with OpenCV 4 & Python 3 | Beginner

Image Processing , Computer Vision, OpenCV, Object detection, Face Detection, Practical Examples with OpenCV & Python

3.70 (15 reviews)
Udemy
platform
English
language
IT Certification
category
75
students
4 hours
content
Mar 2020
last update
$19.99
regular price

What you will learn

Basics of NumPy

Opencv Basics

Opencv 4 with Python 3

Face Detection with OpenCV

Histograms with OpenCV

Objects Tracking with OpenCV

Draw shapes on images

Video processing with OpenCV

Good knowledge of image processing and computer vision

Practical and real life examples of computer vision

Description

Welcome to this on OpenCV Python Tutorial For Beginners.


You are going to learn computer vision & image processing from scratch. We'll start with the basics, starting from installing OpenCV.

Then we will dive deep into the opencv world to learn the most important concepts about computer vision using OpenCV .


You will find real world examples and we will add more by the time.


If you are looking to learn opencv and computer vision from zero, then you are in the correct place, and do not worry, we will add more examples day by day.

Content

About The Course

About the course

Introduction

Install Python 3 - Windows
Install Opencv 4
Install Jupyter

OpenCV Basics

Opencv Basics - read, write and display the image
Opencv Drawing Functions 1 - Lines
Opencv Drawing Functions 2 - Rectangles - Circles
7- Opencv Drawing Functions 3 - Text
8- Opencv Drawing Functions 4 - Polylines
9- Opencv Generate Images
10- Opencv - Understanding the image
11- Opencv - Image Transformations
12- Opencv - get and set pixel value in the image
13- Opencv - ROI - Copy and Paste
14- Opencv - Sum two images - Add and AddWeight

Working with Video in OpenCV

15- Working with Videos - Opencv - reading video
16- More about Videos and Frames in Opencv
17- Opencv - Video Writer - Create Videos

Image Processing Basics with OpenCV

18- Opencv - Simple Image Thresholding
19- Opencv - Color Tracking - Color Filtering
20 - Opencv - Understanding image Histograms
21 - Opencv - Smoothing Images - Image Noise Removal
22 - Opencv - Edge detection - Canny, Sobel, and Laplacian filter
23 - Opencv - Working with Contours
24 - Opencv - Morphological Transformations

Shape, Object and Face Detection and Tracking

25 - Opencv - Basic motion detection, Image subtraction and Background removal
26 - Opencv - Motion detection and Tracking
27 - Opencv - Template Matching
28 - Opencv - Simple Geometric Shapes Detection
29 - Opencv - Detecting the Lines, Hough Line Transform
30 - Opencv - Fourier Transform
31 - Opencv - Face and eyes detection
32 - Opencv - Feature Detection and Description
33 - Opencv - Feature Matching and Object Detection

Screenshots

Hands on Computer Vision with OpenCV 4 & Python 3 | Beginner - Screenshot_01Hands on Computer Vision with OpenCV 4 & Python 3 | Beginner - Screenshot_02Hands on Computer Vision with OpenCV 4 & Python 3 | Beginner - Screenshot_03Hands on Computer Vision with OpenCV 4 & Python 3 | Beginner - Screenshot_04

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2664372
udemy ID
11/20/2019
course created date
8/19/2020
course indexed date
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