Complete Python OpenCV Computer Vision Masterclass
3.9 (52 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
3,650 students enrolled

Complete Python OpenCV Computer Vision Masterclass

Learn Image Processing and Computer Vision Programming with OpenCV, NumPy Basics, and Data Visualization with Matplotlib
3.9 (52 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
3,650 students enrolled
Last updated 11/2019
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Current price: $13.99 Original price: $19.99 Discount: 30% off
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This course includes
  • 12.5 hours on-demand video
  • 6 articles
  • 10 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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What you'll learn
  • Understand the Scientific Python Ecosystem
  • Understand Computer Vision and Image Processing Concepts
  • Learn basics of NumPy Fundamentals for Images
  • Learn Basic Visualization with Matplotlib
  • Learn working with Webcam
  • Linear Algebra and Matrices
  • Image Processing and Computer Vision Concepts
Course content
Expand all 107 lectures 12:18:18
+ Introduction
7 lectures 30:13
Please do leave your feedback for this course
Processing..
Scientific Python Ecosystem
06:15
Important Web URLs for all the projects in Scientific Python Ecosystem
00:02
What is Digital Image Processing?
07:20
What is Computer Vision?
05:17
+ Python 3 on Windows
2 lectures 12:38
Python 3 on Installation on Windows
07:48
Verification of Python 3 Environment on Windows
04:50
+ Python 3 on Raspberry Pi
9 lectures 01:08:01
What is Raspberry Pi
08:39
Unboxing of RPi 3B+
03:36
Web URLs of softwares for downloads
00:02
Raspbian OS Installation Part 1
16:49
Raspbian OS Installation Part 2
16:30
Install VNC and connect to the Raspberry Pi desktop remotely
12:30
List of Linux commands used in the installation
00:04
Install IDLE3 on Raspberry Pi Raspbian
02:50
Python 3 on Raspberry Pi Raspbian OS
07:01
+ Python 3 Basics
5 lectures 35:34
Hello World! on Windows Improved
03:04
Hello World! on Raspberry Pi
05:07
Python 3 Scripting vs Interpreter Mode
09:06
A brief Tour of IDLE
12:27
PC vs RPi
05:50
+ Python Package Index and pip
3 lectures 18:44
Python Package Index and pip explained
05:28
pip on Windows
04:40
pip on Raspberry Pi
08:36
+ Install NumPy and matplotlib on Windows and Raspberry Pi
2 lectures 10:26
Install NumPy and matplotlib on Windows
04:05
Install NumPy and matplotlib on Raspberry Pi
06:21
+ Jupyter Notebook
6 lectures 59:57
Jupyter and IPython improved
12:48
Jupyter Installation on Windows
06:31
Jupyter Installation on Raspberry Pi
06:36
PuTTY
04:01
Connecting to Remote Jupyter Notebook
07:59
A brief tour of Jupyter
22:02
+ Getting Started with NumPy
5 lectures 35:39
Introduction to NumPy
04:53
Ndarray, Indexing, and Slicing improved
20:55
Ndarrays Properties
06:59
NumPy Constants
02:51
NumPy DataTypes
00:01
+ Creation of Arrays and Matplotlib
4 lectures 33:09
Ones and Zeros
08:23
Matrices
04:59
Matplotlib
03:53
Numerical Value Ranges and Visualizations
15:54
Requirements
  • Windows PC/ Raspberry Pi with Internet Connection
  • Zeal and enthusiasm to learn new things
  • a burning desire to take your career to the next level
  • Basic Programming and Python Programming Basics
  • basic mathematics knowledge will be greatly appreciated
Description

Become a Master in Image Processing and Computer Vision with Python 3 and acquire employers' one of the most requested skills of 21st Century! An expert level Image Processing and Computer Vision Professional can earn minimum $100000 (that's five zeros after 1) in today's economy.

This is the most comprehensive, yet straight-forward course for the Image Processing and Computer Vision with Python 3 on Udemy! Whether you have never worked with Computer Vision before, already know basics of Image Processing, or want to learn the advanced features of OpenCV with Python 3, this course is for you! In this course we will teach you OpenCV with Python 3, Jupyter, NumPy, and Matplotlib. 

(Note, we also provide you PDFs and Jupyter Notebooks in case you need them)

With over 105 lectures and more than 12.5 hours of video this comprehensive course leaves no stone unturned in teaching you Image Processing and Computer Vision with Python 3, NumPy, matplotlib, and OpenCV!

This course will teach you Image Processing and Computer Vision in a very practical manner, with every lecture comes a programming video and a corresponding Jupyter notebook that has Python 3 code! Learn in whatever manner is the best for you!

We will start by helping you get Python3, NumPy, matplotlib, Jupyter, and OpenCV installed on your Windows computer and Raspberry Pi.

We cover a wide variety of topics, including:

  • Basics of Scientific Python Ecosystem

  • Basics of OpenCV

  • Basics of NumPy and Matplotlib

  • Installation of Python 3 on Windows

  • Setting up Raspberry Pi

  • Tour of Python 3 environment on Raspberry Pi

  • Jupyter installation and basics

  • NumPy Ndarrays

  • Array Creation Routines

  • Basic Visualization with Matplotlib

  • Ndarray Manipulation

  • Random Array Generation

  • Bitwise Operations

  • Statistical Functions

  • Basics of Matplotlib

  • Image Processing with NumPy and Matplotlib

  • Installation of OpenCV on Windows and RPi

  • OpenCV and Matplotlib

  • OpenCV and webcam on Windows and RPi

  • More Arithmetic and Logical Operations

  • More Operations on Images

  • Thresholding

  • Noise and Filters

  • Restoration and Quantization

  • Histogram

  • Morphological Operations and Max RGB Filters

  • Contours and its applications

  • Additional Projects

You will get lifetime access to over 100 lectures plus corresponding PDFs, Image Datasets, and the Jupyter notebooks for the lectures! 

So what are you waiting for? Learn Computer Vision and Image Processing with Python 3 in a way that will advance your career and increase your knowledge, all in a fun and practical way!

Who this course is for:
  • Computer Vision and image Processing Professionals
  • Data Science Professionals: Data Scientists and Data Engineers
  • Robotics and Machine Vision Professionals
  • AI and Machine Learning Professionals
  • Scientists, Mathematicians, Physicists, and Engineers
  • Python Developers and Programmers
  • Managers and Business Professionals
  • Anyone who wants to learn