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 MatDescriptionlib
Learn working with Webcam
Linear Algebra and Matrices

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 MatDescriptionlib.

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

With over 50 lectures and more than 6 hours of video this comprehensive course leaves no stone unturned in teaching you Image Processing and Computer Vision with Python 3, NumPy, matDescriptionlib, 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, matDescriptionlib, 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 MatDescriptionlib

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 MatDescriptionlib

Ndarray Manipulation

Random Array Generation

Bitwise Operations

Statistical Functions

Basics of MatDescriptionlib

Image Processing with NumPy and MatDescriptionlib

Installation of OpenCV on Windows and RPi

OpenCV and MatDescriptionlib

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 Applications

Additional Projects

You will get lifetime access to over 50 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