说明:
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 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, 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 Applications
Additional Projects
You will get lifetime access to over 50 lectures plus corresponding PDFs, Image Datasets, and the Jupyter notebooks for the lectures!
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
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
Last updated 12/2018 |
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