Basics of Python and Image Processing With Python (OpenCV)

Learn Basics of Python, Image Processing and Machine Learning | Build Computer Vision Project

Hello everyone,

What you’ll learn

  • Basics of Python,.
  • Basics of OpenCV,.
  • Basics of Deep Learning,.
  • Computer Vision.

Course Content

  • Introduction –> 2 lectures • 2min.
  • Installations –> 2 lectures • 7min.
  • Basics of Python –> 24 lectures • 1hr 31min.
  • Conditional Structures –> 6 lectures • 28min.
  • Loops –> 10 lectures • 34min.
  • Functions –> 13 lectures • 53min.
  • Useful Functions and Parameters –> 4 lectures • 16min.
  • Modules –> 6 lectures • 27min.
  • Installation of OpenCV and IDE –> 2 lectures • 7min.
  • Basics of OpenCV –> 13 lectures • 59min.
  • Color Transformations –> 3 lectures • 14min.
  • Copy –> 1 lecture • 3min.
  • Rotation –> 2 lectures • 11min.
  • Filters –> 4 lectures • 16min.
  • Machine Learning –> 3 lectures • 20min.
  • Deep Learning (Face and Hand Model) –> 4 lectures • 24min.
  • Computer Vision Project: Virtual Button –> 7 lectures • 26min.

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Requirements

Hello everyone,

 

With the Basics of Python and Image Processing with Python (OpenCV) course, we will learn the basics of Python programming language and image processing well, and we will build deep learning projects. Thanks to the course contents, you will be expert in Python and Image Processing. Here are some of the topics that are covered:

  • Basics of Python:
    1. Variables,
    2. Data types,
    3. Standart Input and Output Functions,
    4. Lists, Tuples and Dictionaries,
    5. Methods,
    6. Arithmetic Operators,
    7. Type Conversions,
    8. Logical Conjuctions
    9. Conditional Structures,
    10. Loops,
    11. Functions,
    12. Modules and
    13. More Examples.
  • Basics of OpenCV:
    1. Reading and Showing an Image,
    2. Reaching Height, Width and Channels of an Image,
    3. Resizing an Image,
    4. Reaching Pixel Density of Color Image,
    5. Cropping a Certain Area,
    6. Saving an Image,
    7. Texting,
    8. Video and Webcam Operations,
    9. Color Transformations,
    10. Copy,
    11. Rotation and
    12. Filters.
  • Machine Learning:
    1. Face and Eye Detection.
  • Deep Learning:
    1. Creating Face and Hand Model.
  • Project: Virtual Button

No previous programming knowledge is required.

You are never too old to set another goal or to dream a new dream.” – C.S.Lewis

Do the difficult things while they are easy and do the great things while they are small. A journey of a thousand miles begins with a single step” – Lao

You get the best information that I have compiled over years of trial and error and experience!

Best wishes,

Yılmaz ALACA

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