sergehallaq / learn-opencv-in-3-hours

LEARN OPENCV IN 3 HOURS USING PYTHON - INCLUDING EXAMPLE PROJECTS

What will you learn ?

Virtual Painter	Document Scanner	Number Plate Detector
Contours Detection	Color Detection	Face Detection

Prerequisites

Index	Topic	Image	Video	Description
1	Introduction to Images		Watch Now	Basic concept of Images. The RGB Channels and Gray Scale Images.
2	Installations		Watch Now	Installation process of Pyhton, OpenCV and the Pycharm IDE

Chapters

Chapter	Topic	Image	Video	Description
1	How to Read Image Video-Webcam		Watch Now	Learn how to read images videos and webcam.
2	5 Must Know OpenCV Basic Functions		Watch Now	5 Must know opencv functions for beginners. Gray Scale, Blur, Edge Detection, Dialation and Erosion.
3	How to Crop and Resize Images		Watch Now	How to crop and resize and iamge. Resize could be used to scale up or scale down an image where cropping can be used to get a part of the image.
4	How to Draw Shapes and Text		Watch Now	Learn to create blank images along with how to draw Lines, rectangles, circles and custom text.
5	Warp Prespective/BirdView		Watch Now	Learn how to creat a warp prespective of a selected area of an image using fixed points.
6	Joining Multiple Images to Display		Watch Now	Join multiple images together as one image for easy visualization of the workflow. Learn how to do it for smaller noumber of images and how it could be scaled up to have several images in the same image.
7	Color Detection		Watch Now	How to detect any color in an image using the HSV space with the help of opencv Trackbars.
8	Contour/Shape Detection		Watch Now	How to detect shapes of objects by finding their contours. Contours are basically outline that bound the shape or form of an object. So we will be detecting multiple shapes and how many corners points each shape has along with its area .
9	Face Detection		Watch Now	How to detect faces in realtime using Viola Jones method.
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Projects

Project	Topic	Image	Video	Description
1	Virtual Paint		Watch Now	Detecting Color and using colored marker to draw virtually.
2	Documnet Scanner		Watch Now	In this project we are going to create a simple document scanner using opencv. We will learn how to run this in real time
3	Number Plate Detector		Watch Now	In this project we will detect number plates on cars in realtime and save them with a click of a button.

Notes

Index	Comment
1.	Recommended IDE: PyCharm Community edition
2.	Python: 3.7.6