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OpenCV-Python-Tutorials-and-Projects

An easy to follow course of OpenCV using Python for beginners.

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OPENCV PYTHON TUTORIALS FOR BEGINNERS

Single Video Course

Topic	Image	Video	Description
Learn OpenCV in 3 Hours		Watch Now	Learn Opencv in 3 hours using Python. 3 Example Projects included.

Basics

Topic	Image	Video	Description
How to Install OpenCV Win/Mac		Watch Now	Pyhton and Opencv install and testing.
How to Read Image-Video-Webcam		Watch Now	Learn how to read images videos and webcam.
5 Must Know OpenCV Basic Functions		Watch Now	5 Must know opencv functions for beginners. Gray Scale, Blur, Edge Detection, Dialation and Erosion.
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.
How to Draw Shapes and Text		Watch Now	Learn to create blank images along with how to draw Lines, rectangles, circles and custom text.
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 iamges in the same image.
Warp Prespective/BirdView		Watch Now	Learn how to creat a warp prespective of a selected area of an image using fixed points.
Detecting Clicks on Images		Watch Now	How to detect clicks on images and how to use these points to create a warp prespective.
Screen Capture		--	How to capture live feed of a screen that can be used with opencv functions.
___________________	______________________________	__________	____________________________

Intermidiate

Topic	Video	Description
Real Time Color Detection (Webcam)	Watch Now	In this video we will learn how to detect any color in an image using the HSV space with the help of opencv Trackbars. We will also stack the images together to make the workflow smoother.
Real Time Shape Detection using Contours	Watch Now	In this video we will learn 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 .
Tracking Objects	Watch Now	In this video we are going to learn object tracking. We will use our mouse to select an object and track it using different methods that opencv has to offer. This is a fairly simple tutorial so it should be easy to follow.
Custom Obejct Detection using HaarCascade	Watch Now	Object Detection using the Haar cascade. We will learn how to run pre-trained models and how to collect data for custom Objects. Later we will train using this data and create an Xml file for deploying

Projects

Topic	Video	Description
Gesture Controlled Robot Hand	Watch Now	This is a step by step guide on how to build a Robot Arm / Hand that can be controlled with gestures.
Object Tracking with Drone	Watch Now	In this video we will learn how to program a drone to move around using python. We will also learn how to get the camera feed from this drone and run OpenCV functions on it . As an example we will detect an object and make the drone follow it around.
Document Scanner	Watch Now	In this video we are going to create a simple document scanner using opencv. We will learn how to run this in real time and how we can save these images by pressing just a button on the keyboard.
Optical Mark Recognition	Watch Now	In this video we are going to learn how to create Optical Mark recognition algorithm in python using opencv . We will write the code from scratch going step by step while discussing the details of each line. We will use the webcam to automatically find the grades of MCQs.
Object Measurement	Watch Now	Learn how to perform object measurement using OpenCV and Python. We will use an A4 paper as our guide and find the width and height of objects placed in this region.

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