Learn how to detect the human faces and eyes in any image and build your own image puzzle using Python
This course is for anyone who is interested in exploring Digital Image Processing using Raspberry Pi and OpenCV. The course requires basic knowledge of Python programming and Linux commands and obviously your interest in programming.
What you’ll learn
- Learn how to program using Python and OpenCV to detect the human faces present in an image.
- Get to know how to take multiple snapshots by programming your webcam and passing the number as arguments.
- Learn how to code using Python program to detect faces as well as eyes in an image.
- Learn how to build an image puzzle and search a small section of an image in the entire photo.
Course Content
- Introduction –> 2 lectures • 6min.
- Programming the webcam –> 9 lectures • 19min.
- Detecting human faces –> 3 lectures • 5min.
- Face and eye detection –> 3 lectures • 8min.
- Image Puzzle –> 3 lectures • 8min.
Requirements
This course is for anyone who is interested in exploring Digital Image Processing using Raspberry Pi and OpenCV. The course requires basic knowledge of Python programming and Linux commands and obviously your interest in programming.
In this course, we are going to use OpenCV libraries to explore facial recognition feature. OpenCV is an open source C++ library for image processing and computer vision, originally developed by Intel and now supported by Willow Garage.
It is free for both commercial and non-commercial use. Therefore it is not mandatory for your OpenCV applications to be open or free.
It is a library of many inbuilt functions mainly aimed at real-time image processing. I am going to teach you how to track faces in the image you have captured using Webcam or any other device. We will also locate and count the faces present in the image.
In the next project, I will teach you how to program in Python and OpenCV to detect and highlight the eyes of the persons along with the face present in the picture.
Going forward, I will also cover the machine learning based project in which I will create Image puzzle using python programming and OpenCV. This will be a picture-based puzzle where you can search a small section of the image inside a bigger image.
I will guide you step by step how to go about building these projects. I will also share the source code with you so that you can replicate the project by yourself.