Facial recognition using Raspberry Pi and OpenCV
Learn how to detect the human faces and eyes in any image and build your own image puzzle using Python
Updated on Feb, 2024
Language - English
Duration -42 mins
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.
Who this course is for:
- Anyone who wants to build a project on Digital Image Processing using OpenCV
- The course is for anyone who is interested in exploring software projects using Raspberry Pi
- Tech enthusiasts who wants to explore facial recognition using the mini computer Raspberry Pi
What will you learn in this course:
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
What are the prerequisites for this course?
Basic knowledge of Python and Linux commands
Raspberry Pi (any model)
Check out the detailed breakdown of what’s inside the course
- Introduction 02:23 02:23
- Hardware and software requirements and webcam test 03:29 03:29
Programming the webcam
Detecting human faces
Face and eye detection
Venkatesh Varadachari is the founder of MAKERDEMY, a pioneer maker education company head-quartered in Singapore.
Venkatesh believes that knowledge should be made available to people in all walks of life. Venkatesh also believes in the power of education to transform lives.
Venkatesh has an MBA from the prestigious Indian Institute of Management, Bangalore.
He also has a degree in Electrical Engineering from Madras University and a Masters in Financial Engineering from National University of Singapore.
User your certification to make a career change or to advance in your current career. Salaries are among the highest in the world.
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