Computer Vision on Raspberry Pi - Beginner to Advanced

Build Real-World Computer Vision Applications on Raspberry Pi and Learn Basics of Neural Networks using Google Colab

Computer Vision on Raspberry Pi - Beginner to Advanced
Image Processing on Raspberry Pi - Beginner to Advanced

Computer Vision on Raspberry Pi - Beginner to Advanced udemy course

Build Real-World Computer Vision Applications on Raspberry Pi and Learn Basics of Neural Networks using Google Colab

What you'll learn:

  • What is Raspberry Pi? and what are its components?
  • Understand peripherals that need to be connected to Raspberry Pi
  • Wire up your Raspberry Pi to create a fully functional computer
  • Easily learn preparing SD Card to load Operating System for Raspberry Pi
  • Install packages needed to build Computer Vision applications
  • Learn basic programming aspects of Python
  • Create simple Image Processing applications using Python and OpenCV
  • Build real-world Image Processing applications on Raspberry Pi 4/3/2/Zero
  • Learn basics of Neural Network using Google Colab

Requirements:

  • Only High School Maths
  • No prior programming knowledge is expected
  • All the code files and images used in this course will be provided
  • Hardware needed: Raspberry Pi 3/2/Zero, Monitor, Mouse, Keyboard, HDMI-VGA connector, USB flash drive (minimum storage capacity 2 GB), Micro SD card (minimum storage capacity 8 GB), Micro SD card reader, Power adapter (2 Amp, Micro-USB charger is preferred), USB Webcam (minimum 5 Megapixel resolution)

Description:

Computer Vision Applications on Raspberry Pi is a beginner course on the newly launched Raspberry Pi 4 and is fully compatible with Raspberry Pi 3/2 and Raspberry Pi Zero.

The course is ideal for those new to the Raspberry Pi and who want to explore more about it.    

You will learn the components of Raspberry Pi, connecting components to Raspberry Pi, installation of the NOOBS operating system, basic Linux commands, Python programming and building Image Processing applications on Raspberry Pi and the basics of neural networks.

This course will take beginners without coding skills to a level where they can write their own programs.

The basics of Python programming language are well covered in the course.

Building Computer Vision applications are taught in the simplest manner, which is easy to understand.

Users can quickly learn hardware assembly and coding in Python programming for building Computer Vision applications.   By the end of this course, users will have enough knowledge about Raspberry Pi, its components, basic Python programming, and execution of Image Processing applications in real-time scenarios.

The course is taught by an expert team of engineers having PhD and Postdoctoral research experience in Computer Vision and Deep Learning. 

Anyone can take this course. No engineering knowledge is expected. The tutor has explained all required engineering concepts in the simplest manner.    

The course will enable you to independently build Computer Vision applications using Raspberry Pi.   

This course is the easiest way to learn and become familiar with the Raspberry Pi platform.   

By the end of this course, users will build Image Processing applications which include scaling and flipping images, varying the brightness of images, performing bit-wise operations on images, blurring and sharpening images, thresholding, erosion and dilation, edge detection, and image segmentation. User will also be able to build real-world Image Processing applications, which includes real-time human face eyes nose detection, detecting cars in the video, real-time object detection, human face recognition, convolutional neural network and many more.  

The course provides complete code for all Image Processing applications compatible with Raspberry Pi 3/2/Zero.

Who this course is for:

Course Details:

4.5 hours on-demand video
9 articles
9 downloadable resources
Full lifetime access
Access on mobile and TV
Assignments
Certificate of completion

Computer Vision on Raspberry Pi - Beginner to Advanced udemy free download

Build Real-World Computer Vision Applications on Raspberry Pi and Learn Basics of Neural Networks using Google Colab

Demo Link: https://www.udemy.com/course/image-processing-on-raspberry-pi/