In this hands-on training program, you will learn to develop a computer vision based text scanner that can scan any text from an image using the optical character recognition algorithm and display the text on your screen. After learning concepts behind the image processing technology, you will use the Python language to develop a computer vision text scanner application. Using this project, you can scan any text from an image kept at any orientation and display them on your computer screen.
By doing this computer vision based text scanner workshop, you will get practical hands-on experience on various image processing algorithms like image thresholding, image perspective transformation, and optical character recognition.
Learn the basics of Computer Vision Technology
Learn basic image operations using OpenCV
Learn basic video operations using OpenCV
Work with geometric transformations using OpenCV
Get hands-on experience on various computer vision algorithms
Develop your own computer vision based text scanner
Lecture Session - 2 hours
Installation Session - 2 hours
Programming Session - 10.5 hours
Testing Session - 1.5 hours
Certificate Distribution - 0.5 hours
Computer Vision - Concepts, Basic Operations
Basics & Terminology
Installation of Python 3 in Windows
Reading Image using Open CV
Basic Image Operations using OpenCV
Properties & Pixels of an Image
Basic Image Operations
Geometric Transformations using OpenCV
Affine Transformation of an Image using OpenCV
Perspective Transformation of an Image using OpenCV
Basic Video Operations using OpenCV
Simple Thresholding of Images using OpenCV
Adaptive Thresholding of Images using OpenCV
Edge Detection using Canny Algorithm
Optical Character Recognition
Programming Logic for Computer Vision Based Text Scanner
Optical Character Recognition using pytesseract
Participants have access to an exclusive online portal to:
View status of registered and attended workshops
View study material for workshops
Write online exams and receive separate certificates with scores. These certificates with scores will provide students an opportunity to show their learning in job interviews.
All Skyfi Labs certificates have a unique ID which can be verified online for authentication
Certificate of Completion
Certificate of Completion with Distinction (for top performers)
Anybody interested in image processing technology and computer vision algorithms can attend this workshop.
Why Skyfi Labs?
Skyfi Labs - an award winning company working towards transforming textbook geniuses into productive engineers.
Awards won by us:
2nd Best Business Venture Award, Ideas, IIT Kanpur
30 Most Promising Startups, Next Big Idea, IIM Bangalore