By Amgad Mohammad
Develop vision-aware and clever Android functions with the powerful OpenCV library
About This Book
- This is the main updated publication on OpenCV Android programming out there in the intervening time. there isn't any direct pageant for our title.
- Based on a expertise that's expanding in reputation, confirmed through job in boards concerning this topic.
- This booklet uniquely covers purposes comparable to the Panoramic viewer and automated Selfie, between others.
Who This publication Is For
If you're an Android developer and wish to understand the right way to enforce vision-aware functions utilizing OpenCV, then this publication is easily for you.
It will be very precious should you comprehend the fundamentals of photo processing and laptop imaginative and prescient, yet no earlier event is required
What you'll Learn
- Identify and set up all of the parts had to begin development vision-aware Android applications
- Explore photo illustration, coloured and grey scale
- Recognize and follow convolution operations and filtering to accommodate noisy data
- Use diverse form research techniques
- Extract and determine curiosity issues in an image
- Understand and practice item detection
- Run local computing device imaginative and prescient algorithms and achieve functionality boosts
Starting from the fundamentals of computing device imaginative and prescient and OpenCV, we are going to take you the entire technique to developing interesting functions. you can find that, even though laptop imaginative and prescient is a difficult topic, the guidelines and algorithms used are basic and intuitive, and you'll take pleasure in the abstraction layer that OpenCV makes use of to do the heavy lifting for you. full of many examples, the publication may help you recognize the most facts constructions used inside OpenCV, and the way you should use them to achieve functionality boosts. subsequent we are going to talk about and use a number of snapshot processing algorithms equivalent to histogram equalization, filters, and colour house conversion. then you definitely will find out about photograph gradients and the way they're utilized in many form research recommendations akin to area detection, Hough Line remodel, and Hough Circle rework. as well as utilizing form research to discover issues in pictures, you are going to how you can describe items in photos in an improved manner utilizing diverse function detectors and descriptors.
By the top of this publication, it is possible for you to to make clever judgements utilizing the well-known Adaboost studying algorithm.
Style and approach
An easy-to-follow instructional jam-packed with hands-on examples. each one subject is defined and put in context, and the ebook offers complete information of the ideas used for additional proficiency.
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Enhance vision-aware and clever Android purposes with the powerful OpenCV libraryAbout This BookThis is the main updated ebook on OpenCV Android programming out there in the mean time. there is not any direct pageant for our name. in keeping with a expertise that's expanding in recognition, confirmed through job in boards on the topic of this subject.
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Additional info for OpenCV Android Programming By Example
OpenCV Android Programming By Example by Amgad Mohammad