Hands-On Computer Vision with Julia
Hands-On Computer Vision with Julia:
Build complex applications with advanced Julia packages for image processing,
neural networks, and Artificial Intelligence
by Dmitrijs Cudihins
English | 2018 | ISBN: 1788998790 | 192 Pages | PDF True | 8 MB
Build complex applications with advanced Julia packages for image processing,
neural networks, and Artificial Intelligence
by Dmitrijs Cudihins
English | 2018 | ISBN: 1788998790 | 192 Pages | PDF True | 8 MB
This book begins by introducing you to Julia's image processing libraries such as Images.jl and ImageCore.jl. You’ll get to grips with analyzing and transforming images using JuliaImages; some of the techniques discussed include enhancing and adjusting images. As you make your way through the chapters, you’ll learn how to classify images, cluster them, and apply neural networks to solve computer vision problems. In the concluding chapters, you will explore OpenCV applications to perform real-time computer vision analysis, for example, face detection and object tracking. You will also understand Julia's interaction with Tesseract to perform optical character recognition and build an application that brings together all the techniques we introduced previously to consolidate the concepts learned.