Hands-On Computer Vision with Julia

Author: Dmitrijs Cudihins

Subject: COM016000 - COMPUTERS / Computer Vision and Pattern Recognition; COM051010 - COMPUTERS / Programming Languages / General; COM051070 - COMPUTERS / Programming Languages / C++

Publisher: Packt Publishing (2018-06-29)

9781788999236

Hands-On Computer Vision with Julia ebook cover

Explore the various packages in Julia that support image processing and build neural networks for video processing and object tracking.

About This Book

  • Build a full-fledged image processing application using JuliaImages
  • Perform basic to advanced image and video stream processing with Julia's APIs
  • Understand and optimize various features of OpenCV with easy examples

    Who This Book Is For

    Hands-On Computer Vision with Julia is for Julia developers who are interested in learning how to perform image processing and want to explore the field of computer vision. Basic knowledge of Julia will help you understand the concepts more effectively.

    What You Will Learn

  • Analyze image metadata and identify critical data using JuliaImages
  • Apply filters and improve image quality and color schemes
  • Extract 2D features for image comparison using JuliaFeatures
  • Cluster and classify images with KNN/SVM machine learning...