{"product_id":"9781789345285","title":"OpenCV 4 Computer Vision Application Programming Cookbook: Build complex computer vision applications with OpenCV and C++","description":"\u003cb\u003eDiscover interesting recipes to help you understand the concepts of object detection, image processing, and facial detection\u003c\/b\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003cul\u003e\n\u003cli\u003eExplore the latest features and APIs in OpenCV 4 and build computer vision algorithms\u003c\/li\u003e\n\u003cli\u003eDevelop effective, robust, and fail-safe vision for your applications\u003c\/li\u003e\n\u003cli\u003eBuild computer vision algorithms with machine learning capabilities\u003c\/li\u003e\n\u003c\/ul\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003eOpenCV is an image and video processing library used for all types of image and video analysis. Throughout the book, you'll work with recipes to implement a variety of tasks. With 70 self-contained tutorials, this book examines common pain points and best practices for computer vision (CV) developers. Each recipe addresses a specific problem and offers a proven, best-practice solution with insights into how it works, so that you can copy the code and configuration files and modify them to suit your needs.\u003cp\u003e\u003c\/p\u003eThis book begins by guiding you through setting up OpenCV, and explaining how to manipulate pixels. You'll understand how you can process images with classes and count pixels with histograms. You'll also learn detecting, describing, and matching interest points. As you advance through the chapters, you'll get to grips with estimating projective relations in images, reconstructing 3D scenes, processing video sequences, and tracking visual motion. In the final chapters, you'll cover deep learning concepts such as face and object detection.\u003cp\u003e\u003c\/p\u003eBy the end of this book, you'll have the skills you need to confidently implement a range of computer vision algorithms to meet the technical requirements of your complex CV projects.\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003cul\u003e\n\u003cli\u003eInstall and create a program using the OpenCV library\u003c\/li\u003e\n\u003cli\u003eSegment images into homogenous regions and extract meaningful objects\u003c\/li\u003e\n\u003cli\u003eApply image filters to enhance image content\u003c\/li\u003e\n\u003cli\u003eExploit image geometry to relay different views of a pictured scene\u003c\/li\u003e\n\u003cli\u003eCalibrate the camera from different image observations\u003c\/li\u003e\n\u003cli\u003eDetect people and objects in images using machine learning techniques\u003c\/li\u003e\n\u003cli\u003eReconstruct a 3D scene from images\u003c\/li\u003e\n\u003cli\u003eExplore face detection using deep learning\u003c\/li\u003e\n\u003c\/ul\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003cp\u003eIf you’re a CV developer or professional who already uses or would like to use OpenCV for building computer vision software, this book is for you. You’ll also find this book useful if you’re a C++ programmer looking to extend your computer vision skillset by learning OpenCV.\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":46535914356977,"sku":"9781789345285","price":30.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9781789345285_p0.jpg?v=1771137780","url":"https:\/\/shop.barnesandnoble.com\/products\/9781789345285","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}