By Daniel Lélis Baggio, Shervin Emami, David Millán Escrivá, Khvedchenia Ievgen, Naureen Mahmood, Jasonl Saragih, Roy Shilkrot
Step-by-step tutorials to resolve universal real-world computing device imaginative and prescient difficulties for machine or cellular, from augmented truth and quantity plate popularity to stand acceptance and 3D head tracking
• permits an individual with easy OpenCV adventure to quickly receive talents in lots of desktop imaginative and prescient themes, for learn or advertisement use
• every one bankruptcy is a separate venture protecting a working laptop or computer imaginative and prescient challenge, written by means of a qualified with confirmed adventure on that topic.
• All initiatives comprise a step by step educational and entire source-code, utilizing the C++ interface of OpenCV.
Computer imaginative and prescient is quick changing into an immense know-how and is utilized in Mars robots, nationwide safeguard platforms, computerized factories, driver-less automobiles, and scientific photo research to new types of human-computer interplay. OpenCV is the commonest library for computing device imaginative and prescient, offering hundreds of thousands of advanced and speedy algorithms. however it has a steep studying curve and constrained in-depth tutorials.
Mastering OpenCV with functional desktop imaginative and prescient initiatives is the precise ebook for builders with simply uncomplicated OpenCV abilities who are looking to try out functional laptop imaginative and prescient tasks, in addition to the pro OpenCV specialists who are looking to upload extra laptop imaginative and prescient subject matters to their ability set or achieve extra event with OpenCV's new C++ interface sooner than migrating from the C API to the C++ API.
Each bankruptcy is a separate venture together with the required history wisdom, so test all of them one-by-one or leap immediately to the initiatives you're so much in.
Create operating prototypes from this e-book together with real-time cellular apps, Augmented fact, 3D form from video, or tune faces & eyes, fluid wall utilizing Kinect, quantity plate popularity and so on.
Mastering OpenCV with sensible desktop imaginative and prescient tasks grants fast education in 9 desktop imaginative and prescient parts with worthy projects.
What you are going to examine from this book
• practice Face research together with uncomplicated Face & Eye & epidermis Detection, Fisherfaces Face acceptance, 3D Head Orientation, advanced Facial characteristic Tracking.
• Do quantity Plate Detection and Optical personality acceptance (OCR) utilizing synthetic Intelligence (AI) equipment together with SVMs and Neural Networks
• study Augmented fact for laptop and iPhone or iPad utilizing basic synthetic markers or complicated markerless average images
• Generate a 3D item version via relocating a simple 2nd digital camera, utilizing 3D constitution from movement (SfM) digital camera reprojection methods
• redecorate computing device real-time computing device imaginative and prescient purposes to more advantageous Android & iOS cellular apps
• Use easy photograph clear out results together with caricature, caricature, paint, and alien effects
• Execute Human-Computer interplay with an XBox Kinect sensor utilizing the total physique as a dynamic input
Each bankruptcy within the publication is somebody undertaking and every undertaking is developed with step by step directions, essentially defined code, and contains the required screenshots.
Who this booklet is written for
You must have simple OpenCV and C/C++ programming adventure sooner than studying this publication, because it is geared toward computing device technological know-how graduates, researchers, and computing device imaginative and prescient specialists widening their expertise.