By Daniel Lélis Baggio, Khvedchenia Ievgen, Naureen Mahmood, Roy Shilkrot
This is the definitive complex instructional for OpenCV, designed for people with uncomplicated C++ abilities. the pc imaginative and prescient initiatives are divided into simply assimilated chapters with an emphasis on functional involvement for a neater studying curve.
- Allows somebody with easy OpenCV adventure to speedily receive talents in lots of computing device imaginative and prescient issues, for examine or advertisement use
- Each bankruptcy is a separate venture masking a working laptop or computer imaginative and prescient challenge, written by means of a certified with confirmed event 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 quickly turning into an incredible know-how and is utilized in Mars robots, nationwide safety structures, automatic factories, driver-less vehicles, and clinical photograph research to new types of human-computer interplay. OpenCV is the commonest library for desktop imaginative and prescient, offering thousands of complicated and quick algorithms. however it has a steep studying curve and constrained in-depth tutorials.
Mastering OpenCV with functional machine imaginative and prescient initiatives is the ideal booklet for builders with simply easy OpenCV abilities who are looking to test functional machine imaginative and prescient tasks, in addition to the pro OpenCV specialists who are looking to upload extra machine imaginative and prescient themes to their ability set or achieve extra adventure 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 mandatory heritage wisdom, so try out all of them one-by-one or bounce immediately to the initiatives you are so much in.
Create operating prototypes from this e-book together with real-time cellular apps, Augmented truth, 3D form from video, or song faces & eyes, fluid wall utilizing Kinect, quantity plate acceptance and so on.
Mastering OpenCV with useful laptop imaginative and prescient initiatives can provide quick education in 9 computing device imaginative and prescient parts with necessary projects.
What you'll research from this book
- Perform Face research together with basic Face & Eye & dermis 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
- Learn Augmented truth for laptop and iPhone or iPad utilizing uncomplicated man made markers or complicated markerless common images
- Generate a 3D item version via relocating a undeniable 2nd digicam, utilizing 3D constitution from movement (SfM) digicam reprojection methods
- Redesign machine real-time laptop imaginative and prescient purposes to more desirable Android & iOS cellular apps
- Use easy snapshot clear out results together with caricature, comic strip, paint, and alien effects
- Execute Human-Computer interplay with an XBox Kinect sensor utilizing the entire physique as a dynamic input
Each bankruptcy within the booklet is anyone venture and every undertaking is built with step by step directions, in actual fact defined code, and comprises the required screenshots.
Who this booklet is written for
You must have simple OpenCV and C/C++ programming event ahead of interpreting this e-book, because it is geared toward desktop technological know-how graduates, researchers, and laptop imaginative and prescient specialists widening their expertise.
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