By Daniel Lélis Baggio, Khvedchenia Ievgen, Naureen Mahmood, Roy Shilkrot
This is the definitive complicated educational for OpenCV, designed for people with simple C++ talents. the pc imaginative and prescient initiatives are divided into simply assimilated chapters with an emphasis on useful involvement for a neater studying curve.
- Allows a person with simple OpenCV event to quickly receive abilities in lots of computing device imaginative and prescient themes, for learn or advertisement use
- Each bankruptcy is a separate undertaking masking a working laptop or computer imaginative and prescient challenge, written through a certified with confirmed adventure on that topic.
- All tasks contain a step by step instructional and entire source-code, utilizing the C++ interface of OpenCV.
Computer imaginative and prescient is quickly turning into a big expertise and is utilized in Mars robots, nationwide protection structures, automatic factories, driver-less autos, and scientific photo research to new varieties of human-computer interplay. OpenCV is the commonest library for machine imaginative and prescient, delivering countless numbers of complicated and speedy algorithms. however it has a steep studying curve and restricted in-depth tutorials.
Mastering OpenCV with sensible machine imaginative and prescient tasks is the appropriate e-book for builders with simply simple OpenCV abilities who are looking to test sensible machine imaginative and prescient initiatives, in addition to the professional OpenCV specialists who are looking to upload extra desktop imaginative and prescient themes to their ability set or achieve extra event with OpenCV's new C++ interface prior to migrating from the C API to the C++ API.
Each bankruptcy is a separate undertaking together with the mandatory historical past wisdom, so try out all of them one-by-one or bounce instantly to the tasks you are such a lot in.
Create operating prototypes from this e-book together with real-time cellular apps, Augmented fact, 3D form from video, or song faces & eyes, fluid wall utilizing Kinect, quantity plate attractiveness and so on.
Mastering OpenCV with useful machine imaginative and prescient initiatives promises speedy education in 9 desktop imaginative and prescient components with beneficial projects.
What you'll examine from this book
- Perform Face research together with easy Face & Eye & pores and skin Detection, Fisherfaces Face reputation, 3D Head Orientation, complicated Facial characteristic Tracking.
- Do quantity Plate Detection and Optical personality attractiveness (OCR) utilizing synthetic Intelligence (AI) equipment together with SVMs and Neural Networks
- Learn Augmented fact for machine and iPhone or iPad utilizing easy synthetic markers or complicated markerless average images
- Generate a 3D item version by way of relocating a undeniable second digicam, utilizing 3D constitution from movement (SfM) digital camera reprojection methods
- Redesign laptop real-time laptop imaginative and prescient purposes to more advantageous Android & iOS cellular apps
- Use easy photo clear out results together with caricature, comic strip, 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 e-book is somebody undertaking and every undertaking is built with step by step directions, in actual fact defined code, and contains the required screenshots.
Who this publication is written for
You must have uncomplicated OpenCV and C/C++ programming event earlier than studying this ebook, because it is geared toward machine technological know-how graduates, researchers, and machine imaginative and prescient specialists widening their expertise.