By Daniel Lélis Baggio, Khvedchenia Ievgen, Naureen Mahmood, Roy Shilkrot
This is the definitive complex educational for OpenCV, designed for people with uncomplicated C++ abilities. the pc imaginative and prescient tasks are divided into simply assimilated chapters with an emphasis on sensible involvement for a better studying curve.
- Allows an individual with simple OpenCV event to swiftly receive talents in lots of machine imaginative and prescient themes, for examine or advertisement use
- Each bankruptcy is a separate undertaking masking a working laptop or computer imaginative and prescient challenge, written via a qualified with confirmed adventure on that topic.
- All tasks comprise a step by step instructional and whole source-code, utilizing the C++ interface of OpenCV.
Computer imaginative and prescient is quickly changing into a huge know-how and is utilized in Mars robots, nationwide safety platforms, automatic factories, driver-less autos, and scientific photograph research to new different types of human-computer interplay. OpenCV is the commonest library for machine imaginative and prescient, delivering hundreds and hundreds of advanced and quickly algorithms. however it has a steep studying curve and restricted in-depth tutorials.
Mastering OpenCV with sensible desktop imaginative and prescient initiatives is the precise publication for builders with simply easy OpenCV abilities who are looking to test useful machine imaginative and prescient tasks, in addition to the pro OpenCV specialists who are looking to upload extra computing device imaginative and prescient themes to their ability set or achieve extra event with OpenCV's new C++ interface earlier than migrating from the C API to the C++ API.
Each bankruptcy is a separate venture together with the required historical past wisdom, so test all of them one-by-one or bounce directly to the tasks you are so much in.
Create operating prototypes from this ebook together with real-time cellular apps, Augmented fact, 3D form from video, or tune faces & eyes, fluid wall utilizing Kinect, quantity plate acceptance and so on.
Mastering OpenCV with useful laptop imaginative and prescient tasks provides swift education in 9 machine imaginative and prescient components with important projects.
What you are going to research from this book
- Perform Face research together with easy Face & Eye & dermis Detection, Fisherfaces Face acceptance, 3D Head Orientation, advanced 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 truth for computer and iPhone or iPad utilizing uncomplicated man made markers or advanced markerless traditional images
- Generate a 3D item version through relocating a simple second digital camera, utilizing 3D constitution from movement (SfM) digital camera reprojection methods
- Redesign computer real-time machine imaginative and prescient functions to better Android & iOS cellular apps
- Use uncomplicated photograph filter out results together with caricature, cartoon, 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 ebook is someone 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 simple OpenCV and C/C++ programming event ahead of interpreting this ebook, because it is geared toward machine technology graduates, researchers, and computing device imaginative and prescient specialists widening their expertise.