Unleash the ability of computing device imaginative and prescient with Python utilizing OpenCV
About This Book
- Create amazing functions with OpenCV and Python
- Familiarize your self with complicated computer studying concepts
- Harness the facility of laptop imaginative and prescient with this easy-to-follow guide
Who This ebook Is For
Intended for rookies to the realm of OpenCV and machine imaginative and prescient, in addition to OpenCV veterans that are looking to know about what is new in OpenCV three, this e-book turns out to be useful as a reference for specialists and a coaching handbook for newcomers, or for anyone who desires to familiarize themselves with the options of item type and detection in easy and comprehensible phrases. simple wisdom approximately Python and programming options is needed, even supposing the publication has a simple studying curve either from a theoretical and coding aspect of view.
What you'll Learn
- Install and get yourself up to speed with OpenCV 3's Python API
- Grasp the fundamentals of snapshot processing and video analysis
- Identify and realize gadgets in pictures and videos
- Detect and realize faces utilizing OpenCV
- Train and use your individual item classifiers
- Learn approximately laptop studying ideas in a working laptop or computer imaginative and prescient context
- Work with man made neural networks utilizing OpenCV
- Develop your personal machine imaginative and prescient real-life application
OpenCV three is a cutting-edge computing device imaginative and prescient library that permits a good number of snapshot and video processing operations. the various extra fabulous and futuristic positive factors similar to face reputation or item monitoring are simply available with OpenCV three. studying the elemental thoughts in the back of laptop imaginative and prescient algorithms, versions, and OpenCV's API will permit the advance of every kind of real-world functions, together with protection and surveillance.
Starting with easy picture processing operations, the ebook will take you thru to complicated desktop imaginative and prescient techniques. computing device imaginative and prescient is a swiftly evolving technology whose purposes within the genuine global are exploding, so this publication will attract laptop imaginative and prescient beginners in addition to specialists of the topic eager to research the new OpenCV 3.0.0. you are going to construct a theoretical starting place of photograph processing and video research, and development to the options of class via desktop studying, buying the technical knowledge that would let you create and use item detectors and classifiers, or even song items in video clips or video digicam feeds. ultimately, the adventure will lead to the area of synthetic neural networks, in addition to the improvement of a hand-written digits reputation application.
Style and approach
This e-book is a entire consultant to the new OpenCV three with Python to boost real-life computing device imaginative and prescient applications.