OpenCV 3 Computer Vision with Python Cookbook
Cód:
491_9781788474443
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Recipe-based approach to tackle the most common problems in Computer Vision by leveraging the functionality of OpenCV using Python APIsKey Features:Build computer vision applications with OpenCV functionality via Python APIGet to grips with image processing, multiple view geometry, and machine learningLearn to use deep learning models for image classification, object detection, and face recognitionBook Description:OpenCV 3 is a native cross-platform library for computer vision, machine learning, and image processing. OpenCVs convenient high-level APIs hide very powerful internals designed for computational efficiency that can take advantage of multicore and GPU processing. This book will help you tackle increasingly challenging computer vision problems by providing a number of recipes that you can use to improve your applications.In this book, you will learn how to process an image by manipulating pixels and analyze an image using histograms. Then, well show you how to apply image filters to enhance image content and exploit the image geometry in order to relay different views of a pictured scene. Well explore techniques to achieve camera calibration and perform a multiple-view analysis.Later, youll work on reconstructing a 3D scene from images, converting low-level pixel information to high-level concepts for applications such as object detection and recognition. Youll also discover how to process video from files or cameras and how to detect and track moving objects. Finally, youll get acquainted with recent approaches in deep learning and neural networks.By the end of the book, youll be able to apply your skills in OpenCV to create computer vision applications in various domains.What You Will Learn:Get familiar with low-level image processing methodsSee the common linear algebra tools needed in computer visionWork with different camera models and epipolar geometryFind out how to detect interesting points in images and compare themBinarize images and mask o
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