Computer Vision on AWS. Build and deploy real-world CV solutions with Amazon Rekognition, Lookout for Vision, and SageMaker

Lauren Mullennex, Nate Bachmeier, Jay Rao

Computer vision (CV) is a field of artificial intelligence that helps transform visual data into actionable insights to solve a wide range of business challenges. This book provides prescriptive guidance to anyone looking to learn how to approach CV problems for quickly building and deploying production-ready models.You’ll begin by exploring the applications of CV and the features of Amazon Rekognition and Amazon Lookout for Vision. The book will then walk you through real-world use cases such as identity verification, real-time video analysis, content moderation, and detecting manufacturing defects that’ll enable you to understand how to implement AWS AI/ML services. As you make progress, you'll also use Amazon SageMaker for data annotation, training, and deploying CV models. In the concluding chapters, you'll work with practical code examples, and discover best practices and design principles for scaling, reducing cost, improving the security posture, and mitigating bias of CV workloads.By the end of this AWS book, you'll be able to accelerate your business outcomes by building and implementing CV into your production environments with the help of AWS AI/ML services.

Computer Vision Projects with OpenCV and Python 3. Six end-to-end projects built using machine learning with OpenCV, Python, and TensorFlow

Matthew Rever

Python is the ideal programming language for rapidly prototyping and developing production-grade codes for image processing and Computer Vision with its robust syntax and wealth of powerful libraries. This book will help you design and develop production-grade Computer Vision projects tackling real-world problems.With the help of this book, you will learn how to set up Anaconda and Python for the major OSes with cutting-edge third-party libraries for Computer Vision. You'll learn state-of-the-art techniques for classifying images, finding and identifying human postures, and detecting faces within videos. You will use powerful machine learning tools such as OpenCV, Dlib, and TensorFlow to build exciting projects such as classifying handwritten digits, detecting facial features,and much more. The book also covers some advanced projects, such as reading text from license plates from real-world images using Google’s Tesseract software, and tracking human body poses using DeeperCut within TensorFlow.By the end of this book, you will have the expertise required to build your own Computer Vision projects using Python and its associated libraries.

Computer Vision with OpenCV 3 and Qt5. Build visually appealing, multithreaded, cross-platform computer vision applications

Amin Ahmadi Tazehkandi

Developers have been using OpenCV library to develop computer vision applications for a long time. However, they now need a more effective tool to get the job done and in a much better and modern way. Qt is one of the major frameworks available for this task at the moment. This book will teach you to develop applications with the combination of OpenCV 3 and Qt5, and how to create cross-platform computer vision applications. We’ll begin by introducing Qt, its IDE, and its SDK. Next you’ll learn how to use the OpenCV API to integrate both tools, and see how to configure Qt to use OpenCV. You’ll go on to build a full-fledged computer vision application throughout the book. Later, you’ll create a stunning UI application using the Qt widgets technology, where you’ll display the images after they are processed in an efficient way. At the end of the book, you’ll learn how to convert OpenCV Mat to Qt QImage. You’ll also see how to efficiently process images to filter them, transform them, detect or track objects as well as analyze video. You’ll become better at developing OpenCV applications.

Conan the Conqueror

Robert E. Howard

In this final (chronologically) Conan story, Howard demonstrates why he was one of the best adventure writers of all time. In the only novel he ever produced, Howard is able to maintain the blistering pace he is known for, while still weaving a complex and interesting tale. The story is set during Conans time as King of Aquilonia, which is a period in the heros life often overlooked.

Concerto

Hannah Fielding

Can love escape from the darkness into the light? When Catriona Drouot, a young music therapist, honours an opera divas dying request to help her son, Umberto Monteverdi, recover his musical gift, she knows it will be a difficult assignment. She had shared a night of passion with the once-celebrated composer ten years before, with unexpected consequences. The extent of her challenge becomes apparent when she arrives at her clients estate on the glittering shores of Lake Como. Robbed of his sight by a near-fatal car accident, the man is arrogant, embittered and resistant to her every effort to help him. Still, Catriona sings a sirens call within him that he cannot ignore. Caught up in the tempestuous intrigues at Umbertos Palladian mansion, Catriona discovers that her attraction to the blind musician is as powerful as ever. How can she share what she has hidden from him for the past decade? Soon she realises that hers is not the only secret that is rippling uneasily below the surface. Dark forces haunt the sightless composer, threatening his life for the second time.

Concrete Structures

Viktar Tur, Marta Kosior-Kazberuk, Robert Grygo, Andrei Tur, ...

Implementation of the Eurocodes extends to all of the European countries and there are firm steps toward their adoption internationally. As with any design codes, it is important to have an understanding of the principles and background, as well as design aids to assist in the design process. The relevance to train in the use of Eurocodes should be pointed out, especially in engineering schools as a basic course for civil and structural engineering students and as a part of continious professional development courses for engineers and technicians, which are promoted both at national and international levels. This book is directed primarily at civil and structural engineering students, young designers, who require an understanding of the basic theory and a concise guide for design procedure.

concrete5 Beginner's Guide

Remo Laubacher, Concrete5 Project

concrete5: Beginner's Guide. concrete5 is a superb content management system and this book will show you how to get going with it. From basic installation through to advanced techniques of customization, it's the perfect primer for web developers. - Second Edition

Remo Laubacher, Concrete5 Project

concrete5 is an open source content management system (CMS) for publishing content on the World Wide Web and intranets. concrete5 is designed for ease of use, and for users with limited technical skills. It enables users to edit site content directly from the page. It provides version management for every page and allows users to edit images through an embedded editor on the page.concrete5 Beginner's Guide shows you everything you need to get your own site up and running in no time. You will then learn how to change the look of it before you find out all you need to add custom functionality to concrete5.concrete5 Beginner's Guide starts with installation, then you customize the look and feel and continue to add your own functionality. After you've installed and configured your own concrete5 site, we'll have a closer look at themes and integrate a simple layout into concrete5. Afterwards, we're going to build a block from scratch which you can use to manage a news section. We're also going to add a button to our site which can be used to create a PDF document on the fly. This book also covers some examples that show you how to integrate an existing jQuery plugin.concrete5 Beginner's Guide is a book for developers looking to get started with concrete5 in order to create great websites and applications.