Learn how to model and train advanced neural networks to implement a variety of Computer Vision tasks About This Book ? Train different kinds of deep learning model from scratch to solve specific problems in Computer Vision ? Combine the power of Python, Keras, and TensorFlow to build deep learning models for object detection, image classification, similarity learning, image captioning, and more ? Includes tips on optimizing and improving the performance of your models under various constraints Who This Book Is For This book is targeted at data scientists and Computer Vision practitioners who wish to apply the concepts of Deep Learning to overcome any problem related to Computer Vision. A basic knowledge of programming in Python—and some understanding of machine learning concepts—is required to get the best out of this book. What You Will Learn ? Set up an environment for deep learning with Python, TensorFlow, and Keras ? Define and train a model for image and video classification ? Use features from a pre-trained Convolutional Neural Network model for image retrieval ? Understand and implement object detection using the real-world Pedestrian Detection scenario ? Learn about various problems in image captioning and how to overcome them by training images and text together ? Implement similarity matching and train a model for face recognition ? Understand the concept of generative models and use them for image generation ? Deploy your deep learning models and optimize them for high performance In Detail Deep learning has shown its power in several application areas of Artificial Intelligence, especially in Computer Vision. Computer Vision is the science of understanding and manipulating images, and finds enormous applications in the areas of robotics, automation, and so on. This book will also show you, with practical examples, how to develop Computer Vision applications by leveraging the power of deep learning. In this book, you will learn different techniques related to object classification, object detection, image segmentation, captioning, image generation, face analysis, and more. You will also explore their applications using popular Python libraries such as TensorFlow and Keras. This book will help you master state-of-the-art, deep learning algorithms and their implementation. Style and approach This book will teach advanced techniques for Computer Vision, applying the deep learning model in reference to various datasets.

Meet the man who makes the mission of learning any language possible! The all-you-need guide to learning a language. Language hacker Benny Lewis shows how anyone anywhere can learn any language without leaving their home, using a simple toolkit and by harnessing the power of the Internet. Benny definitely wasn’t born with the ‘language gene’. After graduating in electronic engineering in his native Ireland he spent six months in Spain struggling to learn Spanish. This frustrating experience fuelled his determination to take a different approach to learning foreign languages. Today he speaks over ten languages including Mandarin Chinese, Arabic, French, German, Portuguese, and Hungarian. He has also learnt Japanese in Spain. This typifies one of his ‘3-month challenges’ where he targets a new language and proceeds to become fluent in it within just three months. He charts his progress on his blog, proving that his techniques allow anyone to learn a language from anywhere. Benny’s blog, also called Fluent in 3 Months, is the largest language learning blog in the world. The key principles of Benny’s method: ? Speak from day one: find mother-tongue speaking partners online. Don’t be self-conscious – keep the flow going! ? Change your mindset: ditch the excuses, you can do it! ? Stay focused and determined: even if you don’t have much time, never forget the goal you’ve set yourself and work at it. ? Learning a language doesn’t need to be expensive: there is a wealth of free resources out there, if you know where to find them ? Reap the rewards! Learning a new language is not an end in itself, but a means to meeting new people and discovering new cultures. Curiosity will fuel your determination.

HBO’s hit series A GAME OF THRONES is based on George R R Martin’s internationally bestselling series A SONG OF ICE AND FIRE, the greatest fantasy epic of the modern age. A STORM OF SWORDS: BLOOD AND GOLD is the SECOND part of the third volume in the series. ‘Colossal, staggering . . . one of the greats’ SFX

In a perfect world, Jonas begins to see the flaws… THE GIVER is the classic award-winning novel that inspired the dystopian genre and a major motion picture adaptation for 2014 starring Jeff Bridges, Meryl Streep, Katie Holmes and Taylor Swift. It is the future. There is no war, no hunger, no pain. No one in the community wants for anything. Everything needed is provided. And at twelve years old, each member of the community has their profession carefully chosen for them by the Committee of Elders. Twelve-year old Jonas has never thought there was anything wrong with his world. But from the moment he is selected as the Receiver of Memory, Jonas discovers that their community is not as perfect as it seems. It is only with the help of the Giver, that Jonas can find what has been lost. And it is only through his personal courage that Jonas finds the strength to do what is right… The Giver is the award-winning classic of bravery and adventure that has inspired countless dystopian writers as the forerunner of this genre.

In the Republic of the True America, it's always hunting season. Riveting action, intense romance, and gripping emotion make this fast-paced adventure a standout debut. After a radiation blast burned most of the Earth to a crisp, the new government established settlement camps for the survivors. At one such camp, Book and the other ‘LTs’ are eager to graduate as part of the Rite. Until they learn the dark truth: ‘LTs’ doesn't stand for lieutenant but for ‘Less Thans’, feared by society and raised to be hunted for sport. Together with the sisters, Hope and Faith, twin girls who've suffered their own haunting fate, they join forces to seek the safety of the fabled New Territory. As Book and Hope lead their quest for freedom, these teens must find the best in themselves to fight the worst in their enemies. But as they are pursued by sadistic hunters, secrets are revealed, allegiances are made, and lives are threatened.

A young woman investigates an accidental death at a London tube station, and finds herself of a ship bound for South Africa… Pretty, young Anne came to London looking for adventure. In fact, adventure comes looking for her – and finds her immediately at Hyde Park Corner tube station. Anne is present on the platform when a thin man, reeking of mothballs, loses his balance and is electocuted on the rails. The Scotland Yard verdict is accidental death. But Anne is not satisfied. After all, who was the man in the brown suit who examined the body? And why did he race off, leaving a cryptic message behind: ‘17-122 Kilmorden Castle’?

This book is the definitive guide to Mind Mapping. Tony Buzan has changed the lives of millions with Mind Maps, his revolutionary system of note-taking that will help you excel in every area of your life. This practical full-colour book shows how this incredible thinking tool works and how you can use it to achieve your full potential. The Ultimate Book of Mind Maps will help you: ? Come up with brilliant ideas ? Find inspired solutions to any problem ? Create more time for yourself ? Set goals and achieve them ? Motivate yourself and others ? Remember anything you want when you want Colour illustrated throughout, this definitive guide is packed full of examples of amazing thinking tools and practical Mind Map examples, including running a meeting, preparing for an interview, starting up a new venture, planning family events, shopping for gifts, designing a garden, getting fit, and writing a speech for a wedding. It can even help you plan your ideal future!

Learn various design patterns and best practices in Spring 5 and use them to solve common design problems. About This Book ? Explore best practices for designing an application ? Manage your code easily with Spring's Dependency Injection pattern ? Understand the benefits that the right design patterns can offer your toolkit Who This Book Is For This book is for developers who would like to use design patterns to address common problems while designing an app using the Spring Framework and Reactive Programming approach. A basic knowledge of the Spring Framework and Java is assumed. What You Will Learn ? Develop applications using dependency injection patterns ? Learn best practices to design enterprise applications ? Explore Aspect-Oriented Programming relating to transactions, security, and caching. ? Build web applications using traditional Spring MVC patterns ? Learn to configure Spring using XML, annotations, and Java. ? Implement caching to improve application performance. ? Understand concurrency and handle multiple connections inside a web server. ? Utilizing Reactive Programming Pattern to build Reactive web applications. In Detail Design patterns help speed up the development process by offering well tested and proven solutions to common problems. These patterns coupled with the Spring framework offer tremendous improvements in the development process. The book begins with an overview of Spring Framework 5.0 and design patterns. You will understand the Dependency Injection pattern, which is the main principle behind the decoupling process that Spring performs, thus making it easier to manage your code. You will learn how GoF patterns can be used in Application Design. You will then learn to use Proxy patterns in Aspect Oriented Programming and remoting. Moving on, you will understand the JDBC template patterns and their use in abstracting database access. Then, you will be introduced to MVC patterns to build Reactive web applications. Finally, you will move on to more advanced topics such as Reactive streams and Concurrency. At the end of this book, you will be well equipped to develop efficient enterprise applications using Spring 5 with common design patterns Style and approach The book takes a pragmatic approach, showing various design patterns and best-practice considerations, including the Reactive programming approach with the Spring 5 Framework and ways to solve common development and design problems for enterprise applications.

Exciting new capabilities to enable even easier DIY robotics with BeagleBone Blue About This Book ? Build powerful robots with the all new BeagleBone Blue ? Communicate with your robot and teach it to detect and respond to its environment ? Control walking, rolling, swimming, and flying robots with your iOS and Android mobile devices Who This Book Is For This book is for anyone who is curious about using new, low-cost hardware to create robotic projects and have previously been the domain of research labs, major universities, or defence departments. Some programming experience would be useful, but if you know how to use a personal computer, you can use this book to construct far more complex systems than you would have thought possible. What You Will Learn ? Power on and configure the BeagleBone Blue ? Get to know Simple programming techniques to enable the unique hardware capabilities of the BeagleBone Blue. ? Connect standard hardware to enable your projects to see, speak, hear, and move ? Build advanced capabilities into your projects, such as GPS and sonar sensors ? Build complex projects that can fly, or go under or on the water In Detail BeagleBone Blue is effectively a small, light, cheap computer in a similar vein to Raspberry Pi and Arduino. It has all of the extensibility of today’s desktop machines, but without the bulk, expense, or noise. This project guide provides step-by-step instructions that enable anyone to use this new, low-cost platform in some fascinating robotics projects. By the time you are finished, your projects will be able to see, speak, listen, detect their surroundings, and move in a variety of amazing ways. The book begins with unpacking and powering up the components. This includes guidance on what to purchase and how to connect it all successfully, and a primer on programming the BeagleBone Blue. You will add additional software functionality available from the open source community, including making the system see using a webcam, hear using a microphone, and speak using a speaker. You will then learn to use the new hardware capability of the BeagleBone Blue to make your robots move, as well as discover how to add sonar sensors to avoid or find objects. Later, you will learn to remotely control your robot through iOS and Android devices. At the end of this book, you will see how to integrate all of these functionalities to work together, before developing the most impressive robotics projects: Drone and Submarine. Style and approach Develop practical example projects with detailed explanations, combine the projects in a vast number of ways to create different robot designs, or work through them in sequence to discover the full capability of the BeagleBone Blue.

Before he became one of America's most respected statesmen, Bob Dole was an average citizen serving heroically for his country. The bravery he showed after suffering near-fatal injuries in the final days of World War II is the stuff of legend. Now, for the first time in his own words, Dole tells the moving story of his harrowing experience on and off the battlefield, and how it changed his life.Speaking here not as a politician but as a wounded G.I., Dole recounts his own odyssey of courage and sacrifice, and also honors the fighting spirit of the countless heroes with whom he served. Heartfelt and inspiring, One Soldier's Story is the World War II chronicle that America has been waiting for.

THE NEW YORK TIMES BESTSELLER ‘Secrets, lies, treachery, and passion… I read this novel in a headlong rush.’ – Christina Barker Kline, #1 bestselling author of Orphan Train In Nazi-occupied Holland, seventeen-year-old Noa snatches a baby from a train bound for the concentration camps, fleeing with him into the snowy wilderness surrounding the train tracks. Passing through the woods is a German circus, led by the heroic Herr Neuhoff. They agree to take in Noa and the baby, on one condition: to earn her keep, Noa must master the flying trapeze – under the tutorage of mysterious aerialist, Astrid. Soaring high above the crowds, Noa and Astrid must learn to trust one another…or plummet. But with the threat of war closing in, loyalty can become the most dangerous trait of all.

The official playscript of the original West End production of Harry Potter and the Cursed Child. It was always difficult being Harry Potter and it isn't much easier now that he is an overworked employee of the Ministry of Magic, a husband, and father of three school-age children. While Harry grapples with a past that refuses to stay where it belongs, his youngest son Albus must struggle with the weight of a family legacy he never wanted. As past and present fuse ominously, both father and son learn the uncomfortable truth: sometimes, darkness comes from unexpected places. The playscript for Harry Potter and the Cursed Child was originally released as a 'special rehearsal edition' alongside the opening of Jack Thorne's play in London's West End in summer 2016. Based on an original story by J.K. Rowling, John Tiffany and Jack Thorne, the play opened to rapturous reviews from theatregoers and critics alike, while the official playscript became an immediate global bestseller. This definitive and final playscript updates the 'special rehearsal edition' with the conclusive and final dialogue from the play, which has subtly changed since its rehearsals, as well as a conversation piece between director John Tiffany and writer Jack Thorne, who share stories and insights about reading playscripts. This edition also includes useful background information including the Potter family tree and a timeline of events from the Wizarding World prior to the beginning of Harry Potter and the Cursed Child.

WINNER OF THE 2017 COSTA BIOGRAPHY AWARD In the vein of Bad Blood and Why be Happy when you can be Normal?: an enthralling, at times shocking, and deeply personal family memoir of growing up in, and breaking away from, a fundamentalist Christian cult. As heard on Jeremey Vine ‘At university when I made new friends and confidantes, I couldn’t explain how I’d become a teenage mother, or shoplifted books for years, or why I was afraid of the dark and had a compulsion to rescue people, without explaining about the Brethren or the God they made for us, and the Rapture they told us was coming. But then I couldn’t really begin to talk about the Brethren without explaining about my father…’ As Rebecca Stott’s father lay dying he begged her to help him write the memoir he had been struggling with for years. He wanted to tell the story of their family, who, for generations had all been members of a fundamentalist Christian sect. Yet, each time he reached a certain point, he became tangled in a thicket of painful memories and could not go on. The sect were a closed community who believed the world is ruled by Satan: non-sect books were banned, women were made to wear headscarves and those who disobeyed the rules were punished. Rebecca was born into the sect, yet, as an intelligent, inquiring child she was always asking dangerous questions. She would discover that her father, an influential preacher, had been asking them too, and that the fault-line between faith and doubt had almost engulfed him. In In the Days of Rain Rebecca gathers the broken threads of her father’s story, and her own, and follows him into the thicket to tell of her family’s experiences within the sect, and the decades-long aftermath of their breaking away.

The facts are nothing short of startling--no matter how many people seem to walk down the aisle, the divorce rate in America is at a record high. What's the secret to getting into a happy marriage and, even more important, staying in oneNow world-renowed psychiatrist Dr. William Glasser and his wife, Carleen Glasser, update their classic guide to successful marriages, Staying Together, for couples young and old. As they examine the questions of why some marriages work and others fail, the Glassers advise readers on how to create loving and happy relationships by applying Dr. Glasser's trademark "choice theory." The result is a wealth of new information about who would make a compatible partner and how to improve any relationship.

Applying the methods and ideas espoused in his popular book Choice Theory, world-renowned psychiatrist and relationship expert Dr. William Glasser, along with his wife, Carleen, offers a practical guide to an enduring, satisfying, successful marriage. Eight Lessons for a Happier Marriage showcases eight real-life histories of troubled couples and presents simple, practical solutions to overcoming the pitfalls illustrated therein. Keeping love alive and strong is not as difficult as you think; let the Glassers and this indispensable book show you how!

Combining the control theory of William Glasser with the wisdom of W. Edwards Deming, this indispensable management resource explains both what quality is and what lead-managers need to do to achieve it.

The Clockwork Universe is the story of a band of menwho lived in a world of dirt and disease but pictured auniverse that ran like a perfect machine. A meld ofhistory and science, this book is a group portrait ofsome of the greatest minds who ever lived as theywrestled with nature's most sweeping mysteries. Theanswers they uncovered still hold the key to how weunderstand the world.At the end of the seventeenth century an age ofreligious wars, plague, and the Great Fire of London when most people saw the world as falling apart, theseearliest scientists saw a world of perfect order. They declaredthat, chaotic as it looked, the universe was in factas intricate and perfectly regulated as a clock. This wasthe tail end of Shakespeare's century, when the naturaland the supernatural still twined around each other. Diseasewas a punishment ordained by God, astronomy hadnot yet broken free from astrology, and the sky was filledwith omens. It was a time when little was known andeverything was new. These brilliant, ambitious, curiousmen believed in angels, alchemy, and the devil, and theyalso believed that the universe followed precise, mathematicallaws a contradiction that tormented them andchanged the course of history. The Clockwork Universe is the fascinating and compellingstory of the bewildered geniuses of the RoyalSociety, the men who made the modern world.

在紛擾雜亂、訊息爆炸的時代，眾說紛紜，事件瞬息萬變，要求現代人有更高的判斷力，方能保持腦筋清醒。而要增進個人的判斷力，可通過有效的理性思考訓練。本書以簡明及實用為宗旨，附以不少出自日常生活的真實例子，扼要地解釋理性思考的基本概念及原理。每章開首的熱身練習，加上章末的練習題及摘要，讓讀者輕鬆學會基本的理性思考技藝，既可作進一步追求真知實學的準備，又可有一技旁身，提防受人愚弄或誤導。

A wheelchair-bound Poirot returns to Styles, the venue of his first investigation, where he knows another murder is going to take place… The house guests at Styles seemed perfectly pleasant to Captain Hastings; there was his own daughter Judith, an inoffensive ornithologist called Norton, dashing Mr Allerton, brittle Miss Cole, Doctor Franklin and his fragile wife Barbara , Nurse Craven, Colonel Luttrell and his charming wife, Daisy, and the charismatic Boyd-Carrington. So Hastings was shocked to learn from Hercule Poirot’s declaration that one of them was a five-times murderer. True, the ageing detective was crippled with arthritis, but had his deductive instincts finally deserted him?…

Agatha Christie’s world-famous Miss Marple mystery, reissued with a striking new cover designed to appeal to the latest generation of Agatha Christie fans and book lovers. It’s seven in the morning. The Bantrys wake to find the body of a young woman in their library. She is wearing evening dress and heavy make-up, which is now smeared across her cheeks. But who is she? How did she get there? And what is the connection with another dead girl, whose charred remains are later discovered in an abandoned quarry? The respectable Bantrys invite Miss Marple to solve the mystery… before tongues start to wag.

Agatha Christie’s audacious murder mystery, reissued with a striking new cover designed to appeal to the latest generation of Agatha Christie fans and book lovers. One minute, silly Heather Badcock had been gabbling on at her movie idol, the glamorous Marina Gregg. The next, Heather suffered a massive seizure. But for whom was the deadly poison really intended? Marina’s frozen expression suggested she had witnessed something horrific. But, while others searched for material evidence, Jane Marple conducted a very different investigation – into human nature.