Название: Edge Intelligence: Deep Learning-enabled edge computing
Автор: Shajulin Benedict
Издательство: IOP Publishing
Год: 2024
Страниц: 277
Язык: английский
Формат: pdf (true), epub
Размер: 31.7 MB

Edge Intelligence: Deep Learning-enabled edge computing is a book that targets researchers and practitioners who are interested in applying intelligence without compromising data privacy. The book reveals the existing edge-AI techniques and forecasts future edge-AI integration methods. The book delves into edge computing architectures after describing relevant basic technologies such as IoT, cloud computing, and other security-related architectures. The book starts with an explanation of all relevant basic technologies. It offers a smooth transition from the basics to insightful practical sessions for practitioners. The ideas of providing innovative ideas and applications in the later part of the book can enthuse researchers and developers to engage themselves in innovating newer products with the application of Edge Intelligence. Part of IOP Series in Next Generation Computing. Edge intelligence is deployed in two broad ways: (i) machine learning-based intelligence; and (ii) deep learning-based intelligence. Deep Learning-based edge intelligence: Deep Learning, in general, is a sub-field of Machine Learning that mimics the learning processes of humans. Our human brains learn different data based on several histories of information. This involves computationally powerful computers or computing devices to learn a large volume of data that arises from data-intensive applications, such as IoT-enabled applications. In recent years, the majority of real-world applications have included Deep Learning algorithms on edge nodes, considering the performance efficiency and learning accuracy with respect to the input regional data. The most widely applied Deep Learning algorithms are convolutional neural networks (CNNs), image segmentation algorithms, generative adversarial networks (GANs), reinforcement learning (RL), and transformers. The application of Deep Learning algorithms on edge-level nodes increases privacy and avoids latency while considering a large chunk of data in an automated fashion.

Название: Python Game Development: Creating Interactive Games With Python And Pygame Library
Автор: Marley Jackson
Издательство: Independently published
Год: 2024
Страниц: 333
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Ever wanted to create your own video games? Imagine designing and coding your very own interactive games, bringing your creative ideas to life with the powerful Python programming language. "Python Game Development: Creating Interactive Games with Python and Pygame Library" is your step-by-step guide to mastering game development, whether you're a beginner or an experienced programmer. Python, renowned for its simplicity and versatility, has gained significant popularity in the realm of game development. Its ease of use, coupled with a rich ecosystem of libraries and frameworks, makes it an attractive choice for both beginners and experienced developers looking to create captivating games. In this chapter, we will delve into the exciting world of game development with Python, exploring the tools, techniques, and concepts that form the foundation of this creative endeavor. Game development with Python opens up a myriad of possibilities, allowing developers to bring their imaginative ideas to life through interactive and engaging gameplay experiences. Whether you are a seasoned programmer or a novice enthusiast, Python offers a welcoming environment for crafting games that captivate players of all ages. Pygame is a cross-platform set of Python modules specifically crafted for writing video games. It is built upon the Simple DirectMedia Layer (SDL) library, which provides low-level access to audio, keyboard, mouse, and graphics hardware. Pygame simplifies game development by abstracting away the complexities of interacting with hardware and allows developers to focus on game logic and design.

Название: Самые сильные молитвы
Автор: Молитвослов
Издательство: АСТ
Год: 2024
Страниц: 76
Формат: pdf
Язык: русский
Размер: 10 Мб

В этой книге собраны самые сильные православные молитвы, которые были проверены веками. Они помогут вам преодолеть трудные жизненные ситуации и научат правильно обращаться к святым.

Название: Data Analytics for Intelligent Systems: Techniques and solutions
Автор: Sachin Taran, Chhavi Dhiman, Manjeet Kumar
Издательство: IOP Publishing
Год: 2024
Страниц: 272
Язык: английский
Формат: pdf (true), epub
Размер: 25.2 MB

This book focuses on the theory, development, novel techniques, and smart solutions in data analytics for intelligent systems that capture behaviours in complex environments. The book will provide beginners with a single platform to explore a variety of recent data analytics techniques for different types of data – images, videos, numerical etc. for better decision-making and problem solving for a range of applications such as computer vision, biomedical engineering, image processing, speech signal processing, intelligent systems, fault analysis and detection. In today's world, incorporation of Artificial Intelligence (AI) with Machine Learning, ensemble learning, Deep Learning, transfer learning and reinforcement learning has a variety of applications. This book focuses on the various advanced techniques in data analytics that can be used in different domains to solve real-time problems. Part of the IOP series in Next Generation Computing.

Название: Astronomical Python: An introduction to modern scientific programming
Автор: Imad Pasha
Издательство: IOP Publishing
Год: 2024
Страниц: 333
Язык: английский
Формат: pdf (true), epub
Размер: 48.1 MB

Over the past two decades, Python has become the de facto standard language of Data Science both in industry and astronomy (with the exception of simulations and other extreme scale computing problems). This course text is a full introduction to programming in Python with an explicit focus on astrophysical applications. The book covers the fundamentals of Python, including the native data types and operations, and how the language, interpreter, and operating system work together. Leaning heavily on standard packages used in astronomy, the book covers the installation and basic structure of the language and libraries; script writing, conditional statements, loops, and other code structures that allow for complex outcome management; the creation and use of functions and classes within Python; the creation of packages and the methods for re-using, importing, and otherwise standardizing code; and plotting. Finally, the book contains several higher level chapters that carry students from the beginner stage of programming into the intermediate. This book will cover the native data types and operations, and how the language, interpreter, and operating system work together to carry out commands. The book will lean heavily on standard packages (libraries of functions and classes) used in our field, including Numpy, SciPy, Matplotlib, and Astropy. After discussing the installation and basic structure of the language and libraries, the text will move into a discussion of script writing, conditional statements, loops, and other code structures that allow for complex outcome management. The text will then discuss the creation and use of functions and classes within Python, which enables unit-testing and more robust and flexible code creation, and use these tools in a Data Science context on an astronomical survey.

Название: Image Processing with Python: A practical approach
Автор: Irshad Ahmad Ansari, Varun Bajaj
Издательство: IOP Publishing
Год: 2024
Страниц: 300
Язык: английский
Формат: pdf (true), epub
Размер: 38.2 MB

This book explores the domain of image processing using Python, with the help of working examples and accompanying code. Aimed at researchers and advanced students with a knowledge of image processing fundamentals, this book introduces Python programming via image processing and provides numerous hands-on examples and code snippets. The book will enable readers to appreciate the power of Python in this field, write their own code, and implement complex image processing algorithms such as image enhancement, compression, restoration, segmentation, watermarking, and encryption, and be able to incorporate machine learning models using relevant Python libraries. This book is prepared to meet the needs of young researchers and professionals who are about to start their research journey in the domain of image processing. This book will help readers develop their own applications, whether for software-based implementation or simulation and testing before a final hardware implementation. Python for image processing applications has grown tremendously due to its open-source nature and excellent library support. Professionals, students, and researchers working in the image processing domain find it helpful to use pre-existing libraries. They can even create their own library and make it available for others to use. These qualities led to an excellent growth in the popularity of Python.

Название: The Woodworker & Good Woodworking
Издательство: MyTimeMedia Ltd.
Год / месяц: August 2024
Номер: 8
Страниц: 92
Формат: PDF
Размер: 63,3 MB
Язык: English / английский

The Woodworker is a hands-on, we show you how, magazine aimed at the home woodworker. Its 108 year heritage makes it the authoritative voice on the subject. Edited and written by enthusiasts there is a real feel for, and understanding of, the subject. The magazine presents projects and technical advice on all aspects of woodworking, plus news, reviews and tests of the new and most popular woodworking tools and equipment available today.

The Woodworker & Good Woodworking — журнал по столярному делу представляет для всех мастеров по дереву новые идеи для творчества, обзоры деревообрабатывающей техники и оборудования для мастерской, проекты по изготовлению из дерева различной мебели, поделок, садовых беседок и прочих малых архитектурных строений, которые приводятся с пошаговыми инструкциями, фотографиями и чертежами, практически не требующими знания английского языка.

Название: The Woodworker & Good Woodworking
Издательство: MyTimeMedia Ltd.
Год / месяц: September 2024
Номер: 9
Страниц: 92
Формат: PDF
Размер: 62,7 MB
Язык: English / английский

The Woodworker is a hands-on, we show you how, magazine aimed at the home woodworker. Its 108 year heritage makes it the authoritative voice on the subject. Edited and written by enthusiasts there is a real feel for, and understanding of, the subject. The magazine presents projects and technical advice on all aspects of woodworking, plus news, reviews and tests of the new and most popular woodworking tools and equipment available today.

The Woodworker & Good Woodworking — журнал по столярному делу представляет для всех мастеров по дереву новые идеи для творчества, обзоры деревообрабатывающей техники и оборудования для мастерской, проекты по изготовлению из дерева различной мебели, поделок, садовых беседок и прочих малых архитектурных строений, которые приводятся с пошаговыми инструкциями, фотографиями и чертежами, практически не требующими знания английского языка.

Название: The Complete Beginner's Guide to Macramé
Автор: Alisha Ing
Издательство: Page Street Publishing
Год: August 13, 2024
Размер: 149 Мб
Формат: EPUB
Страниц: 224
Язык: Английский

Узнайте все тонкости работы по макраме с помощью этого руководства от Alisha Ing. Вы когда-нибудь задумывались, как сделать великолепный гобелен из макраме своими руками? Или где купить самые лучшие и долговечные материалы для вашего самого первого проекта? Автор отвечает на эти и другие вопросы в этой потрясающей книге для начинающих! С помощью ее простых инструкций, полезных советов по устранению неполадок и пошаговых изображений вы без особых усилий освоите все основные узлы и приемы, необходимые для создания потрясающих изделий ручной работы.

Название: Leisure Painter
Год / месяц: 2024 / October
Номер: Vol.58 No.10 (654)
Страниц: 80
Формат: True PDF
Размер: 53,2 MB
Язык: English

Learn to paint and draw with Leisure Painter - the number one learn-to-paint magazine, teaching beginners and amateur painters for over 50 years. Practical painting and drawing features from top art tutors offering step-by-step tuition and easy-to-follow advice on how to draw and paint.

Учитесь рисовать с Leisure Painter - популярным журналом для обучения рисованию, который уже более 50 лет обучает начинающих и художников-любителей. Практические занятия по изобразительному искусству и живописи от ведущих преподавателей, предлагающие пошаговое обучение и простые советы о том, как рисовать и изображать в цвете.