Includes music.

Learn how to deploy effective deep learning solutions on cross-platform applications built using TensorFlow Lite, ML Kit, and Flutter Key FeaturesWork through projects covering mobile vision, style transfer, speech processing, and multimedia processingCover interesting deep learning solutions for mobileBuild your confidence in training models, performance tuning, memory optimization, and neural network deployment through every projectBook Description Deep learning is rapidly becoming the most popular topic in the mobile app industry. This book introduces trending deep learning concepts and their use cases with an industrial and application-focused approach. You will cover a range of projects covering tasks such as mobile vision, facial recognition, smart artificial intelligence assistant, augmented reality, and more. With the help of eight projects, you will learn how to integrate deep learning processes into mobile platforms, iOS, and Android. This will help you to transform deep learning features into robust mobile apps efficiently. You’ll get hands-on experience of selecting the right deep learning architectures and optimizing mobile deep learning models while following an application oriented-approach to deep learning on native mobile apps. We will later cover various pre-trained and custom-built deep learning model-based APIs such as machine learning (ML) Kit through Firebase. Further on, the book will take you through examples of creating custom deep learning models with TensorFlow Lite. Each project will demonstrate how to integrate deep learning libraries into your mobile apps, right from preparing the model through to deployment. By the end of this book, you’ll have mastered the skills to build and deploy deep learning mobile applications on both iOS and Android. What you will learnCreate your own customized chatbot by extending the functionality of Google AssistantImprove learning accuracy with the help of features available on mobile devicesPerform visual recognition tasks using image processingUse augmented reality to generate captions for a camera feedAuthenticate users and create a mechanism to identify rare and suspicious user interactionsDevelop a chess engine based on deep reinforcement learningExplore the concepts and methods involved in rolling out production-ready deep learning iOS and Android applicationsWho this book is for This book is for data scientists, deep learning and computer vision engineers, and natural language processing (NLP) engineers who want to build smart mobile apps using deep learning methods. You will also find this book useful if you want to improve your mobile app’s user interface (UI) by harnessing the potential of deep learning. Basic knowledge of neural networks and coding experience in Python will be beneficial to get started with this book.

Design and deploy cross-platform apps with Flutter and Dart KEY FEATURES ● Get familiar with the fundamentals of Flutter, as a development framework, and Dart, as a programming language. ● Learn how to build a single mobile app that runs smoothly on several operating systems. ● A step-by-step guide that will help you build and deploy cross-platform apps with Google's Flutter SDK. DESCRIPTION Flutter and Dart are quickly becoming the go-to tools for building scalable native mobile apps. Whether you're a beginner looking to get started with mobile development or an experienced developer looking to add Flutter and Dart to your toolkit, this book has something for you. In this practical guide, you'll learn everything you need to know to get started with Flutter and Dart and build your cross-platform mobile apps. The book starts with an overview of the Flutter and Dart framework. It then takes you through the basics of app development, and gives you a solid foundation to build upon. The book then focuses on how to design and build user interfaces with Flutter, including how to use widgets, layouts, and themes. It then helps you understand how to manage app state and handle data in Flutter, as well as how to optimize performance and integrate with native code. In addition to the core concepts, the book covers advanced topics to help you build robust and reliable apps. Lastly, it explores real-world case studies and examples of Flutter and Dart apps, providing inspiration and guidance for your projects. By the end of the book, you'll be able to build stunning multi-platform mobile apps with Flutter and Dart. WHAT YOU WILL LEARN ● Learn how to design and build user interfaces with Flutter. ● Discover techniques for managing app state and handling data in Flutter. ● Learn how to use Flutter and Dart for network programming and asynchronous programming. ● Get tips for testing and debugging Flutter and Dart apps. ● Explore best practices for optimizing app performance and integrating with native code. WHO THIS BOOK IS FOR This book is for Mobile app developers, Cross-platform developers, and App developers who want to build and deploy cross-platform apps with Flutter and Dart. TABLE OF CONTENTS 1. Introduction to Flutter 2. Installing the Flutter SDK 3. Introduction to Dart 4. Classes and Functions in Dart 5. Introduction to Widgets 6. Using Common Widgets 7. Building Flutter Application 8. Introduction to Packages 9. Building Layouts 10. Flutter Database Concepts

During periods of environmental and societal upheaval, design has the potential to be a formidable catalyst towards a sustainable future. However, to unleash its full power, significant shifts in both theory and practice are imperative. This book adopts a unique approach, blending anthropological perspectives with philosophy and cognitive science, and advocates for a thorough transformation of the existing design curriculum. Supported by a vast body of literature in evolutionary science and design research, the book presents a blueprint for fostering more sustainable patterns of production and consumption. This blueprint is grounded in human virtues rather than vices and proposes a new curriculum tailored towards pro-sociality and sustainability. Leveraging his extensive professional background and expertise in the circular economy, Michael Leube offers practical examples, methods and tools for implementing sustainable approaches in the practical work of experienced designers. Showcasing cutting-edge innovations for pro-social and humanitarian design, the book ultimately argues that if we change the objective of design from creating desire to creating value, we can solve many of the most pressing social problems, from the cooperation of citizens to sustainable cities. The book will be useful for those studying and teaching design and anthropology, and it will also be an important tool for practicing designers and engineers interested in learning how to design for social and ecological awareness.