Artificial intelligence for fashion : how AI is revolutionizing the fashion industry
著者
書誌事項
Artificial intelligence for fashion : how AI is revolutionizing the fashion industry
Apress, 2019
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注記
Includes bibliographical references (p. 197-211) and index
内容説明・目次
内容説明
Learn how Artificial Intelligence (AI) is being applied in the fashion industry. With an application focused approach, this book provides real-world examples, breaks down technical jargon for non-technical readers, and provides an educational resource for fashion professionals. The book investigates the ways in which AI is impacting every part of the fashion value chain starting with product discovery and working backwards to manufacturing.
Artificial Intelligence for Fashion walks you through concepts, such as connected retail, data mining, and artificially intelligent robotics. Each chapter contains an example of how AI is being applied in the fashion industry illustrated by one major technological theme. There are no equations, algorithms, or code. The technological explanations are cumulative so you'll discover more information about the inner workings of artificial intelligence in practical stages as the book progresses.
What You'll Learn
Gain a basic understanding of AI and how it is used in fashion
Understand key terminology and concepts in AI
Review the new competitive landscape of the fashion industry
Conceptualize and develop new ways to apply AI within the workplace
Who This Book Is For
Fashion industry professionals from designers, managers, department heads, and executives can use this book to learn about how AI is impacting roles in every department and profession.
目次
Part I: IntroductionChapter 1: Basics of Artificial IntelligencePart II: Shopping and Product DiscoveryChapter 2: Natural Language Processing & Conversational ShoppingChapter 3: Computer Vision & Smart MirrorsChapter 4: Neural Networks & Image SearchChapter 5: Virtual Style AssistantsPart III: SalesChapter 6: Big Science & Subscription ServicesChapter 7: Predictive Analytics & Size RecommendationsPart IV: DesigningChapter 8: Generative Models as Fashion DesignersChapter 9: Data Mining & Trend ForecastingPart V: ManufacturingChapter 10: Deep Learning & Demand ForecastingChapter 11: Robotics & ManufacturingPart VI: FutureChapter 12: Democratization and Impacts of AI.
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