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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.

Intro -- Table of Contents -- About the Author -- Acknowledgments -- Preface -- Introduction -- Part I: Introduction -- Chapter 1: Basics of Artificial Intelligence -- Why Does AI Matter? -- What Is AI? -- Machine Learning -- What Is Intelligence? -- The Turing Test -- How Machines Learn -- What Is Learning? -- Machine Perception -- Language -- Topics in Artificial Intelligence -- Application Areas -- Natural Language Processing -- Computer Vision -- Predictive Analytics -- Robotics -- Tools and Techniques -- Neural Networks -- Generative Adversarial Networks -- Data Mining -- Summary -- Terminology from This Chapter -- Part II: Shopping and Product Discovery -- Chapter 2: Natural Language Processing and Conversational Shopping -- Natural Language Processing -- ELIZA -- Chatbots -- Specialized Chatbots -- Conversational Commerce -- Natural Language Queries -- Shopping and Messaging -- Personalized Shopping Experiences -- Bot-to-Bot Interaction -- Context-Based Decision Making -- Live Chat -- How Machines Read -- Tokenization -- Word Embeddings -- Skip Grams -- Part-of-Speech Tagging -- Named Entity Recognition -- Natural Language Understanding -- Sentiment Analysis -- Relation Extraction -- Summary -- Terminology from This Chapter -- Chapter 3: Computer Vision and Smart Mirrors -- Retail Meltdown -- Smart Mirrors -- Data Collection -- Social Sharing and Checkout -- Implementation -- Computer Vision -- Transformation -- Filtering -- Feature Extraction -- Edge Detection -- Object Detection -- Image Classification -- Beyond Static and 2D Images -- Summary -- Terminology from This Chapter -- Chapter 4: Neural Networks and Image Search -- Fashion Industry Images -- Image Search -- Image Tagging -- Reverse Image Search -- Visual Search -- Neural Networks -- Types of Neural Networks -- Feed-Forward Neural Networks -- Input Layer -- Hidden Layer.