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This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of

A hands-on, application-based introduction to machine learning and artificial intelligence (AI) that guides young readers through creating compelling AI-powered

This volume introduces machine learning techniques that are particularly powerful and effective for modeling multimedia data and common tasks of multimedia cont

As deep neural networks (DNNs) become increasingly common in real-world applications, the potential to deliberately "fool" them with data that wouldn’t trick

The goal of this book is to address the use of several important machine learning techniques into computer vision applications. An innovative combination of com