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Shulph Ink

Generalization With Deep Learning: For Improvement On Sensing Capability

Generalization With Deep Learning: For Improvement On Sensing Capability

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  • More about Generalization With Deep Learning: For Improvement On Sensing Capability


Deep Learning has achieved great success in image recognition and natural language processing, and this book aims to showcase its applications in sensing to narrow the gap between humans and machines. It will cover the fundamentals of deep learning techniques and their applications in activity sensing, remote sensing, and medical sensing, helping to improve sensing capabilities and enable insightful observations and discoveries.

\n Format: Hardback
\n Length: 324 pages
\n Publication date: 26 April 2021
\n Publisher: World Scientific Publishing Co Pte Ltd
\n


Deep Learning has achieved remarkable success in a multitude of challenging research domains, including image recognition and natural language processing. The fundamental advantage of deep learning lies in its ability to automatically learn effective feature representations from vast amounts of data, enabling it to tackle complex tasks with remarkable efficiency. In this comprehensive book, we will demonstrate that deep learning technology holds immense potential for enhancing sensing capabilities. Our goal in this edited volume is to bridge the gap between humans and machines by showcasing a diverse range of deep learning applications in the field of sensing.

The book will delve into the fundamentals of deep learning techniques and their practical applications in real-world scenarios such as activity sensing, remote sensing, and medical sensing. Through detailed case studies and practical examples, we will showcase how different deep learning techniques can improve sensing capabilities, enabling scientists and practitioners to extract valuable insights and make groundbreaking discoveries from diverse types of data.

By exploring the transformative power of deep learning in sensing, this book aims to provide a valuable resource for researchers, engineers, and practitioners in the field. It will serve as a comprehensive guide for those seeking to leverage the latest advancements in deep learning to address pressing sensing challenges and unlock the full potential of data-driven insights.

\n Weight: 730g\n
Dimension: 177 x 252 x 26 (mm)\n
ISBN-13: 9789811218835\n \n

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