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portada Generalization With Deep Learning: For Improvement on Sensing Capability
Type
Physical Book
Publisher
Author
Year
2021
Language
English
Pages
324
Format
Hardcover
ISBN13
9789811218835
Categories

Generalization With Deep Learning: For Improvement on Sensing Capability

Zhenghua Chen; Min Wu; Xiaoli Li (Author) · Wspc · Hardcover

Generalization With Deep Learning: For Improvement on Sensing Capability - Zhenghua Chen; Min Wu; Xiaoli Li

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Synopsis "Generalization With Deep Learning: For Improvement on Sensing Capability "

Deep Learning has achieved great success in many challenging research areas, such as image recognition and natural language processing. The key merit of deep learning is to automatically learn good feature representation from massive data conceptually. In this book, we will show that the deep learning technology can be a very good candidate for improving sensing capabilities.In this edited volume, we aim to narrow the gap between humans and machines by showcasing various deep learning applications in the area of sensing. The book will cover the fundamentals of deep learning techniques and their applications in real-world problems including activity sensing, remote sensing and medical sensing. It will demonstrate how different deep learning techniques help to improve the sensing capabilities and enable scientists and practitioners to make insightful observations and generate invaluable discoveries from different types of data.

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