9783030909024 - visual inference for iot systems: a practical approach von velasco-montero, delia; fernández-berni, jorge; rodríguez-vázquez, angel (4 Ergebnisse)

Visual Inference for IoT Systems: A Practical Approach
Velasco-Montero, Delia; Fernández-Berni, Jorge; Rodríguez-Vázquez, Angel
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Zustand: Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher | This book presents a systematic approach to the implementation of Internet of Things (IoT) devices achieving visual inference through deep neural networks. Practical aspects are covered, with a focus on providing guidelines to optimally selec…t hardware and software components as well as network architectures according to prescribed application requirements.The monograph includes a remarkable set of experimental results and functional procedures supporting the theoretical concepts and methodologies introduced. A case study on animal recognition based on smart camera traps is also presented and thoroughly analyzed. In this case study, different system alternatives are explored and a particular realization is completely developed.Illustrations, numerous plots from simulations and experiments, and supporting information in the form of charts and tables make Visual Inference and IoT Systems: A Practical Approach a clear and detailed guide to the topic. It will be of interest to researchers, industrial practitioners, and graduate students in the fields of computer vision and IoT.

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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents a systematic approach to the implementation of Internet of Things (IoT) devices achieving visual inference through deep neural networks. Practical aspects are covered, with a focus on providing guidelines to optimally select hardware and…software components as well as network architectures according to prescribed application requirements.The monograph includes a remarkable set of experimental results and functional procedures supporting the theoretical concepts and methodologies introduced. A case study on animal recognition based on smart camera traps is also presented and thoroughly analyzed. In this case study, different system alternatives are explored and a particular realization is completely developed.Illustrations, numerous plots from simulations and experiments, and supporting information in the form of charts and tables make Visual Inference and IoT Systems: A Practical Approach a clear and detailed guide to the topic. It will be of interest to researchers, industrial practitioners, and graduate students in the fields of computer vision and IoT.

- Hardcover
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Hardcover. Zustand: gut. 2022. Visual Inference for IoT Systems: A Practical Approach In deutscher Sprache. pages.