Taschenbuch. Condici�n: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 60 pp. Englisch. N� de ref. del art�culo: 9786207447008

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Deep learning in Remote sensing : Convolutional Neural Network (CNNs)

Lamyaa Taha

Publicado por LAP LAMBERT Academic Publishing, 2023

ISBN 10: 620744700X ISBN 13: 9786207447008

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Librería: AHA-BUCH GmbH, Einbeck, Alemania

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Taschenbuch. Condici�n: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - In this book, an overview of DL is presented that adopts various perspectives such as state-of-the-arts deep learning techniques, Deep learning approaches, applications. Additionally, the potential problems on deep learning technology. This research presents convolutional neural networks (CNNs) which the most utilized DL network type. A survey of the CNN deep learning architectures that are frequently encountered in the literature, along with their strengths and limitations and describes the development of CNNs architectures together with their main features, e.g., AlexNet, VGG, ResNet, DenseNet, GoogLeNet, Inception: ResNet nd Inception V3/ V4, SegNet, U Net, Point CNN and MASK R-CNN .A detailed study on application of Convolutional Neural Network on the remote sensing to extract features is also explained. Challenges that met CNN were discussed. N� de ref. del art�culo: 9786207447008

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Deep learning in Remote sensing

Taha, Lamyaa|Ibrahim, Rania|Mandouh, Asmaa

Publicado por LAP Lambert Academic Publishing, 2023

ISBN 10: 620744700X ISBN 13: 9786207447008

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Librería: moluna, Greven, Alemania

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Condici�n: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. In this book, an overview of DL is presented that adopts various perspectives such as state-of-the-arts deep learning techniques, Deep learning approaches, applications. Additionally, the potential problems on deep learning technology. This research present. N� de ref. del art�culo: 1299385381

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