Deep Learning on Windows: Building Deep Learning Computer Vision Systems on Microsoft Windows

Thimira Amaratunga

ISBN 10: 1484283554 ISBN 13: 9781484283554

Verlag: APRESS, 2022

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New.SoftCover International edition. Different ISBN and Cover image but contents are same as US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Bestandsnummer des Verk�ufers ABEJUNE24-412511

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Titel: Deep Learning on Windows: Building Deep ...
Verlag: APRESS
Erscheinungsdatum: 2022
Einband: Softcover
Zustand: Brand New
Auflage: Internationale Ausgabe

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Deep Learning on Windows: Building Deep Learning Computer Vision Systems on Microsoft Windows

Thimira Amaratunga

Verlag: Apress, 2020

ISBN 10: 1484264304 ISBN 13: 9781484264300

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Zustand: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Bestandsnummer des Verk�ufers ABNR-208478

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Deep Learning on Windows: Building Deep Learning Computer Vision Systems on Microsoft Windows

Amaratunga, Thimira

Verlag: Apress, 2020

ISBN 10: 1484264304 ISBN 13: 9781484264300

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Deep Learning on Windows | Building Deep Learning Computer Vision Systems on Microsoft Windows

Thimira Amaratunga

Verlag: Apress, 2020

ISBN 10: 1484264304 ISBN 13: 9781484264300

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Deep Learning on Windows: Building Deep Learning Computer Vision Systems on Microsoft Windows

Amaratunga, Thimira

Verlag: Apress, 2021

ISBN 10: 1484264304 ISBN 13: 9781484264300

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Paperback. Zustand: Brand New. 338 pages. 9.50x6.75x1.00 inches. In Stock. Bestandsnummer des Verk�ufers x-1484264304

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Deep Learning on Windows : Building Deep Learning Computer Vision Systems on Microsoft Windows

Thimira Amaratunga

Verlag: Apress, Apress, 2020

ISBN 10: 1484264304 ISBN 13: 9781484264300

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Print-on-Demand

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Taschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Build deep learning and computer vision systems using Python, TensorFlow, Keras, OpenCV, and more, right within the familiar environment of Microsoft Windows.The book starts with an introduction to tools for deep learning and computer vision tasks followed by instructions to install, configure, and troubleshoot them. Here, you will learn how Python can help you build deep learning models on Windows.Moving forward, you will build a deep learning model and understand the internal-workings of a convolutional neural network on Windows. Further, you will go through different ways to visualize theinternal-workings of deep learning models along with an understanding of transfer learning where you will learn how to build model architecture and use data augmentations. Next, you will manage and train deep learning models on Windows before deploying your application as a web application. You'll also do some simple image processing and work with computer vision options that will help you build various applications with deep learning. Finally, you will use generative adversarial networks along with reinforcement learning.After readingDeep Learning on Windows, you will be able to design deep learning models and web applications on the Windows operating system.What You Will LearnUnderstand the basics of Deep Learning and its historyGet Deep Learning tools working on Microsoft WindowsUnderstand the internal-workings of Deep Learning models by using model visualization techniques, such as the built-in plot_model function of Keras and third-party visualization toolsUnderstand Transfer Learning and how to utilize it to tackle small datasetsBuild robust training scripts to handle long-running training jobsConvert your Deep Learning model into a web applicationGenerate handwritten digits and human faces with DCGAN (Deep Convolutional Generative Adversarial Network)Understand the basics of Reinforcement Learning Who This Book Is ForAI developers and enthusiasts wanting to work on the Windows platform. Bestandsnummer des Verk�ufers 9781484264300

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