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TensorFlow Deep Learning Practice
Author:
Wang Xiaohua
Impression:1-4
ISBN:9787302487951
Subject:Computer Science
Publication Date:2018.01.01
Page Count:476
The author intends to develop readers’ ability to use TensorFlow for practical programming so as to solve the picture processing problems – which is the guiding thought of this book. There are 22 chapters in this book, with the content involving the installation and use of Python class library; basic data structure and usage of TensorFlow; creation and reading of TensorFlow dataset; theoretical basis of Artificial Neural Network, Feedback Neural Network and Convolutional Neural Network; creation of Deep Learning Model; model features, algorithms, ResNet, Slim and GAN. This book stresses the link between theory and practice, emphatically introduces the application of TensorFlow programming for image identification, showcases a large-scale dataset, implements the Deep Learning Model in the form of code, for readers’ reference.
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