Hands-On Deep Learning for Images with TensorFlow: Build intelligent computer vision applications using TensorFlow and Keras
Language: English
Published by Packt Publishing 2018-07-31, 2018
- Softcover
- New
Seller: Chiron Media, Wallingford, United KingdomChiron Media
AbeBooks seller since August 2, 2010
Condition: New
£ 22.29
Quantity: 10 available
Add to basketSeller Inventory # 6666-IUK-9781789538670
- Title
- Hands-On Deep Learning for Images with TensorFlow: Build intelligent computer vision applications using TensorFlow and Keras
- Author
- Will Ballard
- Publisher
- Packt Publishing 2018-07-31
- Publication year
- 2018
- Condition
- New
- Binding
- Paperback
- Language
- English
- ISBN 10
- 178953867X
- ISBN 13
- 9781789538670
Explore TensorFlow's capabilities to perform efficient deep learning on images
Key Features:
- Discover image processing for machine vision
- Build an effective image classification system using the power of CNNs
- Leverage TensorFlow's capabilities to perform efficient deep learning
Book Description:
TensorFlow is Google's popular offering for machine learning and deep learning; quickly becoming a favorite tool for performing fast; efficient; and accurate deep learning tasks.
Hands-On Deep Learning for Images with TensorFlow shows you the practical implementations of real-world projects; teaching you how to leverage TensorFlow's capabilities to perform efficient image processing using the power of deep learning. With the help of this book; you will get to grips with the different paradigms of performing deep learning such as deep neural nets and convolutional neural networks; followed by understanding how they can be implemented using TensorFlow.
By the end of this book; you will have mastered all the concepts of deep learning and their implementation with TensorFlow and Keras.
What You Will Learn:
- Build machine learning models particularly focused on the MNIST digits
- Work with Docker and Keras to build an image classifier
- Understand natural language models to process text and images
- Prepare your dataset for machine learning
- Create classical; convolutional; and deep neural networks
- Create a RESTful image classification server
Who this book is for:
Hands-On Deep Learning for Images with TensorFlow is for you if you are an application developer; data scientist; or machine learning practitioner looking to integrate machine learning into application software and master deep learning by implementing practical projects in TensorFlow. Knowledge of Python programming and basics of deep learning are required to get the best out of this book.
Table of Contents
- Machine Learning Toolkit
- Image Data
- Classic Neural Network
- Convulutional Neural Network
- Image Classification Server
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
Chiron Media
Wallingford, United Kingdom
AbeBooks seller since August 2, 2010
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