eBook - ePub

Convolutional Neural Networks with Swift for Tensorflow

Name: Convolutional Neural Networks with Swift for Tensorflow
ISBN: 9781484261682

Image Recognition and Dataset Categorization

Brett Koonce,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Convolutional Neural Networks with Swift for Tensorflow

Image Recognition and Dataset Categorization

Brett Koonce,

About this book

Dive into and apply practical machine learning and dataset categorization techniques while learning Tensorflow and deep learning. This book uses convolutional neural networks to do image recognitionall in the familiar and easy to work with Swift language.

It begins with a basic machine learning overview and then ramps up to neural networks and convolutions and how they work. Using Swift and Tensorflow, you'll perform data augmentation, build and train large networks, and build networks for mobile devices. You'll also cover cloud training and the network you build can categorize greyscale data, such as mnist, to large scale modern approaches that can categorize large datasets, such as imagenet.

Convolutional Neural Networks with Swift for Tensorflow uses a simple approach that adds progressive layers of complexity until you have arrived at the current state of the art for this field.

What You'll Learn

Categorize and augment datasets
Build and train large networks, including via cloud solutions
Deploy complex systems to mobile devices

Who This Book Is For
Developers with Swift programming experience who would like to learn convolutional neural networks by example using Swift for Tensorflow as a starting point.

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Yes, you can access Convolutional Neural Networks with Swift for Tensorflow by Brett Koonce in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.