Convolutional Neural Networks with Swift for Tensorflow: Image Recognition and Dataset Categorization Contributor(s): Koonce, Brett (Author) |
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ISBN: 1484261674 ISBN-13: 9781484261675 Publisher: Apress OUR PRICE: $49.49 Product Type: Paperback - Other Formats Published: January 2021 |
Additional Information |
BISAC Categories: - Computers | Programming - Macintosh - Computers | Intelligence (ai) & Semantics - Computers | Operating Systems - Apple (mac Os & Ios) |
Physical Information: 0.56" H x 6.14" W x 9.21" (0.84 lbs) 245 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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 recognition all 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
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. |