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Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Convolutional Neural Networks with Swift for Tensorflow: Image Recognition and Dataset Categorization

Convolutional Neural Networks with Swift for Tensorflow: Image Recognition and Dataset Categorization

Paperback

General ComputersOperating SystemsProgramming

Publisher Price: $54.99

ISBN10: 1484261674
ISBN13: 9781484261675
Publisher: Apress
Published: Jan 5 2021
Pages: 245
Weight: 0.84
Height: 0.56 Width: 6.14 Depth: 9.21
Language: English

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.

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Programming