Koonce, Brett
Convolutional Neural Networks with Swift for Tensorflow: Image Recognition and Dataset Categorization
- ISBN 13:
- 9781484261675
- author:
- Koonce, Brett
- format:
- Paperback
- publisher:
- APress
- language:
- English
- Publication Year:
- 2021
- Pages:
- 245
- Dimensions:
- 23.4 x 15.6 x 1.4 centimetres (0
- Genre:
- Professional & Vocational, Computers, Programming,
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Learn to build and deploy complex machine learning models using Swift and Tensorflow. This practical guide covers convolutional neural networks for image recognition and dataset categorization, from basic machine learning concepts to advanced techniques. You'll learn how to perform data augmentation, build and train large networks, and deploy them on mobile devices, as well as explore cloud training solutions. The book takes a progressive approach, adding layers of complexity until you reach the current state of the art in this field. Suitable for developers with Swift programming experience, this book provides a hands-on introduction to convolutional neural networks using Swift for Tensorflow.
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