Foster, David
Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
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- ISBN 13:
- 9781098134181
- author:
- Foster, David
- format:
- Paperback
- publisher:
- O'Reilly Media
- language:
- English
- Publication Year:
- 2023
- Pages:
- 453
- Dimensions:
- 23.3 x 17.8 x 2.3 centimetres (0
- Genre:
- Computers, Computer Science, Computers,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Generative Deep Learning: Teaching Machines to Create
This book provides a comprehensive guide to creating generative deep learning models using TensorFlow and Keras. You'll learn how to build models from scratch, including variational autoencoders, generative adversarial networks, and Transformers, and discover how to make them more efficient and creative.
From changing facial expressions in photos to generating polyphonic music, you'll explore the latest architectures and techniques for creating impressive generative models. You'll also learn how to leverage generative AI to gain a competitive advantage and explore its future applications.
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