Generative Adversarial Networks in Practice
eBook - ePub

Generative Adversarial Networks in Practice

Mehdi Ghayoumi

Share book
  1. 642 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Generative Adversarial Networks in Practice

Mehdi Ghayoumi

Book details
Table of contents

About This Book

This book is an all-inclusive resource that provides a solid foundation on Generative Adversarial Networks (GAN) methodologies, their application to real-world projects, and their underlying mathematical and theoretical concepts.

Key Features:

  • G uides you through the complex world of GANs, demystifying their intricacies
  • A ccompanies your learning journey with real-world examples and practical applications
  • N avigates the theory behind GANs, presenting it in an accessible and comprehensive way
  • S implifies the implementation of GANs using popular deep learning platforms
  • I ntroduces various GAN architectures, giving readers a broad view of their applications
  • N urture your knowledge of AI with our comprehensive yet accessible content
  • P ractice your skills with numerous case studies and coding examples
  • R eviews advanced GANs, such as DCGAN, cGAN, and CycleGAN, with clear explanations and practical examples
  • A dapts to both beginners and experienced practitioners, with content organized to cater to varying levels of familiarity with GANs
  • C onnects the dots between GAN theory and practice, providing a well-rounded understanding of the subject
  • T akes you through GAN applications across different data types, highlighting their versatility
  • I nspires the reader to explore beyond this book, fostering an environment conducive to independent learning and research
  • C loses the gap between complex GAN methodologies and their practical implementation, allowing readers to directly apply their knowledge
  • E mpowers you with the skills and knowledge needed to confidently use GANs in your projects

Prepare to deep dive into the captivating realm of GANs and experience the power of AI like never before with Generative Adversarial Networks (GANs) in Practice. This book brings together the theory and practical aspects of GANs in a cohesive and accessible manner, making it an essential resource for both beginners and experienced practitioners.

Frequently asked questions

How do I cancel my subscription?
Simply head over to the account section in settings and click on “Cancel Subscription” - it’s as simple as that. After you cancel, your membership will stay active for the remainder of the time you’ve paid for. Learn more here.
Can/how do I download books?
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
What is the difference between the pricing plans?
Both plans give you full access to the library and all of Perlego’s features. The only differences are the price and subscription period: With the annual plan you’ll save around 30% compared to 12 months on the monthly plan.
What is Perlego?
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Do you support text-to-speech?
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Is Generative Adversarial Networks in Practice an online PDF/ePUB?
Yes, you can access Generative Adversarial Networks in Practice by Mehdi Ghayoumi in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.



Table of contents