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Hands-On Image Generation with TensorFlow

You're reading from  Hands-On Image Generation with TensorFlow

Product type Book
Published in Dec 2020
Publisher Packt
ISBN-13 9781838826789
Pages 306 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Soon Yau Cheong Soon Yau Cheong
Profile icon Soon Yau Cheong
LinkedIn
Soon Yau Cheong is an AI consultant and the founder of Sooner.ai Ltd. With a history of being associated with industry giants such as NVIDIA and Qualcomm, he provides consultation in the various domains of AI, such as deep learning, computer vision, natural language processing, and big data analytics. He was awarded a full scholarship to study for his PhD at the University of Bristol while working as a teaching assistant. He is also a mentor for AI courses with Udacity.
See other products by Soon Yau Cheong

Table of Contents (15) Chapters

Preface 1. Section 1: Fundamentals of Image Generation with TensorFlow
2. Chapter 1: Getting Started with Image Generation Using TensorFlow 3. Chapter 2: Variational Autoencoder 4. Chapter 3: Generative Adversarial Network 5. Section 2: Applications of Deep Generative Models
6. Chapter 4: Image-to-Image Translation 7. Chapter 5: Style Transfer 8. Chapter 6: AI Painter 9. Section 3: Advanced Deep Generative Techniques
10. Chapter 7: High Fidelity Face Generation 11. Chapter 8: Self-Attention for Image Generation 12. Chapter 9: Video Synthesis 13. Chapter 10: Road Ahead 14. Other Books You May Enjoy

Technical requirements

The Jupyter notebooks can be found here (https://github.com/PacktPublishing/Hands-On-Image-Generation-with-TensorFlow-2.0/tree/master/Chapter08):

  • ch8_sagan.ipynb
  • ch8_big_gan.ipynb
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Authors (1)

Profile icon Soon Yau Cheong
LinkedIn
Soon Yau Cheong is an AI consultant and the founder of Sooner.ai Ltd. With a history of being associated with industry giants such as NVIDIA and Qualcomm, he provides consultation in the various domains of AI, such as deep learning, computer vision, natural language processing, and big data analytics. He was awarded a full scholarship to study for his PhD at the University of Bristol while working as a teaching assistant. He is also a mentor for AI courses with Udacity.
See other products by Soon Yau Cheong

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