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Generative Adversarial Networks Cookbook Cover

Generative Adversarial Networks Cookbook

Over 100 recipes to build generative models using Python, TensorFlow, and Keras

Paid access
|Dec 2018
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Table of Contents

  1. What is a Generative Adversarial Network?
  2. Data First - How to prepare your dataset
  3. My First GAN in under 100 lines
  4. Dreaming new Kitchens using DCGAN
  5. Pix2Pix Image-to-Image Translation
  6. Style Transfering Your image using CycleGAN
  7. Use Simulated Images to Create Photo Realistic Eyeballs using simGAN
  8. From Image to 3D Models using GANs
PDF ISBN: 978-1-78913-958-7
Publisher: Packt Publishing Limited
Copyright owner: © 2018 Packt Publishing Limited
Publication date: 2018
Language: English
Pages: 268