[DOWNLOAD] Hands-On Image Generation with TensorFlow PDF

Hands-On Image Generation with TensorFlow PDF Download
Hands-On Image Generation with TensorFlow PDF Download
eBook: Hands-On Image Generation with TensorFlow PDF : A pragmatic guide to generating images and videos using deep learning by Soon Yau Cheong

You can view or open this eBook below:

About This Premium eBook:

The emerging field of Generative Adversarial Networks (GANs) has made it possible to generate indistinguishable images from existing datasets. With this hands-on book, you’ll not only develop image generation skills but also gain a solid understanding of the underlying principles. 

Starting with an introduction to the fundamentals of image generation using TensorFlow, this book covers Variational Autoencoders (VAEs) and GANs. You’ll discover how to build models for different applications as you get to grips with performing face swaps using deepfakes, neural style transfer, image-to-image translation, turning simple images into photorealistic images, and much more. 

You’ll also understand how and why to construct state-of-the-art deep neural networks using advanced techniques such as spectral normalization and self-attention layer before working with advanced models for face generation and editing. You'll also be introduced to photo restoration, text-to-image synthesis, video retargeting, and neural rendering. 

Throughout the book, you’ll learn to implement models from scratch in TensorFlow 2.x, including PixelCNN, VAE, DCGAN, WGAN, pix2pix, CycleGAN, StyleGAN, GauGAN, and BigGAN. By the end of this book, you'll be well versed in TensorFlow and be able to implement image generative technologies confidently. Download free PDF in one click.

Most Downloaded eBooks:

Hands-On Image Generation with TensorFlow: A Practical Guide to Generating Images and Videos Using Deep Learning,Hands-On Image Generation with TensorFlow pdf, Hands-On Image Generation with TensorFlow: A Practical Guide to Generating Images and Videos Using Deep Learning pdf, Hands-On Image Generation with TensorFlow, Hands-on image Generation with TensorFlow pdf download

Machine Learning Ebooks
August 04, 2021
0

Comments

Search Any eBook

Request New eBook!