Cover Image
Read Now

Generating a new reality from autoencoders and adversarial networks to deepfakes

The emergence of artificial intelligence (AI) has brought us to the precipice of a new age where we struggle to understand what is real, from advanced CGI in movies to even faking the news. AI that was developed to understand our reality is now being used to create its own reality. In this book we l...

Full description

Bibliographic Details
Main Author: Lanham, Micheal
Format: eBook
Language:English
Published: New York Apress 2021
Subjects:
Generative Programming (computer Science) / Fast
Computer Graphics
Generative Programming (computer Science) / Http://id.loc.gov/authorities/subjects/sh00000127
Artificial Intelligence / Fast
Artificial Intelligence / Http://id.loc.gov/authorities/subjects/sh85008180
Artificial Intelligence
Computer Graphics / Aat
Intelligence Artificielle
Computer Graphics / Fast
Artificial Intelligence / Aat
Programmation Générative
Computer Graphics / Http://id.loc.gov/authorities/subjects/sh85029500
Infographie
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Table of Contents:
  • The basics of deep learning
  • Unleashing generative modeling
  • Exploring the latent space
  • GANs, GANs, and more GANs
  • Image to image content generation
  • Residual network GANs
  • Attention is all we need
  • Advanced generators
  • Deepfakes and face swapping
  • Cracking deepfakes
  • Appendix A: Running Google Colab locally
  • Appendix B: Opening a Notebook
  • Appendix C: Connecting Google Drive and saving

Similar Items