Generating a new reality : from autoencoders and adversarial networks to deepfakes / Micheal Lanham.

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...

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Bibliographic Details
Main Author:	Lanham, Micheal (Author)
Format:	eBook
Language:	English
Published:	New York : Apress, [2021]
Subjects:	Generative programming (Computer science) Computer graphics. Artificial intelligence. computer graphics. artificial intelligence. Artificial intelligence Computer graphics
Online Access:	Click for online access

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.

Generating a new reality : from autoencoders and adversarial networks to deepfakes / Micheal Lanham.

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