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...
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Format: | eBook |
Language: | English |
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New York
Apress
2021
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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