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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Lanham, Micheal (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York : Apress, [2021]
Temas:
Generative programming (Computer science)
Computer graphics.
Artificial intelligence.
Computer Graphics
Artificial Intelligence
Programmation générative.
Infographie.
Intelligence artificielle.
computer graphics.
artificial intelligence.
Artificial intelligence
Computer graphics
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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.

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