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Image generation foundations

Level 7: Generative vision

Coming soon

This page is being written. See the full roadmap for the whole syllabus.

What this chapter will cover

  • Generative modeling for images
  • autoencoders and VAEs
  • GANs, DCGAN, and training dynamics
  • StyleGAN ideas
  • evaluation (FID, IS, precision and recall)