Generative AI

Create images, video, audio, 3D, and more.

Цена: 7 346 ₽

Длительность: 14 ч

Автор: John Jackson

Программа курса

  1. Generative Models — Taxonomy & History
  2. Autoencoders & Variational Autoencoders (VAE)
  3. GANs — Generator vs Discriminator
  4. Conditional GANs & Pix2Pix
  5. StyleGAN
  6. Diffusion Models — DDPM from Scratch
  7. Latent Diffusion & Stable Diffusion
  8. ControlNet, LoRA & Conditioning
  9. Inpainting, Outpainting & Image Editing
  10. Video Generation
  11. Audio Generation
  12. 3D Generation
  13. Flow Matching & Rectified Flows
  14. Evaluation — FID, CLIP Score, Human Preference
  15. Visual Autoregressive Modeling (VAR): Next-Scale Prediction
  16. Итоговое задание