Phase 08
Generative AI
Create images, video, audio, 3D, and more.
Lessons (15)
- 01Generative Models — Taxonomy & History
- 02Autoencoders & Variational Autoencoders (VAE)
- 03GANs — Generator vs Discriminator
- 04Conditional GANs & Pix2Pix
- 05StyleGAN
- 06Diffusion Models — DDPM from Scratch
- 07Latent Diffusion & Stable Diffusion
- 08ControlNet, LoRA & Conditioning
- 09Inpainting, Outpainting & Image Editing
- 10Video Generation
- 11Audio Generation
- 123D Generation
- 13Flow Matching & Rectified Flows
- 14Evaluation — FID, CLIP Score, Human Preference
- 19Visual Autoregressive Modeling (VAR): Next-Scale Prediction