Module 24: GANs from Scratch
- Generator vs Discriminator
- DCGAN
- WGAN & WGAN-GP
- GAN training tricks
- Image generation project
Module 25: Autoencoders & VAEs
- Classic autoencoders
- Variational autoencoders
- Dimensionality reduction & reconstruction applications
Module 26: Stable Diffusion & Image Generation
- How diffusion models work
- Stable Diffusion architecture
- Image-to-image, inpainting, outpainting
- ControlNet
- DreamBooth personalization
- Deploying diffusion models on cloud
