Synthetic Data Generation with Diffusion Models

A hands-on laboratory course on generating synthetic image data with diffusion models — from DDPM/DDIM foundations and Stable Diffusion to conditional generation, inpainting, and dataset quality evaluation.

Grading

Component Weight
Final project 50%
In-class assignments 30%
Final test 20%