Introduction to Image Generation

This course will introduce diffusion models, a class of machine learning models that have recently demonstrated promise in the field of image generation. The models that are based on diffusion draw inspiration from the field of physics, particularly thermodynamics. In the past couple of years, models for diffusion have become well-known in research as well as industry. The diffusion models are the basis of many advanced imaging models and tools that are available on Google Cloud. This course will introduce you to the theories of diffusion models, and how to build and implement models using Vertex AI.