This Guidance helps you implement a scalable and low-cost Stable Diffusion (SD) web user interface (UI) inference architecture on AWS. SD is a popular open source project for generating images using generative AI. This Guidance shows how to use serverless and container services to build and deploy an end-to-end, low-cost, and asynchronous image generation architecture.