Using Stable Diffusion with Python

20

Creating Interactive User Interfaces

In previous chapters, we used only Python code and Jupyter Notebook to achieve various tasks using Stable Diffusion. In some scenarios, we need an interactive user interface not only for easier testing but also for a better user experience.

Imagine we have built an application using Stable Diffusion. How can we publish it to the public or non-technical users to try it out? In this chapter, we are going to use an open sourced interactive UI framework, Gradio [1], to encapsulate diffusers code and provide a web-based UI, using only Python.

This chapter won't delve into every aspect of Gradio usage. Instead, we'll focus on giving you a high-level overview of its fundamental building blocks, all with a specific ...