Diffusion Drawing

22 Jan 2025 in Works on Python, Diffusion model, Stable diffusion, Webui-forge, Docker, Aws, Pyqt

A Python drawing app with Stable Diffusion Webui Forge using Docker and a web server like an AWS instance

Development log

This is a log of coding work I did while working at a startup.

The CTO provided me with some references and requested that I create a python app and a server-side image generation method.

I chose Docker, AWS instance service, and Stable Diffusion WebUI-forge to fulfill the request.

This python app itself includes basic drawing functionality, prompt inputs, and options like module, model, and hyperparameter adjustments, but it does not have an image generation feature. It can only send generation requests to the server and receive the results.

For server-side configurations like Docker settings, refer to the instructions directory on the Github page.

figure1: Usage example

figure2: The example with terminals

figure3: Another example

figure4: The example with terminals

Source code: https://github.com/disin7c9/DiffusionDrawing