AI image generator platform

Flask + React · Stable Diffusion XL · Real‑ESRGAN

Class UML diagram of Artify

Sequence diagram of Artify

Design of the home tab

Design of the image generation tab

Design of the gallery tab

Design of the image upscaling tab

Previous Next

Project summary

Artify serves as a web application to support image generation based on Artificial Intelligence(AI). The product adopts several most popular and representative Stable Diffusion 1.5 and Stable Diffusion XL models that are deployed locally on the server client’s GPU and driven via the AUTOMATIC1111/stable-diffusion-webui to create images from user-inputted text prompts and parameters. Furthermore, Artify allows users to use the pre-trained ESRGAN model that is directly deployed locally on the server client’s GPU to upscale their uploaded images. The resulting operations are run at the cost of the user’s credits.

Artify provides a bridge between AI technology and layman users, and offers an interface to profes- sionals like artists, creators, internet celebrities, and general users who are interested in the technology and would like to boost their imagination. This product may make the AI technique more accessible to users who do not have much knowledge of engineering, AI, and programming.