Build a Text-to-Image Generator Web App: Flask and Streamlit

Summary

This article uses Hugging Face DiffusionPipeline to generate images from several popular pre-trained checkpoints, specifically without a GPU. Subsequently, it demonstrates how to make a front-end web app, using both Flask and Streamlit, for users to type a text prompt and then download the generated image.

Target Audience

• Data scientists who want to learn the difference between Flask and Streamlit.
• Python developers who want to make web applications that support text input and image file output.

Outline

1. Run StableDiffusion …

flask generative-art hugging face stable diffusion streamlit