JimmyLv / aws-sage-maker-stable-diffusion-next.js

🎨 AWS Sage Maker Stable Diffusion DEMO for Next.js

🎨 AWS Sage Maker Stable Diffusion DEMO

A simple web app for painting with Stable Diffusion using the AWS SageMaker Inference Endpoint.

Try my online #AutoMV application at BibiGPT.co

This demo app is hosted at https://sd.aitodo.co but without AWS tokens (because it would cost a lot! 🤣)

How it works

🐢🚀 This is a Node.js app! It's powered by:

• AWS Sage Maker, a platform for running machine learning models in the cloud. notebook-stable-diffusion.ipynb
• Stable Diffusion, an open-source text-to-image generation model.
• Next.js server-side API routes for talking to the stable-diffusion-v1-5-endpoint API
• Next.js React components for the painting GUI (or pure HTML version in SampleWebApp)
• Tailwind CSS for styling
• Lucide for Icons

Development

Prerequisites:

1. Recent version of Node.js
2. SageMaker Inference Endpoint
3. AWS Identity and Access Management (IAM)

Set your AWS token in your environment:

AWS_ACCESS_KEY_ID=
AWS_SECRET_ACCESS_KEY=

Then install dependencies and run the server:

npm install
npm run dev

Open http://localhost:3000