march038 / create-images-with-stable-diffusion-from-aws-bedrock Goto Github PK

Hi!

This project demonstrates how to create images using the Stable Diffusion base model for image generation from AWS Bedrock with the boto3 SDK inside a Jupyter Notebook.

The following libraries are required for the project:

• base64 (for decoding and encoding images as the API returns a base64 encoded image)
• os and dotenv (to utilize environment variables for concealing private AWS access information)
• random (to generate random numbers for the seed, producing a different image each time the API is called)
• boto3 (AWS SDK for Python)
• json (for API-requests)
• io, PIL (Pillow) and IPython do display the generated image inside the Windows Photo Viewer as well as in the Notebook

The code is explained through comments inside the notebook :)