Prompting for precision with Stability AI Image Services in Amazon Bedrock

Amazon Bedrock now offers Stability AI Image Services: 9 tools that improve how businesses create and modify images. The technology extends Stable Diffusion and Stable Image models to give you precise control over image creation and editing. Clear prompts are critical—they provide art direction to the AI system. Strong prompts control specific elements like tone, texture, lighting, and composition to create the desired visual outcomes. This capability serves professional needs across product photography, concept, and marketing campaigns.

In this post, we expand on the post Understanding prompt engineering: Unlock the creative potential of Stability AI models on AWS. We show how to effectively use advanced prompting techniques to maximize image generation quality and precision for enterprise application using Stability AI Image Services in Amazon Bedrock.

Solution overview

Stability AI Image Services are available as APIs in Amazon Bedrock, featuring capabilities such as, in-painting, style transfer, recoloring, background removal, object ...