Generating and Transforming Images Using Amazon Bedrock

By now, we have explored several LLMs capable of generating textual responses. This chapter explores generating images using select FMs that are available on Amazon Bedrock. We will start with an overview of image generation, wherein we will examine model architectures such as GANs and variational autoencoders (VAEs) Then, we will cover some real-world applications of image generation and multimodal models available within Amazon Bedrock. Furthermore, we will dive deeper into several multimodal design patterns, as well as some ethical considerations and safeguards that are available with Amazon Bedrock.

By the end of this chapter, you will have gained an understanding of implementing image generation and its design patterns with Amazon Bedrock for real-world use cases.

Here are the key topics that will be covered in this chapter:

• Image generation overview
• Multimodal models
• Multimodal design patterns
• Ethical...