3D2I: Create Stunning AI-generated Images and Product Concepts from 3D Models on AWS with Amazon Bedrock

Learn to quickly create AI-generated product concepts from 3D models using TurboSquid, Blender, Amazon Bedrock, and the Amazon Titan Image Generator foundation model.

Gary A. Stafford
7 min readJun 29, 2024

In this post, we will learn how to turn 3D models from TurboSquid into AI-generated images and product concepts using a combination of Blender, Amazon Bedrock, and the Amazon Titan Image Generator foundation model.

3D model rendering from Blender (left) and AI-generated image from Titan Image Generator (right)
3D model rendering from Blender (left) and AI-generated image from Titan Image Generator (right)

Most current image generation foundation models support text-to-image (T2I) and image-to-image (I2I), also called image variations. However, creating just the right image with Generative AI, even with a combination of finely crafted text prompts and existing images, is still tricky. The reference images you start with often don’t have the proper layout, lighting, camera angle, or overall composition. To increase our success rate at generating better images, we can turn to 3D2I — using 3D models and high-quality 3D renderings as the basis for our image-to-image generation.

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Gary A. Stafford
Gary A. Stafford

Written by Gary A. Stafford

Area Principal Solutions Architect @ AWS | 10x AWS Certified Pro | Polyglot Developer | DataOps | GenAI | Technology consultant, writer, and speaker

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