Ideogram 4 + Claude tool enables pixel-perfect AI poster design
A Star Wars poster built with precise object placement and depth control.
A creative developer has combined Anthropic's Claude with Ideogram 4 to build a prompt engineering tool that gives unprecedented control over AI image generation. The workflow allows users to draw bounding boxes for objects, set their z-index for depth layering, define color palettes, and automatically refine descriptions using a local LLM. The output is a structured JSON prompt that Ideogram 4 interprets to render scenes with precise element placement and lighting.
The tool was showcased with a Star Wars movie poster generation. The prompt includes coordinates for the title text (bbox [636,144,954,857]), a five-color palette for neon highlights, and separate compositional layers for the background nebula and foreground characters. This demonstrates how structured prompting can overcome the randomness of text-to-image models, enabling professional-grade layout control similar to graphic design software.
- Uses bounding box coordinates (e.g., [636,144,954,857]) to precisely position elements like title text in the image
- Z-index values define depth layering, and color palettes (up to 5 colors) control specific object hues
- Claude refines the user's rough layout into an elaborate JSON prompt that Ideogram 4 interprets faithfully
Why It Matters
Brings graphic design precision to AI image generation, empowering creators to compose complex scenes reliably.