ComfyUI generation
Exploring visual production with AI. Custom workflows in ComfyUI transform ideas, references and sketches into high-quality images.
Project overview
ComfyUI workflow designed for architectural concept generation and controlled visual iteration.
  • Project goals
    Generate architectural concepts and refine them through controlled AI iterations using reference images and prompt guidance.
  • Role
    Design and implementation of a modular ComfyUI workflow including prompt control, reference conditioning and iterative refinement.
  • Innovative aspects
    Modular ComfyUI pipeline combining Stable Diffusion, ControlNet and inpainting for controlled architectural concept generation.
Unveiling the workflow stages
Modular ComfyUI pipeline integrating Stable Diffusion, ControlNet and inpainting for controlled architectural concept generation and refinement.

Concept & References

Define the architectural concept, gather visual references and prepare prompts for generation.
AI Generation
Generate initial architectural concepts using Stable Diffusion within a custom ComfyUI workflow..
Inpainting
Refine composition and details using masked inpainting and reference guidance.
Final polish
Enhance resolution and image quality using high-resolution upscaling and final adjustments.
Explore the final gallery
Selected results from the AI generation workflow.
Made on
Tilda