ComfyUI Extension: Interior Design for Comfyui

Authored by RodrigoSKohl

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This node is based on MykolaL/StableDesign

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    README

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    ๐Ÿ›‹๏ธ Interior Design for ComfyUI v2.0

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    This project adapts the original pipeline from
    StableDesign: 2nd place solution for the Generative Interior Design 2024 competition
    to work natively and fully inside ComfyUI, leveraging modern custom nodes and a modular architecture.

    Learn more about the original method in this Medium article.


    โœ… Key Features

    • Fully restructured for ComfyUI compatibility
    • Includes 3 custom nodes developed specifically for this repository:
      • "Interior Design Segmentator"
      • "Image Normalize"
      • "Control Items"
    • Uses additional advanced custom nodes:
    • Reimplements only the necessary components from the original pipeline, such as:
    • Supports standard ComfyUI workflows with ControlNet and IP Adapter integration
    • Compatible with other workflows and custom models
    • Inference is significantly faster than the original pipeline (test the workflow and compare).

    ๐Ÿงฑ Pipeline Overview

    • The idea was to use as many nodes from the ComfyUI core as possible. However, for certain tasks, I had to rely on custom nodes or adapt my own nodes to stay as faithful as possible to the original pipeline, or alternatively, use dependencies from other custom node repositories.
    • Uses the same base models as the original StableDesign pipeline
    • Includes custom ControlNet models:
      • controlnet_depth
      • own_controlnet (segmentation)
    • These ControlNets, along with the depth map and segmentation map, are passed into the UNet of the diffusion model
    • Final step includes refinement with latent noise injection and up/down-scaling(because of the size limitation of the original pipeline)

    ๐Ÿ“ Example Workflow

    An example workflow is included in this repository:
    stable-design-for-comfyui.json

    You can load it directly into ComfyUI to test or extend the pipeline.

    Preview


    ๐Ÿ“ฆ Installation & Dependencies

    This node is available on ComfyUI Manager
    You must also install the following custom nodes manually if not yet available:


    ๐Ÿ”ง Upcoming Features

    • Expansion of Control Items: Add support for more semantic regions and control inputs to increase flexibility and detail in generation.
    • Evaluation of CLIP Conditioning: Reassess the combination of positive and negative CLIP embeddings in ControlNet to verify if results match the original pipeline's behavior.
    • Custom IP Adapter Node: Implement a native IP Adapter node to replace the current dependency on ComfyUI_IPAdapter_plus, which is currently unmaintained.

    ๐Ÿงช License & Acknowledgements

    Original pipeline by MykolaL (StableDesign on Hugging Face)
    This adaptation reuses only essential logic, converted to full ComfyUI-compatible workflow format.


    feel free to open issues and PRs