🛋️ Interior Design for ComfyUI v2.0
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.
✅ 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:
Depth Anything V2
ComfyUI_IPAdapter_plus
Reimplements only the necessary components from the original pipeline, such as:
Semantic segmenter using openmmlab/upernet-convnext-small
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).
🧱 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)
📁 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.
📦 Installation & Dependencies
This node is available on ComfyUI Manager
You must also install the following custom nodes manually if not yet available:
Depth Anything V2
ComfyUI_IPAdapter_plus *(note: unmaintained)*
ComfyMath
🔧 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.
🧪 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
