Segment Any Bedroom Interior

By NguynHungNguyenView on GitHub →

Segment Any Bedroom Interior is a Python-based project designed to segment furniture and objects within a bedroom image. The segmentation process uses RGB codes to accurately differentiate between various pieces of furniture, providing a precise mask output for each segmented object. This project is integrated with ComfyUI to allow easy and intuitive usage.

How much VRAM does Segment Any Bedroom Interior require?

Direct Answer: The ComfyUI node Segment Any Bedroom Interior requires a minimum base VRAM of 128MB and is optimized for GPUs with at least 4GB of VRAM. Low VRAM mode is fully supported for resource-constrained setups.

High (2-4GB)
Base VRAM:
128MB (0.1GB)
Recommended GPU:
4GB+ VRAM
Low VRAM Mode:
✓ Supported
Estimation Confidence:
MEDIUM

Interactive VRAM Compatibility Estimator

Estimated Total VRAM: 3.00 GBTarget: 8 GB
✅ Comfortable Fit

Your GPU has plenty of headroom. You can run this node safely with your active configurations!

Deploy on High-Performance GPUs

Need more VRAM to run ComfyUI with this node? Rent low-cost, high-performance GPUs on Vast.ai instantly.

🚀 Deploy on Vast.ai

Deploy on Cloud GPUs

Need more VRAM to run ComfyUI with this node? Rent low-cost, high-performance cloud GPUs on RunPod instantly.

🚀 Deploy on RunPod

What Python packages are required for Segment Any Bedroom Interior?

Direct Answer: Running Segment Any Bedroom Interior requires installing the following Python package dependencies: colour-science, numba, pixeloe, rembg, transparent-background. Ensure your ComfyUI environment has these packages active before launching.

requirements.txt
colour-science
numba
pixeloe
rembg
transparent-background

Interactive Setup & Dependency Resolver

Operating System:
Environment Type:
Run this terminal command in your ComfyUI root folder:
# Loading command...

Related Custom Nodes

The following custom nodes run in the same PyTorch / CUDA environment and share similar categories or workflows:

Animated Mask Editor
by bisam204.0GB VRAM
Blender-IO
by AIGODLIKE128MB VRAM
CSV Wildcard Node for ComfyUI
by illuminatianon256MB VRAM
Camera Movement to Prompt
by lil0k256MB VRAM

Frequently Asked Questions

How much VRAM does Segment Any Bedroom Interior require?

Segment Any Bedroom Interior requires a minimum of 128MB (0.1GB) of VRAM for base operation. For optimal performance, a GPU with at least 4GB of VRAM is recommended. This node supports low VRAM mode for resource-constrained setups.

Can I run Segment Any Bedroom Interior on an RTX 3060, RTX 4070, or RTX 4090?

✅ RTX 3060 (12GB): Yes, fully compatible with 10.7GB headroom. ✅ RTX 4070 (12GB): Yes, fully compatible with 10.7GB headroom. ✅ RTX 4070 Ti (16GB): Yes, fully compatible with 14.3GB headroom. ✅ RTX 4090 (24GB): Yes, fully compatible with 21.5GB headroom

What Python packages are required for Segment Any Bedroom Interior?

To run Segment Any Bedroom Interior, you need to install: colour-science, numba, pixeloe, rembg, transparent-background. You can install these using pip or add them to your requirements.txt file.

How can I reduce VRAM usage when running Segment Any Bedroom Interior?

Segment Any Bedroom Interior supports low VRAM mode. To reduce memory usage: (1) Enable --lowvram or --medvram flags in ComfyUI, (2) Reduce batch size to 1, (3) Use fp16 or fp8 precision if supported, (4) Close other GPU applications.

How do I install Segment Any Bedroom Interior in ComfyUI?

To install Segment Any Bedroom Interior: (1) Navigate to your ComfyUI/custom_nodes directory, (2) Clone the repository: git clone https://github.com/NguynHungNguyen/Segment-Bedroom-Interior, (3) Install dependencies: pip install -r requirements.txt (if present), (4) Restart ComfyUI. Alternatively, use ComfyUI Manager for one-click installation.