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ComfyDeploy: How Segment Any Bedroom Interior works in ComfyUI?

What is Segment Any Bedroom Interior?

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 to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for Segment Any Bedroom Interior and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

Segment Any Bedroom Interior

Description

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.

Installation

To install and use this project:

  1. Clone the repository into your ComfyUI project directory: 
    git clone https://github.com/your-repository-link
  2. Ensure that you have all the necessary dependencies for ComfyUI and any other relevant tools.

Usage

Once the project is installed, follow these steps to segment bedroom interiors:

  1. Upload an image of a bedroom via the ComfyUI interface.
  2. The node will process the image and generate segmentation masks for every piece of furniture detected in the image.
  3. The output will be a mask indicating the segmented areas of the furniture.

Example

  1. Upload an image of a bedroom.
  2. The system processes and segments the image based on RGB codes.
  3. Output: A mask file with clearly delineated furniture areas.

Input

  • Image: Any image format supported by ComfyUI (JPEG, PNG, etc.)

Output

  • Mask: A segmentation mask indicating each segmented piece of furniture.

Technologies and Tools Used

  • ComfyUI: For user interface integration.
  • Python: For backend processing and segmentation logic.