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.