Each parameter of the model controls a specific aspect of the furniture staging process. Here's a breakdown:

• prompt:
  This describes the scene or subject you want to stage. Write a detailed description of how the staged furniture or design should look.

• main_image:
  The primary image of the room or space where the furniture will be staged. Ensure the URL is accessible and points to a clear, high-quality image.

• overlay_image:
  The secondary image containing the furniture or staging items to overlay on the main image. Provide the URL of the furniture/staging image.

• main_image_mask:
  A mask for the main image. This defines areas to focus on for staging (e.g., walls, floors). If not provided, staging might be applied globally.

• overlay_image_mask (optional):

  • If the furniture in the overlay image has a white background, the model will automatically create a mask for it.
  • If the overlay image is a lifestyle image or contains more than one furniture item, you should provide a custom mask.

• steps:
  This determines the number of processing steps. Higher values lead to better quality but take longer.

• seed:
  Sets a random seed for reproducibility. Change this if you want different variations of the same setup.

• guidance:
  Controls how strictly the output adheres to the prompt. Higher values ensure the output matches your prompt but can reduce creativity.

• image_format:
  Specifies the format of the output image. Options are usually png, jpeg, etc. Choose png for lossless quality.

• image_quality:
  Sets the quality of the output image. Higher values produce better quality but larger file sizes.

Prepare Your Inputs

Make sure all inputs are ready:

• Images:

  • Upload the main_image and overlay_image to a cloud service or use an accessible URL.
  • If masks are needed, ensure they match the size and format of their respective images.

• Prompt:

  • Be specific about the furniture type, arrangement, and style (e.g., "Place a modern gray sofa").