readme: ---
  license: creativeml-openrail-m
  tags:
  - pytorch
  - diffusers
  - stable-diffusion
  - depth-to-image
  - diffusion-models-class
  ---
  
  # DreamBooth model for the lvngrooms concept trained by lakssrini on the custom real estate listings dataset.
  
  This is a Stable Diffusion inpainting model fine-tuned on the lvngrooms concept with DreamBooth. It can be used by modifying the `instance_prompt`: **a photo of lvngrooms room**
  
  ## Description
  
  
  This is a Stable Diffusion depth 2 image model fine-tuned on `room` images.
  
  
  ## Usage
  
  ```python
  from diffusers import StableDiffusionDepth2ImgPipeline
  
  pipeline = StableDiffusionPipeline.from_pretrained('lakssrini/dpt-lvngrooms')
  init_image = Image.open("XXX")
  image = pipeline(
    prompt=prompt.strip(),
    image=init_image,
    negative_prompt="Oversaturated, blurry, low quality",
    guidance_scale=guidance_scale, 
    height=480, 
    width=640
  ).images[0]
  image
  ```
  