Universe

ROOM SEPARATION INSTANCE Computer Vision Model

bypropTask:
Instance Segmentation
License:CC BY 4.02.33k views83 downloads

How to use the ROOM SEPARATION INSTANCE Segmentation API

Try This Model

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Code Snippets

from inference_sdk import InferenceHTTPClient

CLIENT = InferenceHTTPClient(
    api_url="https://serverless.roboflow.com",
    api_key="API_KEY"
)

result = CLIENT.infer("YOUR_IMAGE.jpg", model_id="room-separation-instance/2")
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Code
pip install inference-sdk
# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "DOOR, WINDOW, DOUBLE DOOR, FOLDING DOOR, ROOM"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

Drop an image here or click to upload

Detecting classes:
Or try a test image 
See all 1.6k imagesROOM SEPARATION INSTANCE ROOM sample showing DOOR, ROOM, WINDOWROOM SEPARATION INSTANCE ROOM sample showing DOOR, DOUBLE DOOR, ROOM, WINDOWROOM SEPARATION INSTANCE ROOM sampleROOM SEPARATION INSTANCE ROOM sample showing DOOR, DOUBLE DOOR, ROOM, WINDOWROOM SEPARATION INSTANCE ROOM sample showing DOOR, ROOM, WINDOWROOM SEPARATION INSTANCE ROOM sampleROOM SEPARATION INSTANCE ROOM sampleROOM SEPARATION INSTANCE ROOM sampleROOM SEPARATION INSTANCE ROOM sample showing DOOR, ROOM, WINDOWROOM SEPARATION INSTANCE ROOM sample showing DOOR, ROOM, WINDOWROOM SEPARATION INSTANCE ROOM sample showing DOOR, ROOM, WINDOWROOM SEPARATION INSTANCE ROOM sample showing DOOR, ROOM, WINDOW

About ROOM SEPARATION INSTANCE Model

Here are a few use cases for this project:

  1. Real Estate Planning and Analysis: This model can be used to analyze blueprints or floor plans by real estate developers and architects. It could recognize various elements of a home, facilitating the creation of more effective property layouts and understanding how space is distributed.

  2. Augmented Reality (AR) Applications: In interior design AR apps, the model can identify different rooms and door types, allowing users to virtually place furniture or decor and visualize renovations.

  3. Accessibility Assessment: Using a floor plan, the model can identify potential barriers or accessibility challenges, like narrow doorways or non-sliding doors, to aid in creating spaces more accommodating for individuals with mobility issues.

  4. Home Security Systems: Security companies can utilize this model to better understand the layout of a home. It can help in optimally placing security cameras or designing evacuation plans.

  5. Navigation Robot Assistance: Cleaning or service robots can use this model to navigate and differentiate various rooms and door styles in a house for better functionality.

Cite This Project

LicenseCC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ room-separation-instance_dataset,
  title = { ROOM SEPARATION INSTANCE Dataset },
  type = { Open Source Dataset },
  author = { prop },
  howpublished = { \url{ https://universe.roboflow.com/prop/room-separation-instance } },
  url = { https://universe.roboflow.com/prop/room-separation-instance },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2023 },
  month = { aug },
  note = { visited on 2026-07-29 },
}

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