ROOM SEPARATION INSTANCE Instance Segmentation Dataset and Pre-Trained Model by prop

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Explore Dataset

Here are a few use cases for this project:

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.
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.
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.
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.
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.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite this Project

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 2023-12-11 },
}