ROOM SEPARATION INSTANCE Computer Vision Project

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Classes (9)
CCTV
DOOR
DOUBLE DOOR
FOLDING DOOR
LIGHT ROOM
SENSOR
SLIDING DOOR
WINDOW

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Description

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.

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Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            room-separation-instance-8vmdr_dataset,
                            title = { ROOM SEPARATION INSTANCE Dataset },
                            type = { Open Source Dataset },
                            author = { Floorplan Element Detection Project },
                            howpublished = { \url{ https://universe.roboflow.com/floorplan-element-detection-project/room-separation-instance-8vmdr } },
                            url = { https://universe.roboflow.com/floorplan-element-detection-project/room-separation-instance-8vmdr },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { sep },
                            note = { visited on 2024-09-19 },
                            }