room_seperation Object Detection Dataset and Pre-Trained Model by maskrcnn

Images

1166 images

Explore Dataset

Here are a few use cases for this project:

Real Estate Applications: Room_seperation can be used in real estate websites and applications to automatically classify and tag rooms in property images, making it easier for potential buyers or renters to filter and search for homes based on their preferred room types and layouts.
Interior Design and Home Renovation: The model can assist interior designers and homeowners in visualizing and planning room layouts by identifying room classes and suggesting appropriate design ideas, furniture arrangements, and partition ideas for different room types.
Smart Home Automation: Room_seperation can be integrated into smart home systems to support personalized automation profiles and improve energy efficiency. By identifying room types, the system can adjust lighting, temperature, and other environmental factors based on occupancy and usage patterns.
Virtual Reality and Gaming: In virtual reality and video game environments, room_seperation can be used to enhance the realism and immersion by generating accurate, interactive representations of real-world spaces based on input floor plans, allowing users to virtually explore and interact with various room types.
Emergency Response and Evacuation Planning: Room_seperation can be utilized by emergency response teams to better understand and navigate building layouts, as well as develop effective evacuation plans. By quickly identifying room classes, responders can more efficiently locate and assist individuals during emergency situations.

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_seperation_dataset,
                            title = { room_seperation Dataset },
                            type = { Open Source Dataset },
                            author = { maskrcnn },
                            howpublished = { \url{ https://universe.roboflow.com/maskrcnn/room_seperation } },
                            url = { https://universe.roboflow.com/maskrcnn/room_seperation },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-04-26 },
                            }