Bâtiment intelligent - Bounding boxes Object Detection Dataset and Pre-Trained Model by B27AI

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Explore Dataset

Here are a few use cases for this project:

Fire Safety Analysis: Computer vision allows for real-time analysis in emergency scenarios, such as identifying fire equipment (Equipement Incendie, Commande Incendie) to guide firefighters in critical moments during a building fire.
Building Evacuation Planning: By identifying the locations of elevators (Ascenseur), fire equipment and safety barriers (Garde Corps), the model can aid in creating efficient evacuation plans for different types of buildings.
HVAC Maintenance and Monitoring: The model can be utilized by facility management teams to detect and monitor HVAC units (Centrale Climatisation, Centrale Ventilation, Cassette Climatisation, Radiateur, Valve, Commande Climatisation) in a building for regular maintenance activities or detecting malfunctions early on.
Security Surveillance: By recognizing cameras within the dataset, this model could enhance security surveillance systems by identifying blind spots or suggesting efficient placement for cameras in a building layout.
Building Inspection and Compliance: Regulatory authorities can use the model to ensure compliance with fire safety regulations (Sprinkler, Incendie) and building codes, ensuring necessary equipment is present and properly positioned.

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{
                            batiment-intelligent---bounding-boxes_dataset,
                            title = { Bâtiment intelligent - Bounding boxes Dataset },
                            type = { Open Source Dataset },
                            author = { B27AI },
                            howpublished = { \url{ https://universe.roboflow.com/b27ai/batiment-intelligent---bounding-boxes } },
                            url = { https://universe.roboflow.com/b27ai/batiment-intelligent---bounding-boxes },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jul },
                            note = { visited on 2024-04-28 },
                            }