Fire-Detection-Polygon Object Detection Dataset and Pre-Trained Model by fire detection polygon

Images

3010 images

Explore Dataset

Here are a few use cases for this project:

Disaster Management: The model could be used by disaster management agencies to detect and monitor forest fires or wildfires. In conjunction with satellite imagery data, the model could help provide real-time assessments of the fire situation.
Smart City Infrastructure: The model could be implemented in smart city infrastructure to detect fires on roads or in buildings, subsequently triggering alarms and notifying relevant authorities to take immediate action.
Fire Fighting Drones: The model could be used in fire-detecting drones designed for firefighting. The drones could identify the exact location and scope of the fire, helping firefighting teams strategize their approach effectively.
Insurance Claims Processing: Insurance companies may use this model in their claim investigation of fire incidents. By identifying fire classes and the area impacted, it can contribute to speeding up the claim processing.
Home Security Systems: The model can be integrated into home security systems to provide an advanced level of protection. It could alert house owners of a probable fire outbreak in or around their property.

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{
                            fire-detection-polygon_dataset,
                            title = { Fire-Detection-Polygon Dataset },
                            type = { Open Source Dataset },
                            author = { fire detection polygon },
                            howpublished = { \url{ https://universe.roboflow.com/fire-detection-polygon/fire-detection-polygon } },
                            url = { https://universe.roboflow.com/fire-detection-polygon/fire-detection-polygon },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { oct },
                            note = { visited on 2024-05-18 },
                            }