Roboflow Universe Brad Dwyer Wildfire Smoke

Wildfire Smoke Computer Vision Project

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Detecting Wildfire Smoke with Computer Vision

This dataset is released by AI for Mankind in collaboration with HPWREN under a Creative Commons by Attribution Non-Commercial Share Alike license. The original dataset (and additional images without bounding boxes) can be found in their GitHub repo.

We have mirrored the dataset here for ease of download in a variety of common computer vision formats.

To learn more about this dataset and its possible applications in fighting wildfires, see this case study of Abhishek Ghosh's wildfire detection model.

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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{
                            wildfire-smoke_dataset,
                            title = { Wildfire Smoke Dataset },
                            type = { Open Source Dataset },
                            author = { AI For Mankind },
                            howpublished = { \url{ https://universe.roboflow.com/brad-dwyer/wildfire-smoke } },
                            url = { https://universe.roboflow.com/brad-dwyer/wildfire-smoke },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { aug },
                            note = { visited on 2024-04-20 },
                            }