Brad Dwyer

Wildfire Smoke

Object Detection


Wildfire Smoke Computer Vision Project

Drop an image or


737 images
Explore Dataset

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.

About Roboflow

Roboflow makes managing, preprocessing, augmenting, and versioning datasets for computer vision seamless.

Developers reduce 50% of their boilerplate code when using Roboflow's workflow, save training time, and increase model reproducibility. :fa-spacer:

Roboflow Wordmark

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:

                            title = { Wildfire Smoke Dataset },
                            type = { Open Source Dataset },
                            author = { AI For Mankind },
                            howpublished = { \url{ } },
                            url = { },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { aug },
                            note = { visited on 2024-04-18 },

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Wildfire Smoke project in your project.


Brad Dwyer

Last Updated

2 years ago

Project Type

Object Detection



Views: 6126

Views in previous 30 days: 160

Downloads: 2187

Downloads in previous 30 days: 91


BY-NC-SA 4.0