Wildfire Smoke Computer Vision Project

AI For Mankind

Updated 2 years ago

7.1k

views

2.6k

downloads
Classes (1)

Metrics

Try This Model
Drop an image or
Description

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

Use This Trained Model

Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

Cite This Project

LICENSE
BY-NC-SA 4.0

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 2024-12-22 },
                            }
                        
                    

Similar Projects

See More