This is a superset of the largest annotated wildfire smoke datasets that I have been able to find. I have collated them here and converted the annotations into the YOLOv5 format to provide a single unified dataset for myself and others to use.
| Link | No. of Images | Annotations by | Images Source | License |
|---|---|---|---|---|
| AiForMankind/wildfire-smoke-dataset | 2191 | AI For Mankind volunteers | HPWREN | CC BY-NC-SA 4.0 |
| open-climate-tech/firecam | 1661 | open-climate-tech | HPWREN | CC BY-NC-SA 4.0 |
Thanks to the original authors for making these datasets open source. Remember to give credit to the author of each dataset that you use and pay attention to the relevant license (listed above).
It would be great to build a larger and more varied dataset, for example from cameras in other parts of the world.
If you have found or created a dataset that you would like to add to this superset, please feel free to open an issue or pull request.