Wildifre

(Preprint) Scrapping The Web For Early Wildfire Detection: A New Annotated Dataset of Images and Videos of Smoke Plumes In-the-wild
(Preprint) Scrapping The Web For Early Wildfire Detection: A New Annotated Dataset of Images and Videos of Smoke Plumes In-the-wild

PyroNear-2024 is a new dataset for smoke plume detection, featuring 150,000 annotations on 50,000 images and videos of 400 wildfires from France, Spain, and the US. This dataset surpasses existing ones in size and diversity, and experiments show it's a challenging but valuable resource for training models, with potential for improved performance when combined with other datasets.

Oct 1, 2024