The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs)

Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Liming Zheng, Peter Fulé, Erik Blasch

Wildfires are one of the deadliest and dangerous natural disasters in the world. Wildfires burn millions of forests and they put many lives of humans and animals in danger. Predicting fire behavior can help firefighters to have better fire management and scheduling for future incidents and also it reduces the life risks for the firefighters. Recent advance in aerial images shows that they can be beneficial in wildfire studies.

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10.21227/qad6-r683

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1) Raw video from Zenmuse X4S cameras
2) Raw video from Zenmuse X4S cameras for one specific pile
3) Raw video from FLIR Vue pro R, thermal camera, WhiteHot
4) Raw video from FLIR Vue pro R, thermal camera, GreenHot
5) Raw video from FLIR Vue pro R, thermal camera, Fusion
6) Raw video from Phantom drone's camera
7) Training_Validation images for Fire_vs_NoFire image classification
8) Test images for Fire_vs_NoFire image classification
9) Images for fire segmentation (Train/Val/Test)
10) Masks annotation for fire segmentation (Train/Val/Test)

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[1] Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Liming Zheng, Peter Fulé, Erik Blasch, "The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs)", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/qad6-r683. Accessed: Mar. 24, 2025.

@data{qad6-r683-20,
doi = {10.21227/qad6-r683},
url = {http://dx.doi.org/10.21227/qad6-r683},
author = {Alireza Shamsoshoara; Fatemeh Afghah; Abolfazl Razi; Liming Zheng; Peter Fulé; Erik Blasch },
publisher = {IEEE Dataport},
title = {The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs)},
year = {2020} }

TY - DATA
T1 - The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs)
AU - Alireza Shamsoshoara; Fatemeh Afghah; Abolfazl Razi; Liming Zheng; Peter Fulé; Erik Blasch
PY - 2020
PB - IEEE Dataport
UR - 10.21227/qad6-r683
ER -

Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Liming Zheng, Peter Fulé, Erik Blasch. (2020). The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs). IEEE Dataport. http://dx.doi.org/10.21227/qad6-r683

Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Liming Zheng, Peter Fulé, Erik Blasch, 2020. The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs). Available at: http://dx.doi.org/10.21227/qad6-r683.

Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Liming Zheng, Peter Fulé, Erik Blasch. (2020). "The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs)." Web.

1. Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Liming Zheng, Peter Fulé, Erik Blasch. The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs) [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/qad6-r683

Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Liming Zheng, Peter Fulé, Erik Blasch. "The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs)." doi: 10.21227/qad6-r683

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