Forest Wildfire Detection from Images Captured by Drones Using Window Transformer without Shift
Wei Yuan,
Lei Qiao,
Liu Tang
Abstract:Cameras, especially those carried by drones, are the main tools used to detect wildfires in forests because cameras have much longer detection ranges than smoke sensors. Currently, deep learning is main method used for fire detection in images, and Transformer is the best algorithm. Swin Transformer restricts the computation to a fixed-size window, which reduces the amount of computation to a certain extent, but to allow pixel communication between windows, it adopts a shift window approach. Therefore, Swin Tr… Show more
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