A Deep Learning Based Object Identification System for Forest Fire Detection

A Deep Learning Based Object Identification System for Forest Fire Detection

Forest fires are still a large concern in several countries due to the social, environmental and economic damages caused. This paper aims to show the design and validation of a proposed system for the classification of smoke columns with object detection and a deep learning-based approach. This appr...

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Bibliographic Details
Main Authors: Federico Guede-Fernández, Leonardo Martins, Rui Valente de Almeida, Hugo Gamboa, Pedro Vieira
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Fire
Subjects:
smoke detection
fire detection
wildfires
deep learning
Online Access:https://www.mdpi.com/2571-6255/4/4/75

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