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Deep Learning-Based Multistage Fire Detection System and Emerging Direction

Fires constitute a significant risk to public safety and property, making early and accurate detection essential for an effective response and damage mitigation. Traditional fire detection methods have limitations in terms of accuracy and adaptability, particularly in complex environments in which v...

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Principais autores: Tofayet Sultan, Mohammad Sayem Chowdhury, Mejdl Safran, M. F. Mridha, Nilanjan Dey
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-11-01
Serier:Fire
Fag:
fire detection
deep learning
computer vision
convolutional neural network
explainable AI
Online adgang:https://www.mdpi.com/2571-6255/7/12/451
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