Real-Time Forest Fire Detection with Lightweight CNN Using Hierarchical Multi-Task Knowledge Distillation

Forest fires pose a significant threat to ecosystems, property, and human life, making their early and accurate detection crucial for effective intervention. This study presents a novel, lightweight approach to real-time forest fire detection that is optimized for resource-constrained devices like d...

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Bibliographic Details
Main Authors: Ismail El-Madafri, Marta Peña, Noelia Olmedo-Torre
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Fire
Subjects:
Online Access:https://www.mdpi.com/2571-6255/7/11/392
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