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An Explainable AI-Based Modified YOLOv8 Model for Efficient Fire Detection

Early fire detection is the key to saving lives and limiting property damage. Advanced technology can detect fires in high-risk zones with minimal human presence before they escalate beyond control. This study focuses on providing a more advanced model structure based on the YOLOv8 architecture to e...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Md. Waliul Hasan, Shahria Shanto, Jannatun Nayeema, Rashik Rahman, Tanjina Helaly, Ziaur Rahman, Sk. Tanzir Mehedi
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2024-09-01
Schriftenreihe:Mathematics
Schlagworte:
fire detection
modified YOLOv8
deep learning
computer vision
explainable artificial intelligence
EigenCAM
Online-Zugang:https://www.mdpi.com/2227-7390/12/19/3042
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