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Multi-Classification Using YOLOv11 and Hybrid YOLO11n-MobileNet Models: A Fire Classes Case Study

Fires are classified into five types: A, B, C, D, and F/K, according to the components involved in combustion. Recognizing fire classes is critical, since each kind demands a unique suppression approach. Proper fire classification helps to decrease the risk to both life and property. The fuel type i...

Ausführliche Beschreibung

Gespeichert in:
1. Verfasser: Eman H. Alkhammash
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-01-01
Schriftenreihe:Fire
Schlagworte:
YOLOv11
classification
fire classes
YOLOv8
MobileNet
deep learning
Online-Zugang:https://www.mdpi.com/2571-6255/8/1/17
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