Classification in Early Fire Detection Using Multi-Sensor Nodes—A Transfer Learning Approach

Effective early fire detection is crucial for preventing damage to people and buildings, especially in fire-prone historic structures. However, due to the infrequent occurrence of fire events throughout a building’s lifespan, real-world data for training models are often sparse. In this study, we ap...

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Bibliographic Details
Main Authors: Pascal Vorwerk, Jörg Kelleter, Steffen Müller, Ulrich Krause
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/5/1428