Early Fire and Smoke Detection Using Deep Learning: A Comprehensive Review of Models, Datasets, and Challenges.

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Bibliographic Details
Title: Early Fire and Smoke Detection Using Deep Learning: A Comprehensive Review of Models, Datasets, and Challenges.
Authors: Elhanashi, Abdussalam1, abdussalam.elhanashi@ing.unipi.it, Essahraui, Siham2, Dini, Pierpaolo1, Saponara, Sergio1,2
Source: Applied Sciences (2076-3417); Sep2025, Vol. 15 Issue 18, p10255, 31p
Database: Applied Science & Technology Source
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