This repository is associated to the paper: "Gragnaniello, D., Greco, A., Sansone, C., & Vento, B. (2024). Fire and smoke detection from videos: A literature review under a novel taxonomy. Expert Systems with Applications, 124783." The paper is available at: https://www.sciencedirect.com/science/article/pii/S0957417424016506. Please cite the paper if you use the datsset annotations.