Zheng, Yangyang, et al. “Innovative YOLOv5s-Based Algorithm for Real-Time Tunnel Fire Detection”. International Journal of Computer Science and Information Technology, vol. 3, no. 2, July 2024, pp. 50-62, https://doi.org/10.62051/ijcsit.v3n2.07.