An improved YOLOv3-tiny method for fire detection in the construction industry Jichao Li, Shengyu Guo, Liulin Kong, Siqi Tan and Yican Yuan E3S Web Conf., 253 (2021) 03069 Published online: 06 May 2021 DOI: 10.1051/e3sconf/202125303069