Open access
Aug 2026
Research on an Improved YOLOv8-Based Object Detection Algorithm for Flame and Smoke Detection in Factory Environments
Overcoming complex background noise and poor small-target detection in industrial settings, this paper introduces YOLOv8-BBP2, an enhanced YOLOv8 model. To better extract dynamic features, the backbone integrates a BiFormer dual-level routing attention mechanism. Moreover, a learnable Bi-directional Feature Pyramid Net...
Linlin Cao, Xinxin Chen, Sitong Guo et al.
· Applied Sciences · 0 citations