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- Title
Flame Image Detection Algorithm Based onComputer Vision.
- Authors
Xiaoqing Sun; Wenhua Cui; Ye Tao; Zhaoyang Wang
- Abstract
Fire is one of the most common disasters for human beings. It is also one of the disasters that cameras can easily catch. In order to detect a series of building fires efficiently, a fire image detection algorithm based on YOLOv4 is proposed in this paper. This algorithm can realize the real-time fire warning by identifying all images in the video. The comparison of different evaluation results found that the YOLOv4 fire image detection algorithm using both optimization algorithms achieved higher AP and recall rates.
- Subjects
OPTIMIZATION algorithms; ALGORITHMS; OBJECT recognition (Computer vision); HUMAN beings; COMPUTER vision
- Publication
IAENG International Journal of Computer Science, 2023, Vol 50, Issue 4, p1142
- ISSN
1819-656X
- Publication type
Article