基于YOLOv7的火灾烟雾检测分析
Analysis of Fire Smoke Detection Based on YOLOv7
孟庆文 1吴润鑫 2张志飞2
作者信息
- 1. 济宁市消防救援支队,山东 272000
- 2. 盐城工学院信息工程学院,江苏 224051
- 折叠
摘要
阐述基于YOLOv7系列的火灾烟雾检测模型.对采集的数据集分别利用YOLOv7,YOLOv7-tiny进行模型训练,同时结合PyQt技术创建检测系统.实验结果表明该模型的有效性.
Abstract
This paper expounds a fire smoke detection model based on the YOLOv7 series.Train the collected dataset using YOLOv7 and YOLOv7 tiny models,and create a detection system using PyQt technology.The experimental results indicate the effectiveness of the model.
关键词
智能控制/火灾检测/YOLOv7/PyQtKey words
intelligent control/fire detection/YOLOv7/PyQt引用本文复制引用
出版年
2024
NETL
NSTL
万方数据