The invention belongs to the technical field of quay crane sling safety operation, and provides a quay crane sling safety operation intelligent monitoring and alarming system based on AI video recognition, which comprises a video data acquisition module used for acquiring initial quay crane sling operation site video data; the intelligent monitoring model construction module is used for training a YOLO8 network model based on the preprocessed quay crane sling operation site video data to obtain a quay crane sling safety operation intelligent monitoring model; and the monitoring alarm module is used for intelligently monitoring and detecting the real-time field video of the safe operation of the quay crane lifting appliance according to the intelligent monitoring model of the safe operation of the quay crane lifting appliance in combination with a set three-dimensional detection model, and generating an alarm prompt if monitoring and detection are abnormal. According to the invention, intelligent monitoring and detection are carried out by using the quay crane sling safety operation intelligent monitoring model and the three-dimensional detection model, so that the safety of the sling and a sling worker on an operation site can be ensured, and the intelligent level of operation safety monitoring is improved.
本发明属于岸桥吊具安全作业技术领域,提供基于AI视频识别的岸桥吊具安全作业智能监测报警系统,包括:视频数据获取模块,用于获取初始岸桥吊具作业现场视频数据;智能监测模型构建模块,用于基于预处理后的岸桥吊具作业现场视频数据,对YOLO8网络模型进行训练,得到岸桥吊具安全作业智能监测模型;监测报警模块,用于根据岸桥吊具安全作业智能监测模型,结合设定的三维检测模型,对岸桥吊具安全作业的实时现场视频进行智能监测和检测,若监测和检测出现异常,则生成报警提示。本发明利用岸桥吊具安全作业智能监测模型和三维检测模型,进行智能监测和检测,可保证吊具和吊具工作人员作业现场的安全,并提高作业安全监测的智能化水平。
Intelligent monitoring and alarming system for safe operation of quay crane lifting appliance based on AI (Artificial Intelligence) video identification
基于AI视频识别的岸桥吊具安全作业智能监测报警系统
2024-09-10
Patent
Electronic Resource
Chinese
IPC: | B66C Krane , CRANES |
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