The invention relates to a carriage tail board safety monitoring method, system and device and a medium, and belongs to the technical field of logistics equipment safety, and the safety monitoring method comprises the steps: obtaining real-time image data and surrounding environment data of an operation area of a carriage tail board; performing data preprocessing on the real-time image data based on the surrounding environment data; performing target detection on the preprocessed real-time image data, identifying a target object in an operation area of the tail board, and performing target frame labeling; feature extraction is carried out based on the real-time image data after target frame labeling, and a key feature vector of the target object is obtained; based on a deep learning algorithm, inputting the key feature vector of the target object into a pre-trained behavior analysis model to obtain a behavior analysis result; and outputting a tail board control signal according to the behavior analysis result so as to control the opening or locking of a tail board driving mechanism. The operation risk in the cargo loading and unloading process can be effectively reduced, and the stability and efficiency of logistics operation are improved.
本申请涉及一种车厢尾板安全监控方法、系统、设备及介质,属于物流设备安全技术领域,安全监控方法包括:获取车厢尾板的操作区域的实时图像数据和周围环境数据;基于周围环境数据,对实时图像数据进行数据预处理;对预处理后的实时图像数据进行目标检测,识别尾板的操作区域内的目标对象并进行目标框标注;基于目标框标注后的实时图像数据进行特征提取,得到目标对象的关键特征向量;基于深度学习算法,将目标对象的关键特征向量输入至预先训练的行为分析模型中,得到行为分析结果;根据行为分析结果输出尾板控制信号,以控制尾板驱动机构的开启或锁定。本申请能够有效减少货物装卸过程中的作业风险,提高物流作业的稳定性和效率。
Carriage tailboard safety monitoring method, system, equipment and medium
一种车厢尾板安全监控方法、系统、设备及介质
2024-11-15
Patent
Electronic Resource
Chinese
IPC: | G06V / B60P Fahrzeuge zum Transport von Lasten oder zum Befördern, Tragen oder Aufnehmen besonderer Lasten oder Gegenstände , VEHICLES ADAPTED FOR LOAD TRANSPORTATION OR TO TRANSPORT, TO CARRY, OR TO COMPRISE SPECIAL LOADS OR OBJECTS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR |
Tailboard control method and device for carriage, carriage and vehicle
European Patent Office | 2024
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