Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Road disease detection method and device
The invention discloses a road disease detection method and device, and the method comprises the steps: obtaining collection data, carrying out the preprocessing of the collection data, and generating first road data for the detection of a damaged region; and detecting first road data according to a first detection algorithm, identifying road damage information in the first road data, and uploading the road damage information to a server according to a first threshold value, so that the server performs secondary detection on the road damage information by using a second detection algorithm to complete road disease detection. The road data is collected at the terminal, the road disease is detected according to the low-computing-power first detection algorithm, the low-computing-power algorithm improves the recognition speed of recognizing the road disease, and the cost of collecting and recognizing the terminal is reduced; meanwhile, secondary detection and auditing are carried out by utilizing a second detection algorithm with high computing power after reporting, so that the accuracy of road disease detection is improved; therefore, the cost of road disease identification is reduced on the premise of ensuring accuracy and efficiency.
本发明公开了一种道路病害检测方法及装置，包括：获取采集数据，并对所述采集数据进行预处理，生成破损区域检测的第一道路数据；根据第一检测算法对第一道路数据进行检测，识别所述第一道路数据中道路破损信息，并根据第一阈值将所述道路破损信息上传至服务器，以使所述服务器利用第二检测算法对所述道路破损信息进行二次检测，完成道路病害检测。通过在终端采集道路数据并根据低算力的第一检测算法检测道路病害，低算力算法提高了识别道路病害的识别速度，并降低了采集识别终端的成本；同时通过上报后利用高算力的第二检测算法进行二次检测、审核，提高了道路病害检测的准确性；以此，在保证准确性和效率的前提下降低道路病害识别的成本。
Road disease detection method and device
The invention discloses a road disease detection method and device, and the method comprises the steps: obtaining collection data, carrying out the preprocessing of the collection data, and generating first road data for the detection of a damaged region; and detecting first road data according to a first detection algorithm, identifying road damage information in the first road data, and uploading the road damage information to a server according to a first threshold value, so that the server performs secondary detection on the road damage information by using a second detection algorithm to complete road disease detection. The road data is collected at the terminal, the road disease is detected according to the low-computing-power first detection algorithm, the low-computing-power algorithm improves the recognition speed of recognizing the road disease, and the cost of collecting and recognizing the terminal is reduced; meanwhile, secondary detection and auditing are carried out by utilizing a second detection algorithm with high computing power after reporting, so that the accuracy of road disease detection is improved; therefore, the cost of road disease identification is reduced on the premise of ensuring accuracy and efficiency.
本发明公开了一种道路病害检测方法及装置，包括：获取采集数据，并对所述采集数据进行预处理，生成破损区域检测的第一道路数据；根据第一检测算法对第一道路数据进行检测，识别所述第一道路数据中道路破损信息，并根据第一阈值将所述道路破损信息上传至服务器，以使所述服务器利用第二检测算法对所述道路破损信息进行二次检测，完成道路病害检测。通过在终端采集道路数据并根据低算力的第一检测算法检测道路病害，低算力算法提高了识别道路病害的识别速度，并降低了采集识别终端的成本；同时通过上报后利用高算力的第二检测算法进行二次检测、审核，提高了道路病害检测的准确性；以此，在保证准确性和效率的前提下降低道路病害识别的成本。
Road disease detection method and device
一种道路病害检测方法及装置
LIN GANGXIN (Autor:in) / LIU SHENGYANG (Autor:in) / ZHENG JINFENG (Autor:in) / YIN WENBIN (Autor:in) / ZHOU WEI (Autor:in) / ZHU GUIDONG (Autor:in)
07.04.2023
Patent
Elektronische Ressource
Chinesisch
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