Provided are a method and system for automatic driving data collection and closed-loop management. The method includes: obtaining vehicle driving data (S 102); preprocessing the vehicle driving data (S 104); obtaining incremental data by filtering, through a pre-trained neural network based on a predetermined filtering rule, the preprocessed vehicle driving data (S 106); and storing the incremental data or transmitting the incremental data to a cloud (S 108). The method can effectively filter high-value incremental data, thereby reducing requirements for data storage volume and/or data transmission bandwidth of the system. The system of the present disclosure can be post-mounted or pre-mounted on a vehicle, and is independent of specific vehicle type of the vehicle. In addition, it is not necessary for the vehicle to be equipped with real-value systems such as high-cost laser radars, which greatly improves use convenience of the system and facilitates rapid and large-scale application.
METHOD AND SYSTEM FOR AUTOMATIC DRIVING DATA COLLECTION AND CLOSED-LOOP MANAGEMENT
VERFAHREN UND SYSTEM ZUR AUTOMATISCHEN FAHRDATENSAMMLUNG UND GESCHLOSSENEN VERWALTUNG
PROCÉDÉ ET SYSTÈME DE COLLECTE AUTOMATIQUE ET DE GESTION EN BOUCLE FERMÉE DE DONNÉES DE CONDUITE
06.11.2024
Patent
Elektronische Ressource
Englisch
METHOD AND SYSTEM FOR AUTOMATIC DRIVING DATA COLLECTION AND CLOSED-LOOP MANAGEMENT
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