Driver driving type identification method and device, storage medium and terminal equipment

Abstract

The invention discloses a driver driving type identification method and device, a storage medium and a terminal device. The method comprises: obtaining initial data of driving type identification of adriver; obtaining an initial driving type recognition result of the driver according to at least two of a preset first recognition scheme, a second recognition scheme, a third recognition scheme anda fourth recognition scheme, wherein the first identification scheme is to identify the driving type according to the dynamic information of the vehicle, the second identification scheme is used for identifying the driving type according to the operation information of the driver under the preset working condition, the third identification scheme is used for identifying the driving type accordingto a pre-trained machine learning network, and the fourth identification scheme is used for identifying the driving type according to a pre-trained deep learning network; and obtaining a current driving type of the driver according to the initial data and the initial driving type identification result. According to the invention, the accuracy and real-time performance of driver driving type identification can be improved.

Description

technical field [0001] The present invention relates to the technical field of driver's driving style recognition, and in particular to a driver's driving style recognition method, device, computer-readable storage medium and terminal equipment. Background technique [0002] The driver's driving type recognition methods provided by the prior art mostly use the recognition method based on the vehicle signal and the recognition method based on the operation behavior of a specific working condition. Among them, the identification method based on vehicle signals uses fewer vehicle signals to identify the driving type of the driver, the parameters to be obtained are simple, and the hardware requirements for the processor are not high, but it is difficult to obtain high-accuracy identification results; based on specific The recognition method of the operating behavior of the working condition adds the driver's operation input as one of the judgment conditions. It is necessary to s...

AI Technical Summary

Problems solved by technology

Among them, the identification method based on vehicle signals uses fewer vehicle signals to identify the driving type of the driver, the parameters to be obtained are simple, and the hardware requirements for the processor are not high, but it is difficult to obtain high-accuracy identification results; based on specific The recognition method of the operating behavior of the working condition adds the driver's operation input as one of the judgment conditions. It is necessary to set the recognition working condition, and only when a specific working condition is triggered can the driver's driving type be identified according to the corresponding operating behavior. recognition, it is difficult to obtain better real-time performance

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