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Detection method and system for drivers' parking skills, intelligent recommendation method, and electronic equipment

A detection method and driver technology are applied in the intelligent recommendation method, the detection of the pros and cons of the driver's parking technology, and the field of electronic equipment, which can solve the problem of difficulty in accurately confirming the pros and cons of the driver's driving operation, and achieve the effect of realizing big data analysis.

Active Publication Date: 2021-06-25
重庆赛迪奇智人工智能科技有限公司
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Problems solved by technology

[0004] In order to solve the existing technical problem that it is difficult to accurately confirm the pros and cons of a driver's driving operation, the present invention provides a method for detecting the pros and cons of a driver's parking technique and its system, an intelligent recommendation method, and an electronic device

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  • Detection method and system for drivers' parking skills, intelligent recommendation method, and electronic equipment
  • Detection method and system for drivers' parking skills, intelligent recommendation method, and electronic equipment
  • Detection method and system for drivers' parking skills, intelligent recommendation method, and electronic equipment

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[0036] In order to make the purpose, technical solutions and advantages of the present invention more clear, the present invention will be further described in detail below in conjunction with the accompanying drawings and implementation examples. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0037] see figure 1 , the first embodiment of the present invention provides a detection method 10 of the pros and cons of a driver's parking technique, which includes the following steps:

[0038] In step S1, multiple sets of vehicle sensor data during the driver's parking operation are obtained in a time-series manner to obtain a multi-modal time series;

[0039] Step S2, performing feature extraction on the multimodal time series based on the neural network architecture of the convolutional variational autoencoder, and generating simulation samples; and

[0040] Step S3, perfo...

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Abstract

A method for detecting the pros and cons of a driver’s parking technique provided by the present invention is based on a variety of sensors to obtain action data such as the steering wheel and brakes during the driver’s parking process in a time-series manner to obtain a multi-modal time series; and further based on volume The neural network architecture of the integral-variable autoencoder extracts the features of the multi-modal time series and generates simulated samples; performs reconstruction probability detection based on the simulated samples, and judges the pros and cons of the driver's parking technology based on the detection results. The intelligent recommendation method provided by the present invention can be based on judging the pros and cons of the driver's parking technique, and then can recommend the automatic parking function or other executable functions to the driver when needed. The present invention also provides a detection system and electronic equipment for the pros and cons of the driver's parking technique, both of which have the same beneficial effect as the above method.

Description

【Technical field】 [0001] The invention relates to the field of mobile data detection, in particular to a method for detecting the pros and cons of a driver's parking technique, a system thereof, an intelligent recommendation method, and an electronic device. 【Background technique】 [0002] With the maturity and popularization of satellite positioning technology and vehicle sensor technology. Acquiring precise data on vehicle operation and location makes it possible to increase the level of intelligence in vehicles. For people living in urban spaces, parking in a small space is almost a must-have skill. And self-parking technology is an advanced feature in many types of cars today, which is especially useful for many people-especially novice drivers. [0003] However, with the improvement of the intelligent level of automobiles, there are more and more intelligent equipment in vehicles, which are becoming more and more complex. People often don't have time to carefully stu...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01D21/02G06N3/04
CPCG01D21/02G06N3/045
Inventor 张发恩陈凌海郭永生黄家水
Owner 重庆赛迪奇智人工智能科技有限公司
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