Detection method and system for quality of parking technology of driver, intelligent recommendation method and electronic device

A detection method and driver's technology, applied in the detection of the pros and cons of drivers' parking skills, intelligent recommendation methods, and electronic equipment, can solve problems such as the difficulty in accurately confirming the pros and cons of drivers' driving operations

Active Publication Date: 2019-09-20
重庆赛迪奇智人工智能科技有限公司
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Problems solved by technology

[0007] In order to solve the existing technical problem that it is difficult to accurately confirm the pros and cons of the driver's driving operation, the present inve

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  • Detection method and system for quality of parking technology of driver, intelligent recommendation method and electronic device
  • Detection method and system for quality of parking technology of driver, intelligent recommendation method and electronic device
  • Detection method and system for quality of parking technology of driver, intelligent recommendation method and electronic device

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Embodiment Construction

[0042] 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.

[0043] 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:

[0044] 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;

[0045] 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

[0046] Step S3, perfo...

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Abstract

The invention provides a method for detecting the quality of the parking technology of a driver. The method comprises the steps that based on a number of sensors, motion data such as a steering wheel and a brake during the driver's parking process are acquired, and a multi-modal time sequence is acquired in a time sequence manner; a neural network architecture based on a convolution variation self-encoder is used to extract the features of the multi-modal time sequence and generate a simulation sample; reconstruction probability detection is carried out based on the simulation sample; and the quality of the parking technology of the driver are judged based on the detection result. According to an intelligent recommendation method provided by the invention, based on the judgment of the quality of the parking technology of the driver, an automatic parking function or other executable functions are recommended to the driver when needed. The invention further provides a detection system for the quality of the parking technology of the driver and an electronic device, and the system and the electronic device have the same beneficial effects as the above method.

Description

[0001] 【Technical field】 [0002] 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. [0003] 【Background technique】 [0004] 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. [0005] 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 t...

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Application Information

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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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