Non-motor vehicle driving identification method and device, computer and readable storage medium

A non-motor vehicle and recognition method technology, applied in the field of transportation, can solve problems such as inability to balance reasoning speed and recognition accuracy, and achieve the effect of good reasoning speed

Pending Publication Date: 2022-05-24
SHENZHEN MAXVISION TECH
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Aiming at the problem that the existing attribute recognition model cannot give consideration to both reasoning speed and recognition accuracy, the present invention provides a non-motor vehicle driving recognition method, device, computer and readable storage medium

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Non-motor vehicle driving identification method and device, computer and readable storage medium
  • Non-motor vehicle driving identification method and device, computer and readable storage medium
  • Non-motor vehicle driving identification method and device, computer and readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0044] In order to make the object, technical solution and advantages of the present invention clearer, the implementation manner of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0045] see figure 1 , is a flow chart of a non-motor vehicle driving identification method provided by the present invention in an embodiment. The non-motor vehicle driving method is mainly used in the transportation system, and is used to identify the attributes of non-motor vehicle on the target road, including But not limited to the driver, driver's gender, driver's appearance and attire, non-motor vehicle type, non-motor vehicle appearance and driving direction, etc.

[0046] like figure 1 As shown, the non-motor vehicle driving recognition method may include the following steps:

[0047] S101: Perform preliminary processing on the captured pictures to obtain the preliminary processed pictures of the driver driving the non-motori...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a non-motor vehicle driving identification method and device, a computer and a readable storage medium, and relates to the field of traffic transportation, and the method comprises the steps: making a captured picture into a data set, and carrying out the marking and training of a driver and a non-motor vehicle in the data set, and obtaining a driver detection model and a non-motor vehicle detection model; acquiring a driver object and a non-motor vehicle object; labeling the driver object to obtain a driver single-label data set and a driver multi-label data set; labeling non-motor vehicle objects to obtain a non-motor vehicle single-label data set and a non-motor vehicle multi-label data set; corresponding single-label and multi-label recognition models are trained for the driver single-label and multi-label data sets; performing corresponding single-label and multi-label identification models on the non-motor vehicle single-label data set and the non-motor vehicle multi-label data set; and combining the corresponding single-label identification model and the corresponding multi-label identification model to obtain a corresponding driver identification model and a non-motor vehicle identification model. The method has the advantages of accurate attribute recognition and high speed.

Description

technical field [0001] The invention relates to the field of transportation, in particular to a non-motor vehicle driving identification method, device, computer and readable storage medium. Background technique [0002] With the continuous development of artificial intelligence, its application in intelligent transportation has become increasingly mature, and the traditional control of motor vehicles can no longer meet the needs of relevant departments, especially with the rise of the food delivery industry, electric vehicles and bicycles, etc. Behaviors such as non-motor vehicles running red lights, driving motor vehicle lanes, and overloading are very common, so it is extremely important to detect the driving behavior of non-motor vehicles and automatically distinguish the attributes of the driver and the vehicle they are driving. [0003] At present, there are relatively few researches on the attribute recognition of people riding bicycles at home and abroad, and most of...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): G06V20/59G06V20/58G06V10/82G06N3/04G06N3/08
CPCG06N3/08G06N3/045Y02T10/40
Inventor 李晓凯王和平欧阳一村朱光强罗富章
Owner SHENZHEN MAXVISION TECH
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products