Level crossing intelligent guiding system and method based on deep learning

Abstract

The invention provides a level crossing intelligent guiding system and method based on deep learning, and the system comprises a vehicle and pedestrian target detection module which is used for detecting vehicles and pedestrian target of each channel crossing through a deep learning convolution neural network; a target tracking trajectory extraction module used for re-identifying the vehicles andpedestrian targets through the re-identification convolutional neural network so as to obtain trajectories of the vehicles and pedestrian targets; a motion direction conflict judging module used forobtaining the motion directions of the vehicles and pedestrian targets according to the track and judging whether the motion directions of the vehicle and pedestrian targets at different passage intersections conflict or not; and an automatic early warning information pushing module used for sending out an alarm prompt when a conflict occurs. According to the invention, vehicles and pedestrians can be automatically guided to adopt reasonable passing strategies, and traffic safety and passing efficiency are improved.

Description

technical field [0001] The invention relates to the technical field of intelligent traffic service information, in particular to an intelligent guidance system for level crossings based on deep learning and an intelligent guidance method for level crossings based on deep learning. Background technique [0002] With the development of the economy, the number of automobiles continues to increase, resulting in increasing pressure on road traffic, leading to an increase in the frequency of traffic accidents. Especially at intersections, the frequency of traffic accidents is higher. In view of the above situation, the traffic management department puts the focus of safety control on road level crossings, mainly controlling the traffic at level crossings by adjusting traffic lights. [0003] However, at the intersection of the main road with no traffic lights and the branch road of the village, the villagers have poor traffic safety awareness when passing the branch road, and the...

AI Technical Summary

Problems solved by technology

[0003] However, at the intersection of the main road with no traffic lights and the branch road of the village, the villagers have poor traffic safety awareness when passing the branch road, and they are very likely to collide with the fast passing vehicles on the main road, causing major traffic accidents, and the branch road passes The traffic rate is low, the use of traffic lights to control traffic will have a greater impact on the traffic flow of the main road, and the use of traffic police on duty will increase the investment in traffic management and increase management costs

Images