Driver's sight detection method, system, medium and device

Abstract

Driver sight detection method, system, medium and equipment, including: configure communication parameter information, initialize hardware equipment, preset information processing logic; establish connection with server, receive version information; detection system; extract single frame picture from video data The information is an image analysis sample; extract the head-turning direction feature information and line-of-sight angle feature information in the current single-frame picture information, construct a line-of-sight depth neural network model according to the feature information, and perform deep learning of the line-of-sight depth neural network model according to the image analysis sample; The deep neural network model compares the line-of-sight feature vector with the image analysis sample to obtain the driver's line-of-sight judgment information; stores the single-frame picture information and judgment information in the detection information and video data queue, generates log information and stores it, and manages the log information and sends it to the server It is available for retrieval and viewing.

Description

technical field [0001] The invention relates to a driver's driving test detection system, in particular to a driver's sight detection method, system, medium and equipment. Background technique [0002] With the progress of time, the number of Chinese drivers continues to increase. In addition, in the traditional technology, driving schools use coaches to manually cooperate with simple electronic detection reminder devices and system monitoring students to take driving tests, resulting in low efficiency of driver training in driving schools. The quality of skills learning cannot be guaranteed. Therefore, with the unsatisfactory efficiency and effect of driver education and training, the problem of increasing shortage of driving skills training resources is further highlighted. In the process of daily motor vehicle knowledge test detection, the driver's sight detection is an important functional requirement in the driver test detection process, and most of the driver's test mi...

AI Technical Summary

Problems solved by technology

[0005] In view of the above technical problems of high hardware cost, low feature robustness, low information utilization rate and low accuracy of detection results in the prior art, the purpose of the present invention is to provide a driver's line of sight detection method, system, medium and equipment. The invention solves the technical problems of high hardware cost, weak feature robustness, low information utilization rate and low accuracy of detection results in the prior art

Images