Driver's line-of-sight detection method, system, medium and apparatus

Abstract

The invention provides a driver's line-of-sight detection method, system, medium and apparatus. The method includes configuring communication parameter information, initializing hardware equipment, and preset information processing logic; establishing a connection with the server end and receiving version information; detection system; extracting single frame picture information from video data asimage analysis sample; extracting the turning direction feature information and line of sight angle feature information from the current single frame picture information, constructing the line of sight depth neural network model according to the feature information, and carrying on the depth learning of the line of sight depth neural network model according to the image analysis sample; accordingto the depth neural network model, the driver's sight feature vector and the image analysis sample are compared to determine the driver's sight error. The single frame picture information and the judgment information are stored in the detection information and the video data queue, the log information is generated and stored, and the management log information is sent to the server for accessingand 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

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