基于动态交通手势识别的车辆控制系统

Ying Miao, Enrui. Shi, Muyao Lei, Chen Sun, X. Shen, Yaqiong Liu
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引用次数: 3

摘要

针对当前自动驾驶技术中缺乏适合复杂路况的信息处理速度和路况识别能力,为解决当前无人驾驶技术中“交警手势”的快速准确动态识别问题,本文设计了一种软硬件相结合的实时交互车辆控制系统。小车以Arduino UNO微控制器为核心,通过RTSP实现从摄像头到计算机的单向数据传输。基于YOLOv5网络结构的手势识别模型进行处理后,将相应的指令发送回汽车,控制汽车的运动。通过设计和调试,完成了摄像头、计算机和汽车之间的信息交互。汽车可以按照指定的交警手势移动,提高了汽车自动化程度,对推动汽车自动化行业的进一步发展具有一定的意义。
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Vehicle Control System Based on Dynamic Traffic Gesture Recognition
In view of the lack of information processing speed and road condition recognition ability suitable for complex road conditions in the current autonomous driving technology and to solve the problem of rapid and accurate dynamic recognition of “traffic police gestures” in the current unmanned driving technology, a real-time interactive vehicle control system combining hardware and software is designed in this paper. The car takes Arduino UNO micro-controller as the core, realizes one-way data transmission from the camera to the computer through RTSP. After being processed by gesture recognition model based on YOLOv5 network structure, the corresponding instructions are sent back to the car to control the car’s movement. Through the design and debugging, the information interaction between the camera, the computer and the car is completed. The car can move according to the designated traffic police gesture, which improves the degree of car automation and has certain significance to promote the further development of the auto automation industry.
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