Library Seat Detection System based on Image Recognition and Deep Learning

Shuanghan Zhang ； Youxin Chen ； Haiyang Liu

《International Core Journal of Engineering》 8卷6期 (2022/06) Pp. 149-158

https://doi.org/10.6919/ICJE.202206_8(6).0022

摘要

Every exam week, university libraries will be in short supply and maliciously occupy seats. In order to solve this situation, we designed the library as the detection system based on image recognition and deep learning. The detection system includes three parts: video intelligent processing end, server back-end data storage section and wechat applet display end. At the video intelligent processing end, we realize the recognition of seat usage in the image based on OpenCV image processing and deep learning vgg16 algorithm; At the back-end data storage end of the server, on the one hand, it can return to the wechat applet to show the usage of each seat, on the other hand, it can update the content of the database according to the data transmitted from the video processing end; On the wechat applet display side, we showed users the use of Library seats. The library seat detection system can not only make full use of the library seat resources to a certain extent, but also reduce the working pressure of the library staff.

關鍵字

Library Occupancy ； Image Recognition ； Deep Learning Vgg16 Algorithm ； Database

參考文獻

Leah. An adding machine in the meteorological data processing software for the design and implementation of [J]. Journal of measurement and control technology, 2022, 9 (3) : 78-83. The DOI: 10.19708 / j.carol carroll KJS 2022.03.014.

Li Pengwu, LIU Ronghai, GUO Xinliang, ZHENG Xin, CAI Xiaobin, Yang Yingchun, ZHOU Jingbo, JIAO Zonghan, Yu Hongjiang. OpenCV Based X-ray Image Recognition method for Tension Wire Clamp Defects [J]. Electrician technology, 2021 (22) : 61-64. The DOI: 10.19768 / j.carol carroll nki DGJS. 2021. 22.020.

Chen MAO. Exploration of chemistry enlightenment deep learning based on the theory of "variation schema" [J]. Education Science Forum,2022(10):48-51.

Li Xuemei, LI Wenlian, Zheng Dongjun. Research on Children from "Heart" -- Primary School Mathematical Wisdom Based on Deep Learning.

Zhang X Q. Multi-modular design of music competition scoring method based on semantic correlation database construction [J]. Journal of Computer Applications,202,38(03):155-158.