Researching | Design and Implementation of an Intelligent Identification System for Ancient Building Fireworks Detection

Experiment Science and Technology, Volume. 21, Issue 6, 36(2023)

Design and Implementation of an Intelligent Identification System for Ancient Building Fireworks Detection

Shuoqi REN¹, Ting WANG^2、*, Zihao YANG¹, Zhe LI³, and Bifei LI²

Author Affiliations

¹School of Mechanical Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China

²School of Mathematics and Physics, Lanzhou Jiaotong University, Lanzhou 730070, China

³School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China

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Table 1. [in Chinese]
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Table 1. [in Chinese]
视觉检测系统电子传感器是否报警
发出提醒不发出提醒不报警
不发出提醒发出提醒不报警
发出提醒发出提醒报警

Table 2. [in Chinese]
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Table 2. [in Chinese]
评估参数 Faster R-CNN/% YOLO-V3/% 改进YOLO/%
精度 26.44 56.21 91.77
召回率 17.34 27.42 26.29
平均准确率 12.68 28.13 42.50

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Shuoqi REN, Ting WANG, Zihao YANG, Zhe LI, Bifei LI. Design and Implementation of an Intelligent Identification System for Ancient Building Fireworks Detection[J]. Experiment Science and Technology, 2023, 21(6): 36

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Paper Information

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Received: Nov. 23, 2022

Accepted: --

Published Online: Mar. 11, 2024

The Author Email: Ting WANG (王婷)

DOI:10.12179/1672-4550.20220667

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology