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요약정보
重组牛肉图像识别模型的比较研究 / Comparative Study on Image Recognition Models for Restructured Beef
Resource Type
Academic Journal
Authors
王博
;
杨洪遥
;
陆逢贵
;
陈子东
;
曹振霞
;
刘登勇
;
WANG Bo
;
YANG Hongyao
;
LU Fenggui
;
CHEN Zidong
;
CAO Zhenxia
;
LIU Dengyong
Source
肉类研究 / Meat Research
. 34(7):13-17
Subject
重组牛肉
识别
卷积神经网络
深度残差网络
Language
Chinese
ISSN
1001-8123
Online Access
Find it @ DONGA
초록
以重组牛肉为研究对象,基于机器视觉技术构建3 种深度残差网络(deep residual network,ResNet)模型(ResNet-50、ResNet-101、ResNet-152)用于识别重组牛肉,同时应用VGG-16视觉几何群网络模型、支持向量机模型以及LeNet-5卷积神经网络模型,比较分析ResNet模型的识别准确率和响应时间.采集并经过图像预处理后共得到6?168?张样品图像作为实验样本,随机选取其中的4?936?张作为训练集,剩余1?232?张作为测试集.结果表明:3?种ResNet模型(ResNet-50、ResNet-101、ResNet-152)识别速率较快,准确率高,均可以有效识别重组牛肉,且卷积层越多,准确率越高,其中ResNet-50模型识别准确率达到较高水平,且测试时间仅需0.45?s,能够准确、快速地识别重组牛肉.
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