这是一个基于SSD
和ResNet
的神经网络模型,将原本SSD
中的VGG
部分替换成ResNet
。该模型可以对危险物品(例如道具、弓箭)进行检测。
原本SSD
网络模型结构如下图所示:
使用ResNet
改进后的架构如下图所示:
数据集格式采用的是VOC
格式,数据集在这里下载,名称是VOC2009.zip
。
基于SSD和ResNet的危险物品识别系统
这是一个基于SSD
和ResNet
的神经网络模型,将原本SSD
中的VGG
部分替换成ResNet
。该模型可以对危险物品(例如道具、弓箭)进行检测。
原本SSD
网络模型结构如下图所示:
使用ResNet
改进后的架构如下图所示:
数据集格式采用的是VOC
格式,数据集在这里下载,名称是VOC2009.zip
。
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