检索结果-南通市图书馆

检索条件"主题词=angle tower bolt groups and connecting plates"

共 1 条记录，以下是1-10 订阅

全选清除本页清除全部题录导出标记到"检索档案"

详细简洁

排序：

YOLOv8n-BAseg Instance Segmentation Network For angle tower bolt groups and connecting plates Detection

YOLOv8n-BAseg Instance Segmentation Network For Angle Tower ...

引用

第43届中国控制会议

作者： Yaqi Wang Xiangzhou Wang Shuhua Zheng School Of Automation Beijing Institute of Technology

The fastening of angle tower bolts is important in tower solidity. And angle tower bolt detection is an important part of the angle tower bolt fastening task. The first step of bolt detection is to detect the angle tower bolt groups and tower connecting plates, which is convenient for the subsequent detection of angle tower bolts and planning of the robot arm movement path. Due to the irregular labeling of the angle tower bolt groups and tower connecting plates data, an instance segmentation network is used for detection. In this paper, based on YOLOv8-seg instance segmentation network, the YOLOv8-BAseg instance segmentation network is proposed by adopting the bidirectional cross-scale connection and weighted feature fusion mechanism BiFPN Add2 instead of the PAFPN feature fusion mechanism. The experimental results show that the YOLOv8-BAseg network of size n has fewer parameters, lower model complexity,providing the possibility of real-time detection when deployed on mobile *** YOLOv8n-BAseg network is trained on the angle tower bolt image dataset, and the mAP50 reaches 95.3%, and the speed reaches 2.5ms per image. Compared with the yolov8n-seg instance segmentation network, its segmentation accuracy is improved by 0.4%, and 2ms improves the segmentation speed of each image. The results of the comparative experiments show that the improved model performs well in terms of model complexity, inference speed, and segmentation accuracy, which are significantly better than the existing instance segmentation model. In conclusion, the YOLOv8n-BAseg model balances the model performance and computational complexity and better meets the needs of angle steel tower bolt groups and connecting plates detection.

关键词： angle tower bolt groups and connecting plates YOLOv8 Instance segmentation

来源： cnki会议评论

在线全文

cnki会议

学校读者我要写书评

暂无评论

全选清除本页清除全部题录导出标记到“检索档案”

共1页 << < 1 > >>

回到顶部

执行限定条件

欢迎您,

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

请选择保存的检索档案：

请选择收藏分类：

通借通还

欢迎您,

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：