JZTXT
  • 首页
  • Ai
  • Java
  • Python
  • Android
  • Mysql
  • JavaScript
  • Html
  • CSS

Squeeze-and-Excitation Networks(SENet)

发布时间 2023-04-12 14:48:39作者: 好人~

结构和代码如下(参考:b站视频:YOLOv5 v6.1添加SE,CA,CBAM,ECA注意力机制教学,即插即用):

Global pooling:每个channel上面的所有点做平均,这样每个channel都输出一个数。所以左图中,HxWxC变成了1x1xC。(参考:关于global average pooling理解和介绍)
FC就是全连接层。

    本栏目推荐文章
  • Generalised f-Mean Aggregation for Graph Neural Networks
  • Graph Condensation for Graph Neural Networks
  • 论文精读:ST2Vec:道路网络中的时空轨迹相似性学习(ST2Vec: Spatio_Temporal Trajectory Similarity Learning in Road Networks)
  • 论文阅读-Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks
  • BIgdataAIML-IBM-A neural networks deep dive - An introduction to neural networks and their programming
  • Squeeze-and-Excitation Networks:SENet,早期cv中粗糙的注意力
  • Relation Networks for Object Detection
  • Local Relation Networks for Image Recognition: LRNet
  • SeaFormer: Squeeze-enhanced Axial Transformer for Mobile Semantic Segmentation
  • Fully convolutional networks for semantic segmentation
版权声明:本网站为非赢利性站点,本网站所有内容均来源于互联网相关站点自动搜索采集信息,相关链接已经注明来源。
联系我们