AI实战：一种新的深度目标检测架构 Matrix Nets

Matrix Nets: A New Deep Architecture for Object Detection

• AP
  在MS COCO上实现了47.8的mAP

• AP比较
  

• Matrix Networks

  

  (a) Shows the original FPN architecture
  (b) Shows the MatrixNet architecture, where the 5 FPN layers are viewed as the diagonal layers in the matrix. We fill in the rest of the matrix by downsampling these layers.

• KP-xNet architecture

  

• 实验结果
  Empirical results on MSCOCO for our method as compared to best results reported in other works.

  

• 其他详细细节可以参考原论文

• 论文链接：Matrix Nets: A New Deep Architecture for Object Detection

• 开源代码

  pytorch版 MatrixNets 实现： https://github.com/arashwan/matrixnet （包含了 train、 test 代码）