/Pytorch-TuSample-DUC

Understanding Convolution for Semantic Segmentation, web: 1. https://zhuanlan.zhihu.com/p/26659914 2. https://blog.csdn.net/u011974639/article/details/79460893

Primary LanguagePython

Pytorch for Semantic Segmentation

A repository contains some exiting networks and some experimental networks for semantic segmentation.

  • ResNet(FCN)
    • ResNet-50
    • ResNet-101
    • Wide-ResNet
  • DUC(Understanding Convolution for Semantic Segmentation)[pdf]
  • GCN(Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network)[pdf]