Pytorch for Semantic Segmentation

This repo has been deprecated currently and I will not maintain it. Meanwhile, I strongly recommend you can refer to my new repo: TorchSeg, which offers fast, modular reference implementation and easy training of semantic segmentation algorithms in PyTorch.

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

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