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ycszen / Pytorch Segmentation

Pytorch for Segmentation

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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]
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