Pytorch for Segmentation

Related tags

Deep Learningdeep-learningpytorchsemantic-segmentation
Overview

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.

  • 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]
Owner
ycszen
ycszen
GitHub Repository
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