# pytorch-segmentation

**Repository Path**: wangda11/pytorch-segmentation

## Basic Information

- **Project Name**: pytorch-segmentation
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-07-16
- **Last Updated**: 2025-07-16

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 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](https://github.com/ycszen/TorchSeg), which offers fast, modular reference implementation and easy training of semantic segmentation algorithms in PyTorch.**

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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]](https://arxiv.org/abs/1702.08502)
+ [x] GCN(*Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network*)[[pdf]](https://arxiv.org/abs/1703.02719)