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https://github.com/gengyanlei/ssgan

Semi Supervised Semantic Segmentation Using Generative Adversarial Network ; Pytorch
https://github.com/gengyanlei/ssgan

pytorch semantic-segmentation semi-gan

Last synced: 24 days ago
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Semi Supervised Semantic Segmentation Using Generative Adversarial Network ; Pytorch

Host: GitHub
URL: https://github.com/gengyanlei/ssgan
Owner: gengyanlei
Created: 2018-09-20T07:31:31.000Z (almost 6 years ago)
Default Branch: master
Last Pushed: 2021-05-10T06:11:20.000Z (about 3 years ago)
Last Synced: 2024-02-23T03:39:05.533Z (4 months ago)
Topics: pytorch, semantic-segmentation, semi-gan
Language: Python
Size: 21.5 KB
Stars: 27
Watchers: 1
Forks: 10
Open Issues: 1
Metadata Files:
- Readme: README.md

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awesome-semi-supervised-segmentation - Code*

README

# ssgan
Semi Supervised Semantic Segmentation Using Generative Adversarial Network ; Pytorch

### Environment
```
python：3.5
Pytorch：0.40
```

### Note
```
由于论文未给出代码，并且此论文为“分割”SEMI-GAN，与分类有相似之处，但仍有巨大区别，
在参考一些分类SEMI-GAN后，复现此半监督分割GAN论文代码。
若有问题，请及时指出，谢谢。

注意：测试时请添加model.eval() and with torch.no_grad():
```

### Refer
+ [Semi Supervised Semantic Segmentation Using Generative Adversarial Network](https://arxiv.org/abs/1703.09695)

### Other
+ [segmentation_pytorch](https://github.com/gengyanlei/segmentation_pytorch)
+ [building-segmentation-dataset](https://github.com/gengyanlei/build_segmentation_dataset)
+ [fire-smoke-detect-dataset](https://github.com/gengyanlei/fire-detect-yolov4)