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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: 14 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 (about 6 years ago)
- Default Branch: master
- Last Pushed: 2021-05-10T06:11:20.000Z (over 3 years ago)
- Last Synced: 2024-08-02T12:22:07.566Z (3 months ago)
- Topics: pytorch, semantic-segmentation, semi-gan
- Language: Python
- Size: 21.5 KB
- Stars: 28
- Watchers: 1
- Forks: 10
- Open Issues: 1
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
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)