https://github.com/leafinity/SAGAN-tensorflow2.0

Tensorflow-2.0 implementation of "Self-Attention Generative Adversarial Networks"
https://github.com/leafinity/SAGAN-tensorflow2.0

Last synced: 3 months ago
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Tensorflow-2.0 implementation of "Self-Attention Generative Adversarial Networks"

• Host: GitHub
• URL: https://github.com/leafinity/SAGAN-tensorflow2.0
• Owner: leafinity
• Created: 2019-04-27T03:00:39.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-08-25T06:02:09.000Z (over 4 years ago)
• Last Synced: 2024-08-02T19:01:43.605Z (6 months ago)
• Language: Python
• Homepage:
• Size: 101 KB
• Stars: 28
• Watchers: 4
• Forks: 12
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• Awesome-Tensorflow2 - leafinity/SAGAN-tensorflow2.0

README

        
# Self-Attention GAN

Tensorflow-2.0 implementation of ["Self-Attention Generative Adversarial Networks."](https://arxiv.org/abs/1805.08318).

## Usage

* train

        python main.py --train

* generate

    

        python main.py

the results will show in `./results`.

## Results

![result](sa_result.jpg)

## Reference

[pytorch implementation](https://github.com/heykeetae/Self-Attention-GAN)

[Tensorflow-1.0 implementation](https://github.com/taki0112/Self-Attention-GAN-Tensorflow)

## Contributors

trainer.py contributed by [Kinna](https://github.com/KinnaChen)