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inception first commit Oct 3, 2017
.gitignore first commit Oct 3, 2017
README.md Update README.md Oct 20, 2017
inception_score.py first commit Oct 3, 2017

README.md

StackGAN Inception Evaluation Model

Inception evaluation model for reproducing main results in the paper StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks by Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris Metaxas.

Dependencies

  • python 2.7
  • TensorFlow

Inception Model

To get the inception score

python inception_score.py --image_folder IMAGE_FOLDER_PATH

Citing StackGAN

If you find StackGAN useful in your research, please consider citing:

@inproceedings{han2017stackgan,
Author = {Han Zhang and Tao Xu and Hongsheng Li and Shaoting Zhang and Xiaogang Wang and Xiaolei Huang and Dimitris Metaxas},
Title = {StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks},
Year = {2017},
booktitle = {{ICCV}},
}

References

  • Generative Adversarial Text-to-Image Synthesis Paper Code
  • Learning Deep Representations of Fine-grained Visual Descriptions Paper Code
  • Improved Techniques for Training GANs Paper Code