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Text To Image Synthesis

This is a tensorflow implementation of synthesizing images. The images are synthesized using the GAN-CLS Algorithm from the paper Generative Adversarial Text-to-Image Synthesis. This implementation is built on top of the excellent DCGAN in Tensorflow.

Plese star https://github.com/tensorlayer/tensorlayer

Model architecture

Image Source : Generative Adversarial Text-to-Image Synthesis Paper

Requirements

Datasets

N.B You can downloads all data files needed manually or simply run the downloads.py and put the correct files to the right directories.

python downloads.py

Codes

References

Results

<a href="http://tensorlayer.readthedocs.io"> <div align="center"> <img src="result.png" width="70%" height="70%"/> </div> </a>

License

Apache 2.0