<commit_before>DCGAN in Tensorflow
====================

Tensorflow implementation of [Deep Convolutional Generative Adversarial Networks](http://arxiv.org/abs/1511.06434) which is a stabilize Generative Adversarial Networks. The referenced torch code can be found [here](https://github.com/soumith/dcgan.torch).

![alt tag](DCGAN.png)

*To avoid the fast convergence of D (discriminator) network, G (generatior) network is updatesd twice for each D network update which is a different from original paper.*


Online Demo
-----------

![demo](https://raw.githubusercontent.com/carpedm20/blog/master/content/images/face.png)

[link](http://carpedm20.github.io/faces/)


Prerequisites
-------------

- Python 2.7 or Python 3.3+
- [Tensorflow](https://www.tensorflow.org/)
- [SciPy](http://www.scipy.org/install.html)<commit_msg>README update<commit_after>DCGAN in Tensorflow
====================

Tensorflow implementation of [Deep Convolutional Generative Adversarial Networks](http://arxiv.org/abs/1511.06434) which is a stabilize Generative Adversarial Networks. The referenced torch code can be found [here](https://github.com/soumith/dcgan.torch).

![alt tag](DCGAN.png)

*To avoid the fast convergence of D (discriminator) network, G (generatior) network is updatesd twice for each D network update which is a different from original paper.*


Online Demo
-----------

[<img src="https://raw.githubusercontent.com/carpedm20/blog/master/content/images/face.png">](http://carpedm20.github.io/faces/)

[link](http://carpedm20.github.io/faces/)


Prerequisites
-------------

- Python 2.7 or Python 3.3+
- [Tensorflow](https://www.tensorflow.org/)
- [SciPy](http://www.scipy.org/install.html)
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