One pf the best GAN architecture currenttly - BigGan
https://openreview.net/pdf?id=B1xsqj09Fm
and here you can try it
https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/biggan_generation_with_tf_hub.ipynb#scrollTo=JJrTM6hAi0CJ
https://openreview.net/pdf?id=B1xsqj09Fm
and here you can try it
https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/biggan_generation_with_tf_hub.ipynb#scrollTo=JJrTM6hAi0CJ