You are viewing a plain text version of this content. The canonical link for it is here.

Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/10/18 01:19:14 UTC

[GitHub] aaronmarkham commented on a change in pull request #12790: Extending the DCGAN example implemented by gluon API to provide a more straight-forward evaluation on the generated image

aaronmarkham commented on a change in pull request #12790: Extending the DCGAN example implemented by gluon API to provide a more straight-forward evaluation on the generated image
URL: https://github.com/apache/incubator-mxnet/pull/12790#discussion_r226141790
 
 

 ##########
 File path: example/gluon/DCGAN/README.md
 ##########
 @@ -0,0 +1,52 @@
+# DCGAN in MXNet
+
+[Deep Convolutional Generative Adversarial Networks(DCGAN)](https://arxiv.org/abs/1511.06434) implementation with Apache MXNet GLUON.
+This implementation uses [inception_score](https://github.com/openai/improved-gan) to evaluate the model.
+
+You can use this reference implementation on MNIST and CIFAR10 dataset.
+
+
+#### Generated pic(use dataset cifar10)
+![Generated pic](https://github.com/pengxin99/incubator-mxnet/blob/dcgan-inception_score/example/gluon/DCGAN/pic/fake_img_iter_13900.png)
+
+#### Generated pic(use dataset mnist)
+![Generated pic](https://github.com/pengxin99/incubator-mxnet/blob/dcgan-inception_score/example/gluon/DCGAN/pic/fake_img_iter_21700.png)
+
+#### inception_score in cpu and gpu (the real image`s score is around 3.3)
+CPU & GPU
+
+![inception_socre_with_cpu](https://github.com/pengxin99/incubator-mxnet/blob/dcgan-inception_score/example/gluon/DCGAN/pic/inception_score_cifar10_cpu.png)
+![inception_score_with_gpu](https://github.com/pengxin99/incubator-mxnet/blob/dcgan-inception_score/example/gluon/DCGAN/pic/inception_score_cifar10.png)
 
 Review comment:
   ```suggestion
   ![inception score with GPU](https://github.com/pengxin99/incubator-mxnet/blob/dcgan-inception_score/example/gluon/DCGAN/pic/inception_score_cifar10.png)
   ```

----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on GitHub and use the
URL above to go to the specific comment.
 
For queries about this service, please contact Infrastructure at:
users@infra.apache.org


With regards,
Apache Git Services