Merge branch 'master' of https://gitbox.apache.org/repos/asf/incubator-singa
diff --git a/README.md b/README.md
index 65fca19..686179f 100644
--- a/README.md
+++ b/README.md
@@ -20,6 +20,8 @@
[](https://travis-ci.org/apache/incubator-singa)

+[](https://twitter.com/ApacheSinga)
+[](https://hub.docker.com/r/apache/singa/)
Distributed deep learning system
diff --git a/doc/_templates/layout.html b/doc/_templates/layout.html
index cceef1e..01ce2a0 100755
--- a/doc/_templates/layout.html
+++ b/doc/_templates/layout.html
@@ -56,7 +56,7 @@
<a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
<a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+ <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
<a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
<a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
<a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
diff --git a/doc/en/index.rst b/doc/en/index.rst
index 056595c..b92a618 100644
--- a/doc/en/index.rst
+++ b/doc/en/index.rst
@@ -65,7 +65,7 @@
---------------
* `Install SINGA <docs/installation.html>`_ via conda, apt-get, or from source.
-* Try SINGA on `AWS <https://aws.amazon.com/marketplace/pp/B01NAUAWZW>`_ or via `Docker <https://hub.docker.com/r/nusdbsystem/singa/>`_.
+* Try SINGA on `AWS <https://aws.amazon.com/marketplace/pp/B01NAUAWZW>`_ or via `Docker <https://hub.docker.com/r/apache/singa/>`_.
* Refer to the `Jupyter notebooks <http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb>`_ for some basic examples and the `model zoo page <./docs/model_zoo/index.html>`_ for more examples.