diff --git a/README.rst b/README.rst
index 516b2103e583ba60745b76d2c26aff3b1a7f8a95..f4770e00cf571f880580ed96a9edbfa40d9c8558 100644
--- a/README.rst
+++ b/README.rst
@@ -3,9 +3,9 @@
 .. Wed 19 Oct 22:36:22 2016 CET
 
 .. image:: http://img.shields.io/badge/docs-stable-yellow.png
-   :target: http://pythonhosted.org/bob.pad.base/index.html
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.pad.base/stable/index.html
 .. image:: http://img.shields.io/badge/docs-latest-orange.png
-   :target: https://www.idiap.ch/software/bob/docs/latest/bob/bob.pad.base/master/index.html
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.pad.base/master/index.html
 .. image:: https://gitlab.idiap.ch/bob/bob.pad.base/badges/master/build.svg
    :target: https://gitlab.idiap.ch/bob/bob.pad.base/commits/master
 .. image:: https://gitlab.idiap.ch/bob/bob.pad.base/badges/master/coverage.svg
@@ -14,8 +14,6 @@
    :target: https://gitlab.idiap.ch/bob/bob.pad.base
 .. image:: http://img.shields.io/pypi/v/bob.pad.base.png
    :target: https://pypi.python.org/pypi/bob.pad.base
-.. image:: http://img.shields.io/pypi/dm/bob.pad.base.png
-   :target: https://pypi.python.org/pypi/bob.pad.base
 
 ========================================
 Scripts to run anti-spoofing experiments
@@ -41,7 +39,7 @@ be provided by other packages, which are usually in the ``bob.pad`` namespace, l
 Installation
 ------------
 
-Complete Bob's `installation`_ instructions. Then, to install this pacakge,
+Complete Bob's `installation`_ instructions. Then, to install this package,
 run::
 
   $ conda install bob.pad.base
@@ -57,4 +55,4 @@ development `mailing list`_.
 .. Place your references here:
 .. _bob: https://www.idiap.ch/software/bob
 .. _installation: https://gitlab.idiap.ch/bob/bob/wikis/Installation
-.. _mailing list: https://groups.google.com/forum/?fromgroups#!forum/bob-devel
\ No newline at end of file
+.. _mailing list: https://groups.google.com/forum/?fromgroups#!forum/bob-devel