diff --git a/README.rst b/README.rst
index cdac828eb3e3dcb946684118246f940c5cc0e103..1e569a9879600fd47187856a5262c5f15cddfb0c 100644
--- a/README.rst
+++ b/README.rst
@@ -2,9 +2,9 @@
 .. Sat  3 Dec 20:18:15 2016 CET
 
 .. image:: http://img.shields.io/badge/docs-stable-yellow.svg
-   :target: http://pythonhosted.org/bob.ip.facelandmarks/index.html
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.ip.facelandmarks/stable/index.html
 .. image:: http://img.shields.io/badge/docs-latest-orange.svg
-   :target: https://www.idiap.ch/software/bob/docs/latest/bob/bob.ip.facelandmarks/master/index.html
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.ip.facelandmarks/master/index.html
 .. image:: https://gitlab.idiap.ch/bob/bob.ip.facelandmarks/badges/master/build.svg
    :target: https://gitlab.idiap.ch/bob/bob.ip.facelandmarks/commits/master
 .. image:: https://gitlab.idiap.ch/bob/bob.ip.facelandmarks/badges/master/coverage.svg
@@ -13,8 +13,6 @@
    :target: https://gitlab.idiap.ch/bob/bob.ip.facelandmarks
 .. image:: http://img.shields.io/pypi/v/bob.ip.facelandmarks.svg
    :target: https://pypi.python.org/pypi/bob.ip.facelandmarks
-.. image:: http://img.shields.io/pypi/dm/bob.ip.facelandmarks.svg
-   :target: https://pypi.python.org/pypi/bob.ip.facelandmarks
 
 
 ================================================
@@ -29,7 +27,7 @@ detection library) via Bob.
 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.ip.facelandmarks