diff --git a/README.rst b/README.rst
index 97705edd9dde99058e00b6138bcf8769b2bb6b19..1590ff307abc8d95a522256b34fe2ee9afd0d4d7 100644
--- a/README.rst
+++ b/README.rst
@@ -1,48 +1,48 @@
 .. vim: set fileencoding=utf-8 :
-.. Amir Mohammadi <amir.mohammadi@idiap.ch>
+.. Tue Jan 31 17:29:53 CET 2017
 
-.. image:: http://img.shields.io/badge/docs-stable-yellow.png
+.. image:: http://img.shields.io/badge/docs-stable-yellow.svg
    :target: http://pythonhosted.org/bob.fusion.base/index.html
-.. image:: http://img.shields.io/badge/docs-latest-orange.png
-   :target: https://www.idiap.ch/software/bob/docs/latest/bioidiap/bob.fusion.base/master/index.html
-.. image:: http://travis-ci.org/bioidiap/bob.fusion.base.svg?branch=master
-   :target: https://travis-ci.org/bioidiap/bob.fusion.base?branch=master
-.. image:: https://coveralls.io/repos/bioidiap/bob.fusion.base/badge.svg?branch=master
-   :target: https://coveralls.io/r/bioidiap/bob.fusion.base?branch=master
-.. image:: https://img.shields.io/badge/github-master-0000c0.png
-   :target: https://github.com/bioidiap/bob.fusion.base/tree/master
-.. image:: http://img.shields.io/pypi/v/bob.fusion.base.png
+.. image:: http://img.shields.io/badge/docs-latest-orange.svg
+   :target: https://www.idiap.ch/software/bob/docs/latest/bob/bob.fusion.base/master/index.html
+.. image:: https://gitlab.idiap.ch/bob/bob.fusion.base/badges/master/build.svg
+   :target: https://gitlab.idiap.ch/bob/bob.fusion.base/commits/master
+.. image:: https://img.shields.io/badge/gitlab-project-0000c0.svg
+   :target: https://gitlab.idiap.ch/bob/bob.fusion.base
+.. image:: http://img.shields.io/pypi/v/bob.fusion.base.svg
    :target: https://pypi.python.org/pypi/bob.fusion.base
-.. image:: http://img.shields.io/pypi/dm/bob.fusion.base.png
+.. image:: http://img.shields.io/pypi/dm/bob.fusion.base.svg
    :target: https://pypi.python.org/pypi/bob.fusion.base
 
-====================================================================
- Scripts to run score fusion in biometric recognition experiments
-====================================================================
 
-This package is part of the ``bob.fusion`` packages, which allow to run comparable and reproducible score fusion in biometric recognition experiments.
+=======================================
+ Score fusion in biometric experiments
+=======================================
 
-This package contains basic functionality to run score fusion in biometric recognition experiments.
-It provides a generic ``./bin/fuse.py`` script that takes several parameters, including:
-
-* A list of score files
-* A classification algorithm
-* A list of preprocessors.
-
-All these steps of the score fusion in biometric recognition system are given as configuration files.
+This package is part of the signal-processing and machine learning toolbox
+Bob_. It runs score fusin in biometric experiments using various algorithms. It
+provides several algorithms and scripts to be used for running and reporting
+fusion experiments.
 
 
 Installation
 ------------
-To create your own working package using one or more of the ``bob.fusion`` packages, please follow the `Installation Instructions <http://pythonhosted.org/bob.fusion.base/installation.html>`__ of the ``bob.fusion`` packages.
 
-To install this package -- alone or together with other `Packages of Bob <https://github.com/idiap/bob/wiki/Packages>`_ -- please read the `Installation Instructions <https://github.com/idiap/bob/wiki/Installation>`__.
-For Bob_ to be able to work properly, some dependent packages are required to be installed.
-Please make sure that you have read the `Dependencies <https://github.com/idiap/bob/wiki/Dependencies>`_ for your operating system.
+Follow our `installation`_ instructions. Then, using the Python interpreter
+provided by the distribution, bootstrap and buildout this package::
+
+  $ python bootstrap-buildout.py
+  $ ./bin/buildout
+
+
+Contact
+-------
+
+For questions or reporting issues to this software package, contact our
+development `mailing list`_.
 
-Documentation
--------------
-For further documentation on this package, please read the `Stable Version <http://pythonhosted.org/bob.fusion.base/index.html>`_ or the `Latest Version <https://www.idiap.ch/software/bob/docs/latest/bioidiap/bob.fusion.base/master/index.html>`_ of the documentation.
-For a list of tutorials on this or the other packages ob Bob_, or information on submitting issues, asking questions and starting discussions, please visit its website.
 
+.. Place your references here:
 .. _bob: https://www.idiap.ch/software/bob
+.. _installation: https://www.idiap.ch/software/bob/install
+.. _mailing list: https://www.idiap.ch/software/bob/discuss