From 7239c469f8333c495a45bd550ac2dedc77a56022 Mon Sep 17 00:00:00 2001
From: Manuel Guenther <manuel.guenther@idiap.ch>
Date: Mon, 29 Jun 2015 16:17:36 +0200
Subject: [PATCH] Updated README

---
 README.rst | 59 +++++++++++++++++++++++++++++++++++-------------------
 1 file changed, 38 insertions(+), 21 deletions(-)

diff --git a/README.rst b/README.rst
index 4be01ae..77ac99e 100644
--- a/README.rst
+++ b/README.rst
@@ -1,28 +1,45 @@
-Example buildout environment
-============================
+.. vim: set fileencoding=utf-8 :
+.. Andre Anjos <andre.anjos@idiap.ch>
+.. Thu 30 Jan 08:46:53 2014 CET
 
-This simple example demonstrates how to wrap Bob-based scripts on buildout
-environments. This may be useful for homework assignments, tests or as a way to
-distribute code to reproduce your publication. In summary, if you need to give
-out code to others, we recommend you do it following this template so your code
-can be tested, documented and run in an orderly fashion.
+.. image:: http://img.shields.io/badge/docs-stable-yellow.png
+   :target: http://pythonhosted.org/bob.bio.gmm/index.html
+.. image:: http://img.shields.io/badge/docs-latest-orange.png
+   :target: https://www.idiap.ch/software/bob/docs/latest/bioidiap/bob.bio.gmm/master/index.html
+.. image:: http://travis-ci.org/bioidiap/bob.bio.gmm.svg?branch=master
+   :target: https://travis-ci.org/bioidiap/bob.bio.gmm?branch=master
+.. image:: https://coveralls.io/repos/bioidiap/bob.bio.gmm/badge.png?branch=master
+   :target: https://coveralls.io/r/bioidiap/bob.bio.gmm?branch=master
+.. image:: https://img.shields.io/badge/github-master-0000c0.png
+   :target: https://github.com/bioidiap/bob.bio.gmm/tree/master
+.. image:: http://img.shields.io/pypi/v/bob.bio.gmm.png
+   :target: https://pypi.python.org/pypi/bob.bio.gmm
+.. image:: http://img.shields.io/pypi/dm/bob.bio.gmm.png
+   :target: https://pypi.python.org/pypi/bob.bio.gmm
 
-Installation
-------------
+=============================================
+ Run Gaussian mixture model based algorithms
+=============================================
+
+This package is part of the ``bob.bio`` packages, which allow to run comparable and reproducible biometric recognition experiments on publicly available databases.
 
-.. note::
+This package contains functionality to run biometric recognition algorithms based on Gaussian mixture models (GMMs).
+It is an extension to the `bob.bio.base <http://pypi.python.org/pypi/bob.bio.base>`_ package, which provides the basic scripts.
+In this package, utilities that are specific for using GMM-based algorithms are defined:
 
-  To follow these instructions locally you will need a local copy of this
-  package. For that, you can use the github tarball API to download the package::
+* Recognition algorithms based on Gaussian mixture models
+* Scripts to run the training of these algorithms in parallel
 
-    $ wget --no-check-certificate https://github.com/idiap/bob.project.example/tarball/master -O- | tar xz
-    $ mv idiap-bob.project* bob.project.example
 
-Documentation and Further Information
--------------------------------------
+Installation
+------------
+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.
+
+Documentation
+-------------
+For further documentation on this package, please read the `Stable Version <http://pythonhosted.org/bob.bio.gmm/index.html>`_ or the `Latest Version <https://www.idiap.ch/software/bob/docs/latest/bioidiap/bob.bio.gmm/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.
 
-Please refer to the latest Bob user guide, accessing from the `Bob website
-<http://idiap.github.com/bob/>`_ for how to create your own packages based on
-this example. In particular, the Section entitled `Organize Your Work in
-Satellite Packages <http://www.idiap.ch/software/bob/docs/releases/last/sphinx/html/OrganizeYourCode.html>`_
-contains details on how to setup, build and roll out your code.
+.. _bob: https://www.idiap.ch/software/bob
-- 
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