diff --git a/.travis.yml b/.travis.yml
index 877962c989df7ffe103e2a02522fc6bc7b450aea..be1533131263ad8e0d294be94a3f107796108144 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -19,11 +19,12 @@ before_install:
   - if [ -n "${NUMPYSPEC}" ]; then sudo apt-get install -qq libatlas-dev libatlas-base-dev liblapack-dev gfortran; fi
   - if [ -n "${NUMPYSPEC}" ]; then pip install --upgrade pip setuptools; fi
   - if [ -n "${NUMPYSPEC}" ]; then pip install --find-links http://wheels.astropy.org/ --find-links http://wheels2.astropy.org/ --use-wheel numpy$NUMPYSPEC sphinx nose; fi
+  - pip install coveralls
 install:
   - "python bootstrap.py"
   - "./bin/buildout"
 script:
   - "./bin/python -c 'from xbob.core import get_config; print(get_config())'"
-  - "./bin/nosetests -sv"
+  - "./bin/coverage run --source=xbob.core ./bin/nosetests -sv"
   - "./bin/sphinx-build -b doctest doc sphinx"
   - "./bin/sphinx-build -b html doc sphinx"
diff --git a/README.rst b/README.rst
index 5e1195d7add143bdc72414d369bd02a852c91b4f..cffa770b3e02621c57154edf6563eb5194922256 100644
--- a/README.rst
+++ b/README.rst
@@ -4,6 +4,14 @@
 
 .. image:: https://travis-ci.org/bioidiap/xbob.core.svg?branch=master
    :target: https://travis-ci.org/bioidiap/xbob.core
+.. image:: https://coveralls.io/repos/bioidiap/xbob.core/badge.png
+   :target: https://coveralls.io/r/bioidiap/xbob.core
+.. image:: http://img.shields.io/github/tag/bioidiap/xbob.core.png
+   :target: https://github.com/bioidiap/xbob.core
+.. image:: http://img.shields.io/pypi/v/xbob.core.png
+   :target: https://pypi.python.org/pypi/xbob.core
+.. image:: http://img.shields.io/pypi/dm/xbob.core.png
+   :target: https://pypi.python.org/pypi/xbob.core
 
 ==============================
  Python bindings for bob.core