diff --git a/README.rst b/README.rst
index cd0d2b6ba04f633cee2d111456742437ed87ee84..1cd308b16daa7a9ad2310f18ad13b180cff5fef3 100644
--- a/README.rst
+++ b/README.rst
@@ -5,8 +5,8 @@
    :target: http://pythonhosted.org/bob.db.utfvp/index.html
 .. image:: http://img.shields.io/badge/docs-latest-orange.png
    :target: https://www.idiap.ch/software/bob/docs/latest/bob/bob.db.utfvp/master/index.html
-.. image:: https://gitlab.idiap.ch/bob/bob.db.utfvp/badges/master/build.svg
-   :target: https://gitlab.idiap.ch/bob/bob.db.utfvp/commits/master
+.. image:: https://gitlab.idiap.ch/bob/bob.db.utfvp/badges/v2.3.1/build.svg
+   :target: https://gitlab.idiap.ch/bob/bob.db.utfvp/commits/v2.3.1
 .. image:: https://img.shields.io/badge/gitlab-project-0000c0.svg
    :target: https://gitlab.idiap.ch/bob/bob.db.utfvp
 .. image:: http://img.shields.io/pypi/v/bob.db.utfvp.png
diff --git a/version.txt b/version.txt
index ba69f9e457892274f16f3bf6acd21364b7ed2b93..a6254504e40175d135cea7feb34ad31fa0d0bca3 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-2.3.1a0
\ No newline at end of file
+2.3.1
\ No newline at end of file