diff --git a/README.rst b/README.rst
index 3d97c36eceac13882a5d551c09b9a5fd167dc0d2..3cbd3e83508b368e2733b3b547ae0e2a67499fb0 100644
--- a/README.rst
+++ b/README.rst
@@ -1,12 +1,12 @@
 .. vim: set fileencoding=utf-8 :
 .. Mon 15 Aug 2016 09:48:28 CEST
 
-.. image:: https://img.shields.io/badge/docs-latest-orange.svg
-   :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.em/master/index.html
-.. image:: https://gitlab.idiap.ch/bob/bob.learn.em/badges/master/pipeline.svg
-   :target: https://gitlab.idiap.ch/bob/bob.learn.em/commits/master
-.. image:: https://gitlab.idiap.ch/bob/bob.learn.em/badges/master/coverage.svg
-   :target: https://gitlab.idiap.ch/bob/bob.learn.em/commits/master
+.. image:: https://img.shields.io/badge/docs-v3.1.0-orange.svg
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.em/v3.1.0/index.html
+.. image:: https://gitlab.idiap.ch/bob/bob.learn.em/badges/v3.1.0/pipeline.svg
+   :target: https://gitlab.idiap.ch/bob/bob.learn.em/commits/v3.1.0
+.. image:: https://gitlab.idiap.ch/bob/bob.learn.em/badges/v3.1.0/coverage.svg
+   :target: https://gitlab.idiap.ch/bob/bob.learn.em/commits/v3.1.0
 .. image:: https://img.shields.io/badge/gitlab-project-0000c0.svg
    :target: https://gitlab.idiap.ch/bob/bob.learn.em
 
diff --git a/version.txt b/version.txt
index 30ac45c269bb662f948cac1891544bf88d70ae7b..fd2a01863fdd3035fac5918c59666363544bfe23 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-3.0.5b1
+3.1.0