diff --git a/README.rst b/README.rst
index 6857c72011184ba18f3ff6dacf6f17a61df8c02b..425c752c9b76af5ab84c42763d81e052ddf54e12 100644
--- a/README.rst
+++ b/README.rst
@@ -1,12 +1,12 @@
 .. vim: set fileencoding=utf-8 :
 .. Tue 16 Aug 15:00:20 CEST 2016
 
-.. image:: https://img.shields.io/badge/docs-latest-orange.svg
-   :target: https://www.idiap.ch/software/bob/docs/bob/bob.bio.base/master/index.html
-.. image:: https://gitlab.idiap.ch/bob/bob.bio.base/badges/master/pipeline.svg
-   :target: https://gitlab.idiap.ch/bob/bob.bio.base/commits/master
-.. image:: https://gitlab.idiap.ch/bob/bob.bio.base/badges/master/coverage.svg
-   :target: https://gitlab.idiap.ch/bob/bob.bio.base/commits/master
+.. image:: https://img.shields.io/badge/docs-v7.0.4-orange.svg
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.bio.base/v7.0.4/index.html
+.. image:: https://gitlab.idiap.ch/bob/bob.bio.base/badges/v7.0.4/pipeline.svg
+   :target: https://gitlab.idiap.ch/bob/bob.bio.base/commits/v7.0.4
+.. image:: https://gitlab.idiap.ch/bob/bob.bio.base/badges/v7.0.4/coverage.svg
+   :target: https://gitlab.idiap.ch/bob/bob.bio.base/commits/v7.0.4
 .. image:: https://img.shields.io/badge/gitlab-project-0000c0.svg
    :target: https://gitlab.idiap.ch/bob/bob.bio.base
 
@@ -66,4 +66,4 @@ development `mailing list`_.
 .. _bob: https://www.idiap.ch/software/bob
 .. _installation: https://www.idiap.ch/software/bob/install
 .. _mailing list: https://www.idiap.ch/software/bob/discuss
-.. _user guide: https://www.idiap.ch/software/bob/docs/bob/bob.bio.base/master/index.html
+.. _user guide: https://www.idiap.ch/software/bob/docs/bob/bob.bio.base/v7.0.4/index.html
diff --git a/version.txt b/version.txt
index c514fb69fbb43a1d34348913ceb7bbf2bcf729a8..4489f5a6df8f5576b49daeb9073ce8ed67d17eb1 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-7.0.4b0
+7.0.4