diff --git a/README.rst b/README.rst
index 7223ed392265d33ead0641f89c51f9277af31ed0..eaabe53ca5a31c16c1e2a28aeb96c6642f5c3b74 100644
--- a/README.rst
+++ b/README.rst
@@ -3,14 +3,14 @@
 .. Thu 30 Jan 08:46:53 2014 CET
 
 
-.. image:: http://img.shields.io/badge/docs-stable-yellow.png
-   :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.tensorflow/stable/index.html
+.. image:: http://img.shields.io/badge/docs-v1.0.4-yellow.png
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.tensorflow/v1.0.4/index.html
 .. image:: http://img.shields.io/badge/docs-latest-orange.png
    :target: http://beatubulatest.lab.idiap.ch/private/docs/bob/bob.learn.tensorflow/master/index.html
-.. image:: https://gitlab.idiap.ch/bob/bob.learn.tensorflow/badges/master/build.svg
-   :target: https://gitlab.idiap.ch/bob/bob.learn.tensorflow/commits/master
-.. image:: https://gitlab.idiap.ch/bob/bob.learn.tensorflow/badges/master/coverage.svg
-   :target: https://gitlab.idiap.ch/bob/bob.learn.tensorflow/commits/master
+.. image:: https://gitlab.idiap.ch/bob/bob.learn.tensorflow/badges/v1.0.4/build.svg
+   :target: https://gitlab.idiap.ch/bob/bob.learn.tensorflow/commits/v1.0.4
+.. image:: https://gitlab.idiap.ch/bob/bob.learn.tensorflow/badges/v1.0.4/coverage.svg
+   :target: https://gitlab.idiap.ch/bob/bob.learn.tensorflow/commits/v1.0.4
 .. image:: https://img.shields.io/badge/gitlab-project-0000c0.svg
    :target: https://gitlab.idiap.ch/bob/bob.learn.tensorflow
 .. image:: http://img.shields.io/pypi/v/bob.learn.tensorflow.png
diff --git a/version.txt b/version.txt
index 0b99eb4e8a1ff424feaf9170ae236b9f1d38984b..a6a3a43c3a047ed2e5fc158b685fcbf65dbc5426 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-1.0.4b0
+1.0.4
\ No newline at end of file