diff --git a/README.rst b/README.rst
index 83eceefe981b96b0973627c56541d01fd939198e..916fe93e51658b5d0ba49e919a546af66e28d893 100644
--- a/README.rst
+++ b/README.rst
@@ -1,14 +1,14 @@
 .. vim: set fileencoding=utf-8 :
 .. Thu Jul 20 12:30:48 CEST 2017
 
-.. image:: https://img.shields.io/badge/docs-v0.0.3-yellow.svg
-   :target: https://www.idiap.ch/software/bob/docs/bob/bob.ip.tensorflow_extractor/v0.0.3/index.html
+.. image:: https://img.shields.io/badge/docs-stable-yellow.svg
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.ip.tensorflow_extractor/stable/index.html
 .. image:: https://img.shields.io/badge/docs-latest-orange.svg
    :target: https://www.idiap.ch/software/bob/docs/bob/bob.ip.tensorflow_extractor/master/index.html
-.. image:: https://gitlab.idiap.ch/bob/bob.ip.tensorflow_extractor/badges/v0.0.3/build.svg
-   :target: https://gitlab.idiap.ch/bob/bob.ip.tensorflow_extractor/commits/v0.0.3
-.. image:: https://gitlab.idiap.ch/bob/bob.ip.tensorflow_extractor/badges/v0.0.3/coverage.svg
-   :target: https://gitlab.idiap.ch/bob/bob.ip.tensorflow_extractor/commits/v0.0.3
+.. image:: https://gitlab.idiap.ch/bob/bob.ip.tensorflow_extractor/badges/master/build.svg
+   :target: https://gitlab.idiap.ch/bob/bob.ip.tensorflow_extractor/commits/master
+.. image:: https://gitlab.idiap.ch/bob/bob.ip.tensorflow_extractor/badges/master/coverage.svg
+   :target: https://gitlab.idiap.ch/bob/bob.ip.tensorflow_extractor/commits/master
 .. image:: https://img.shields.io/badge/gitlab-project-0000c0.svg
    :target: https://gitlab.idiap.ch/bob/bob.ip.tensorflow_extractor
 .. image:: https://img.shields.io/pypi/v/bob.ip.tensorflow_extractor.svg
diff --git a/version.txt b/version.txt
index 6812f8122ef3f5b8c0b989d505b6c2820eee5e77..d5e538b497e35abae05e34f8020c6c1a24c22f02 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-0.0.3
\ No newline at end of file
+0.0.4b0
\ No newline at end of file