diff --git a/README.rst b/README.rst
index fbeb2e808515537a553f9bb608ed451bd710dbee..50ab18fc3131d6114772c000891ebf26f7a96958 100644
--- a/README.rst
+++ b/README.rst
@@ -1,14 +1,14 @@
 .. vim: set fileencoding=utf-8 :
 .. Wed 16 May 14:31:20 CEST 2018
 
-.. image:: https://img.shields.io/badge/docs-stable-yellow.svg
-   :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.pytorch/stable/index.html
+.. image:: https://img.shields.io/badge/docs-v0.0.3-yellow.svg
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.pytorch/v0.0.3/index.html
 .. image:: https://img.shields.io/badge/docs-latest-orange.svg
    :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.pytorch/master/index.html
-.. image:: https://gitlab.idiap.ch/bob/bob.learn.pytorch/badges/master/build.svg
-   :target: https://gitlab.idiap.ch/bob/bob.learn.pytorch/commits/master
-.. image:: https://gitlab.idiap.ch/bob/bob.learn.pytorch/badges/master/coverage.svg
-   :target: https://gitlab.idiap.ch/bob/bob.learn.pytorch/commits/master
+.. image:: https://gitlab.idiap.ch/bob/bob.learn.pytorch/badges/v0.0.3/build.svg
+   :target: https://gitlab.idiap.ch/bob/bob.learn.pytorch/commits/v0.0.3
+.. image:: https://gitlab.idiap.ch/bob/bob.learn.pytorch/badges/v0.0.3/coverage.svg
+   :target: https://gitlab.idiap.ch/bob/bob.learn.pytorch/commits/v0.0.3
 .. image:: https://img.shields.io/badge/gitlab-project-0000c0.svg
    :target: https://gitlab.idiap.ch/bob/bob.learn.pytorch
 .. image:: https://img.shields.io/pypi/v/bob.learn.pytorch.svg
diff --git a/version.txt b/version.txt
index a0b9a4e0d1b441864e2d3c2acbd35ef31fc15fac..6812f8122ef3f5b8c0b989d505b6c2820eee5e77 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-0.0.3b0
\ No newline at end of file
+0.0.3
\ No newline at end of file