diff --git a/debian/control b/debian/control
index c08dc28..495551a 100644
--- a/debian/control
+++ b/debian/control
@@ -2,13 +2,12 @@ Source: eobuilder
 Maintainer: Frederic Peters <fpeters@entrouvert.com>
 Section: python
 Priority: optional
-Build-Depends: dh-python, python-setuptools (>= 0.6b3), python-all (>= 2.6.6-3), debhelper (>= 9), dh-exec
+Build-Depends: dh-python, python3-setuptools, python3-all, debhelper (>= 9), dh-exec
 Standards-Version: 3.9.6
 Homepage: https://dev.entrouvert.org/projects/eobuilder
-X-Python-Version: >= 2.7
 
 Package: eobuilder
 Architecture: all
-Depends: ${misc:Depends}, ${python:Depends}, pbuilder, cowbuilder
+Depends: ${misc:Depends}, ${python3:Depends}, pbuilder, cowbuilder
 Description: Entr'ouvert Package Builder
 
diff --git a/debian/rules b/debian/rules
index fca22c3..7b87ab7 100755
--- a/debian/rules
+++ b/debian/rules
@@ -1,8 +1,6 @@
 #!/usr/bin/make -f
 
-# This file was automatically generated by stdeb 0.8.5 at
-# Wed, 19 Aug 2015 16:39:17 +0200
 export PYBUILD_NAME=eobuilder
 %:
-	dh $@ --with python2 --buildsystem=pybuild
+	dh $@ --with python3 --buildsystem=pybuild