diff --git a/README.rst b/README.rst
index 1adb67e..ab5d6bd 100644
--- a/README.rst
+++ b/README.rst
@@ -1,12 +1,12 @@
 Retrying
 =========================
-.. image:: https://travis-ci.org/rholder/retrying.png?branch=master
-    :target: https://travis-ci.org/rholder/retrying
-
-.. image:: https://badge.fury.io/py/retrying.png
+.. image:: https://img.shields.io/pypi/v/retrying.svg
     :target: https://pypi.python.org/pypi/retrying
 
-.. image:: https://pypip.in/d/retrying/badge.png
+.. image:: https://img.shields.io/travis/rholder/retrying.svg
+    :target: https://travis-ci.org/rholder/retrying
+
+.. image:: https://img.shields.io/pypi/dm/retrying.svg
     :target: https://pypi.python.org/pypi/retrying
 
 Retrying is an Apache 2.0 licensed general-purpose retrying library, written in
diff --git a/setup.py b/setup.py
index bca3bac..18feb73 100644
--- a/setup.py
+++ b/setup.py
@@ -40,7 +40,7 @@ with open('requirements.txt') as file_requirements:
 
 settings.update(
     name='retrying',
-    version='1.3.3',
+    version='1.3.4-dev',
     description='Retrying',
     long_description=readme + '\n\n' + history,
     author='Ray Holder',