diff --git a/dragonflow/tests/fullstack/test_objects.py b/dragonflow/tests/fullstack/test_objects.py
index 95aee2004..6c6e89be3 100644
--- a/dragonflow/tests/fullstack/test_objects.py
+++ b/dragonflow/tests/fullstack/test_objects.py
@@ -289,8 +289,16 @@ class VMTestObj(object):
         self.nova = clients.get_nova_client_from_cloud_config()
 
     def create(self, network=None, script=None, security_groups=None,
-               net_address=None):
-        image = self.nova.glance.find_image("cirros-0.4.0-x86_64-disk")
+               net_address=None, vm_image=None):
+        if vm_image:
+            image = self.nova.glance.find_image(vm_image)
+        else:
+            # As we are running in test environment, it would be safe to assume
+            # we only have one image, which is the image we want to use.
+            # Taking the first image is safe enough in this case
+            images = self.nova.glance.list()
+            assert images
+            image = images[0]
         self.parent.assertIsNotNone(image)
         flavor = self.nova.flavors.find(name="m1.tiny")
         self.parent.assertIsNotNone(flavor)