diff --git a/deepclean/__main__.py b/deepclean/__main__.py
index c004e04f3f85ff2778fc683d021b5e2622d39602..8c690ca62a5404b7b325f472d75101f0180b3128 100644
--- a/deepclean/__main__.py
+++ b/deepclean/__main__.py
@@ -46,7 +46,7 @@ def exclude(images, excludes, verbose):
 
 def not_in_use(client, images, verbose):
     """Return the images that aren't in use by containers right now."""
-    in_use_images = [c.image.id for c in client.containers.list()]
+    in_use_images = [c.image.id for c in client.containers.list(all=True)]
     not_in_use_images = images.copy()
     # pylint: disable=invalid-name
     for Id in in_use_images:  # noqa: N806