diff --git a/hassio/dock/__init__.py b/hassio/dock/__init__.py
index 2339d3917..386627834 100644
--- a/hassio/dock/__init__.py
+++ b/hassio/dock/__init__.py
@@ -203,6 +203,8 @@ class DockerBase(object):
                 image="{}:latest".format(self.image), force=True)
             self.dock.images.remove(
                 image="{}:{}".format(self.image, self.version), force=True)
+        except docker.errors.ImageNotFound:
+            return True
         except docker.errors.DockerException as err:
             _LOGGER.warning("Can't remove image %s -> %s", self.image, err)
             return False