diff --git a/docker/models/images.py b/docker/models/images.py
index 757a5a47..53bf24c5 100644
--- a/docker/models/images.py
+++ b/docker/models/images.py
@@ -6,7 +6,7 @@ import six
 
 from ..api import APIClient
 from ..constants import DEFAULT_DATA_CHUNK_SIZE
-from ..errors import BuildError, ImageLoadError, InvalidArgument
+from ..errors import BuildError, ImageLoadError, InvalidArgument, NotFound
 from ..utils import parse_repository_tag
 from ..utils.json_stream import json_stream
 from .resource import Collection, Model
@@ -339,7 +339,7 @@ class ImageCollection(Collection):
             collection=self,
         )
 
-    def list(self, name=None, all=False, filters=None):
+    def list(self, name=None, all=False, filters=None, ignore_removed=False):
         """
         List images on the server.
 
@@ -352,6 +352,10 @@ class ImageCollection(Collection):
                 - ``dangling`` (bool)
                 - `label` (str|list): format either ``"key"``, ``"key=value"``
                     or a list of such.
+            ignore_removed (bool): Ignore failures due to missing images
+                when attempting to inspect images from the original list.
+                Set to ``True`` if race conditions are likely.
+                Default: ``False``
 
         Returns:
             (list of :py:class:`Image`): The images.
@@ -361,7 +365,15 @@ class ImageCollection(Collection):
                 If the server returns an error.
         """
         resp = self.client.api.images(name=name, all=all, filters=filters)
-        return [self.get(r["Id"]) for r in resp]
+        images = []
+        for r in resp:
+            try:
+                images.append(self.get(r['Id']))
+            # a image may have been removed while iterating
+            except NotFound:
+                if not ignore_removed:
+                    raise
+        return images
 
     def load(self, data):
         """
diff --git a/tests/unit/models_images_test.py b/tests/unit/models_images_test.py
index fd894ab7..c7cb531d 100644
--- a/tests/unit/models_images_test.py
+++ b/tests/unit/models_images_test.py
@@ -1,9 +1,12 @@
 import unittest
 import warnings
+import pytest
+import docker
 
 from docker.constants import DEFAULT_DATA_CHUNK_SIZE
 from docker.models.images import Image
 
+
 from .fake_api import FAKE_IMAGE_ID
 from .fake_api_client import make_fake_client
 
@@ -37,6 +40,18 @@ class ImageCollectionTest(unittest.TestCase):
         assert isinstance(images[0], Image)
         assert images[0].id == FAKE_IMAGE_ID
 
+    def test_list_ignore_removed(self):
+        def side_effect(*args, **kwargs):
+            raise docker.errors.NotFound('Image not found')
+        client = make_fake_client({
+            'inspect_image.side_effect': side_effect
+        })
+
+        with pytest.raises(docker.errors.NotFound):
+            client.images.list(all=True, ignore_removed=False)
+
+        assert client.images.list(all=True, ignore_removed=True) == []
+
     def test_load(self):
         client = make_fake_client()
         client.images.load('byte stream')