diff --git a/vision/google/cloud/vision/annotations.py b/vision/google/cloud/vision/annotations.py
index a19527a96c11..2348d2361731 100644
--- a/vision/google/cloud/vision/annotations.py
+++ b/vision/google/cloud/vision/annotations.py
@@ -91,6 +91,7 @@ def from_api_repr(cls, response):
             _KEY_MAP[feature_type]: _entity_from_response_type(
                 feature_type, annotation)
             for feature_type, annotation in six.iteritems(response)
+            if feature_type in _KEY_MAP
         }
         return cls(**annotations)
 
diff --git a/vision/unit_tests/test_annotations.py b/vision/unit_tests/test_annotations.py
index 68a270e3122d..2a5fb5b8ca92 100644
--- a/vision/unit_tests/test_annotations.py
+++ b/vision/unit_tests/test_annotations.py
@@ -66,6 +66,15 @@ def test_ctor(self):
         self.assertEqual(annotations.safe_searches, [True])
         self.assertEqual(annotations.texts, [True])
 
+    def test_unsupported_http_annotation(self):
+        returned = {
+            'responses': [
+                {'someMadeUpAnnotation': None},
+            ],
+        }
+        annotation = self._get_target_class().from_api_repr(returned)
+        self.assertIsInstance(annotation, self._get_target_class())
+
     def test_from_pb(self):
         from google.cloud.vision.likelihood import Likelihood
         from google.cloud.vision.safe_search import SafeSearchAnnotation