diff --git a/docker/models/images.py b/docker/models/images.py
index 4f058d24d9..0e8cce3f82 100644
--- a/docker/models/images.py
+++ b/docker/models/images.py
@@ -407,8 +407,8 @@ def load(self, data):
                 if match:
                     image_id = match.group(2)
                     images.append(image_id)
-            if 'error' in chunk:
-                raise ImageLoadError(chunk['error'])
+            if 'errorDetail' in chunk:
+                raise ImageLoadError(chunk['errorDetail']['message'])
 
         return [self.get(i) for i in images]