diff --git a/paddlehub/compat/module/module_v1.py b/paddlehub/compat/module/module_v1.py
index ea2f555a5cc7c496526dfa4ccd14bf83aa0410de..8d856b5c6bd67f9ab54021f4daafdd4cb3d5e3f6 100644
--- a/paddlehub/compat/module/module_v1.py
+++ b/paddlehub/compat/module/module_v1.py
@@ -180,6 +180,14 @@ class ModuleV1(object):
     @classmethod
     def load(cls, directory: str) -> EasyDict:
         module_info = cls.load_module_info(directory)
+
+        # Generate a uuid based on the class information, and dynamically create a new type.
+        # If we do not do this, the information generated later will overwrite the information
+        # previously generated.
+        cls_uuid = utils.md5(module_info.name + module_info.author + module_info.author_email + module_info.type +
+                             module_info.summary + module_info.version + directory)
+        cls = type(cls_uuid, (cls, ), {})
+
         cls.name = module_info.name
         cls.author = module_info.author
         cls.author_email = module_info.author_email
diff --git a/paddlehub/module/manager.py b/paddlehub/module/manager.py
index e59893b076a99611835868908f8fe9e6e2d0bec5..6a66f16c696bc7a7ad511f26e750ef9de6f0db28 100644
--- a/paddlehub/module/manager.py
+++ b/paddlehub/module/manager.py
@@ -234,7 +234,11 @@ class LocalModuleManager(object):
         '''List all installed HubModule.'''
         for subdir in os.listdir(self.home):
             fulldir = os.path.join(self.home, subdir)
-            self._local_modules[subdir] = HubModule.load(fulldir)
+            try:
+                self._local_modules[subdir] = HubModule.load(fulldir)
+            except:
+                log.logger.warning('An error was encountered while loading {}'.format(subdir))
+
         return [module for module in self._local_modules.values()]
 
     def _install_from_url(self, url: str) -> HubModule: