diff --git a/model_zoo/official/cv/deeplabv3/mindspore_hub_conf.py b/model_zoo/official/cv/deeplabv3/mindspore_hub_conf.py
new file mode 100644
index 0000000000..70e8faec43
--- /dev/null
+++ b/model_zoo/official/cv/deeplabv3/mindspore_hub_conf.py
@@ -0,0 +1,27 @@
+# Copyright 2020 Huawei Technologies Co., Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ============================================================================
+"""hub config."""
+from src.nets import net_factory
+
+def create_network(name, *args, **kwargs):
+    freeze_bn = True
+    num_classes = 21
+    if name == 'deeplab_v3_s16':
+        deeplab_v3_s16_network = net_factory.nets_map["deeplab_v3_s16"]('eval', num_classes, 16, freeze_bn)
+        return deeplab_v3_s16_network(*args, **kwargs)
+    if name == 'deeplab_v3_s8':
+        deeplab_v3_s8_network = net_factory.nets_map["deeplab_v3_s8"]('eval', num_classes, 8, freeze_bn)
+        return deeplab_v3_s8_network(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")