diff --git a/deepface/models/demography/Race.py b/deepface/models/demography/Race.py
index 4537bed..cec6aaa 100644
--- a/deepface/models/demography/Race.py
+++ b/deepface/models/demography/Race.py
@@ -97,7 +97,7 @@ def load_model(
 
     # --------------------------
 
-    race_model = Model(inputs=model.input, outputs=base_model_output)
+    race_model = Model(inputs=model.inputs, outputs=base_model_output)
 
     # --------------------------