diff --git a/test/unit_tests/service_estimator_test.py b/test/unit_tests/service_estimator_test.py
index aee2727..7503bd5 100644
--- a/test/unit_tests/service_estimator_test.py
+++ b/test/unit_tests/service_estimator_test.py
@@ -20,6 +20,8 @@ def input_size():
 
 @pytest.fixture(scope="session")
 def keras_model(input_size):
+    import warnings
+    warnings.filterwarnings("ignore", category=DeprecationWarning)
 
     import os
     os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'