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diff --git a/python/pyarmnn/examples/tests/test_network_executor.py b/python/pyarmnn/examples/tests/test_network_executor.py
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+# Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+# SPDX-License-Identifier: MIT
+
+import os
+
+import cv2
+
+from context import network_executor
+from context import cv_utils
+
+
+def test_execute_network(test_data_folder):
+ model_path = os.path.join(test_data_folder, "ssd_mobilenet_v1.tflite")
+ backends = ["CpuAcc", "CpuRef"]
+
+ executor = network_executor.ArmnnNetworkExecutor(model_path, backends)
+ img = cv2.imread(os.path.join(test_data_folder, "messi5.jpg"))
+ input_tensors = cv_utils.preprocess(img, executor.input_binding_info, True)
+
+ output_result = executor.run(input_tensors)
+
+ # Ensure it detects a person
+ classes = output_result[1]
+ assert classes[0][0] == 0