diff --git a/python/pyarmnn/examples/common/tests/conftest.py b/python/pyarmnn/examples/common/tests/conftest.py
new file mode 100644
index 0000000..5e027a0
--- /dev/null
+++ b/python/pyarmnn/examples/common/tests/conftest.py
@@ -0,0 +1,40 @@
+# Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+# SPDX-License-Identifier: MIT
+
+import os
+import ntpath
+
+import urllib.request
+import zipfile
+
+import pytest
+
+script_dir = os.path.dirname(__file__)
+@pytest.fixture(scope="session")
+def test_data_folder(request):
+    """
+        This fixture returns path to folder with shared test resources among all tests
+    """
+
+    data_dir = os.path.join(script_dir, "testdata")
+    if not os.path.exists(data_dir):
+        os.mkdir(data_dir)
+
+    files_to_download = ["https://raw.githubusercontent.com/opencv/opencv/4.0.0/samples/data/messi5.jpg",
+                         "https://raw.githubusercontent.com/opencv/opencv/4.0.0/samples/data/basketball1.png",
+                         "https://raw.githubusercontent.com/opencv/opencv/4.0.0/samples/data/Megamind.avi",
+                         "https://storage.googleapis.com/download.tensorflow.org/models/tflite/coco_ssd_mobilenet_v1_1.0_quant_2018_06_29.zip"
+                         ]
+
+    for file in files_to_download:
+        path, filename = ntpath.split(file)
+        file_path = os.path.join(data_dir, filename)
+        if not os.path.exists(file_path):
+            print("\nDownloading test file: " + file_path + "\n")
+            urllib.request.urlretrieve(file, file_path)
+
+    # Any unzipping needed, and moving around of files
+    with zipfile.ZipFile(os.path.join(data_dir, "coco_ssd_mobilenet_v1_1.0_quant_2018_06_29.zip"), 'r') as zip_ref:
+        zip_ref.extractall(data_dir)
+
+    return data_dir
diff --git a/python/pyarmnn/examples/common/tests/context.py b/python/pyarmnn/examples/common/tests/context.py
new file mode 100644
index 0000000..72246c0
--- /dev/null
+++ b/python/pyarmnn/examples/common/tests/context.py
@@ -0,0 +1,7 @@
+import os
+import sys
+sys.path.insert(0, os.path.join(os.path.dirname(__file__), '..'))
+
+import cv_utils
+import network_executor
+import utils
diff --git a/python/pyarmnn/examples/common/tests/test_network_executor.py b/python/pyarmnn/examples/common/tests/test_network_executor.py
new file mode 100644
index 0000000..e27b382
--- /dev/null
+++ b/python/pyarmnn/examples/common/tests/test_network_executor.py
@@ -0,0 +1,24 @@
+# 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, "detect.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)
+
+    output_result = executor.run(input_tensors)
+
+    # Ensure it detects a person
+    classes = output_result[1]
+    assert classes[0][0] == 0
diff --git a/python/pyarmnn/examples/common/tests/test_utils.py b/python/pyarmnn/examples/common/tests/test_utils.py
new file mode 100644
index 0000000..28d68ea
--- /dev/null
+++ b/python/pyarmnn/examples/common/tests/test_utils.py
@@ -0,0 +1,19 @@
+# Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+# SPDX-License-Identifier: MIT
+
+import os
+
+from context import cv_utils
+from context import utils
+
+
+def test_get_source_encoding(test_data_folder):
+    video_file = os.path.join(test_data_folder, "Megamind.avi")
+    video, video_writer, frame_count = cv_utils.init_video_file_capture(video_file, "/tmp")
+    assert cv_utils.get_source_encoding_int(video) == 1145656920
+
+
+def test_read_existing_labels_file(test_data_folder):
+    label_file = os.path.join(test_data_folder, "labelmap.txt")
+    labels_map = utils.dict_labels(label_file)
+    assert labels_map is not None