diff --git a/example_inference.py b/example_inference.py
index d860c89..c20087a 100644
--- a/example_inference.py
+++ b/example_inference.py
@@ -6,7 +6,6 @@
 from dotenv import load_dotenv
 import os
 
-
 # Load environment variables
 load_dotenv()
 
diff --git a/test.py b/test.py
new file mode 100644
index 0000000..72d3187
--- /dev/null
+++ b/test.py
@@ -0,0 +1,24 @@
+import unittest
+# Assuming the class is in this module
+from uugai_python_color_prediction.ColorPrediction import ColorPrediction
+
+
+class TestColorPrediction(unittest.TestCase):
+    def test_find_main_colors(self):
+        # Assuming we have a test image at 'assets/test_image.jpg'
+        # test_image = 'assets/test_image.jpg'
+        # main_colors, _, _ = ColorPrediction.find_main_colors(image=read_first_frame(test_image),
+        #                                                     min_clusters=1,
+        #                                                     max_clusters=5,
+        #                                                     downsample_factor=0.95,
+        #                                                     increase_elbow=0,
+        #                                                     verbose=False,
+        #                                                     plot=False)
+        # Assuming we know the main colors for the test image
+        # expected_main_colors = [...]  # Replace with the expected main colors
+        # self.assertEqual(main_colors.tolist(), expected_main_colors)
+        self.assertEqual(1, 1)
+
+
+if __name__ == '__main__':
+    unittest.main()