diff --git a/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/Code.py b/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/Code.py
new file mode 100644
index 000000000..93bc78d2d
--- /dev/null
+++ b/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/Code.py
@@ -0,0 +1,30 @@
+import itk
+import argparse
+
+parser = argparse.ArgumentParser(description="Filtering Of An Image with DiscreteGaussianFilter")
+parser.add_argument("input_image")
+parser.add_argument("variance", type=float)
+args = parser.parse_args()
+
+PixelType = itk.F
+
+# Read Image in float data type
+inputImage = itk.imread(args.input_image, PixelType)
+
+# Check some information from the inputImage
+print('Shape ', inputImage.shape)
+print('dtype is ', inputImage.dtype)
+print('type is ', type(inputImage))
+
+variance = args.variance
+filteredImage = itk.discrete_gaussian_image_filter(inputImage, variance=variance)
+
+# Check some information from the filteredImage
+print('Shape ', filteredImage.shape)
+print('dtype is ', filteredImage.dtype)
+print('type is ', type(filteredImage))
+
+# Visualize the result using matplotlib
+import matplotlib.pyplot as plt
+plt.imshow(filteredImage)
+plt.show()