diff --git a/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/Code.py b/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/Code.py
new file mode 100755
index 000000000..e3f5b5cfc
--- /dev/null
+++ b/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/Code.py
@@ -0,0 +1,32 @@
+#!/usr/bin/env python
+
+# Copyright NumFOCUS
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#        http://www.apache.org/licenses/LICENSE-2.0.txt
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import itk
+import argparse
+
+parser = argparse.ArgumentParser(
+    description="Smoothing Image With Discrete Gaussian Filter."
+)
+parser.add_argument("input_image")
+parser.add_argument("output_image")
+parser.add_argument("sigma", type=float)
+args = parser.parse_args()
+
+image = itk.imread(args.input_image)
+
+smooth_image = itk.discrete_gaussian_image_filter(image, sigma=args.sigma)
+
+itk.imwrite(smooth_image, args.output_image)
diff --git a/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/Documentation.rst b/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/Documentation.rst
index 8ed28e370..185094516 100644
--- a/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/Documentation.rst
+++ b/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/Documentation.rst
@@ -28,6 +28,13 @@ Results
 Code
 ----
 
+Python
+......
+
+.. literalinclude:: Code.py
+   :language: python
+   :lines: 1, 16-
+
 C++
 ...
 
diff --git a/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/SmoothImageWithDiscreteGaussianFilterPython.png.sha512 b/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/SmoothImageWithDiscreteGaussianFilterPython.png.sha512
new file mode 100644
index 000000000..e635ffd95
--- /dev/null
+++ b/src/Filtering/Smoothing/SmoothImageWithDiscreteGaussianFilter/SmoothImageWithDiscreteGaussianFilterPython.png.sha512
@@ -0,0 +1 @@
+14b645d89824bf4c084f1e9daa88b4049b5ff984d2ce900e9208b442d71c4181a834699e94bd58b78a2ecb45e56e65b863dbea057b744f7aef5550b7a0bf3c8b