diff --git a/image-processing/2-BilateralFilter/python/gaussianFilter.py b/image-processing/2-BilateralFilter/python/gaussianFilter.py
new file mode 100644
index 0000000..15f36fb
--- /dev/null
+++ b/image-processing/2-BilateralFilter/python/gaussianFilter.py
@@ -0,0 +1,34 @@
+import numpy as np
+import cv2
+
+PATH="../"
+
+# Load an color image
+source = cv2.imread(PATH+'pexelA-0.png',cv2.IMREAD_COLOR)
+print("Source image " + str(source.shape))
+
+# Load an color image
+target = cv2.imread(PATH+'pexelB-0.png',cv2.IMREAD_COLOR)
+print("Target image " + str(target.shape))
+
+cv2.imshow('source',source)
+cv2.waitKey(0)
+cv2.destroyAllWindows()
+
+cv2.imshow('target',target)
+cv2.waitKey(0)
+cv2.destroyAllWindows()
+
+
+##Swapping the channels
+output = source
+rows,cols,nbchannels = source.shape
+
+for i in range(rows):
+  for j in range(cols):
+     color = source[i,j]
+     color2 = [color[2], color[1], color[0]]
+     output[i,j]=color2;
+
+print("Saving the output")
+cv2.imwrite('output.png',output)