diff --git a/Python/opencv-image-processing/Hough_probablistic_transform.py b/Python/opencv-image-processing/Hough_probablistic_transform.py
new file mode 100644
index 00000000..ea2be1ef
--- /dev/null
+++ b/Python/opencv-image-processing/Hough_probablistic_transform.py
@@ -0,0 +1,17 @@
+import cv2
+import numpy as np
+
+img = cv2.imread('images/roads.png')
+gray = cv2.cvtColor(img,cv2.COLOR_BGR2GRAY)
+edges = cv2.Canny(img,50,150,apertureSize = 3)
+cv2.imshow('Edges',edges)
+lines = cv2.HoughLinesP(edges, 1 ,np.pi/180,100,minLineLength = 100,
+                        maxLineGap = 10)
+
+for line in lines:
+    x1,y1,x2,y2 = line[0]
+    cv2.line(img,(x1,y1),(x2,y2),(0,255,0),2)
+    
+cv2.imshow('image',img)
+k = cv2.waitKey(0)
+cv2.destroyAllWindows()
\ No newline at end of file
diff --git a/Python/opencv-image-processing/images/roads.png b/Python/opencv-image-processing/images/roads.png
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diff --git a/Python/opencv-image-processing/images/smarties.png b/Python/opencv-image-processing/images/smarties.png
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