diff --git a/imageEngine/__pycache__/umage.cpython-311.pyc b/imageEngine/__pycache__/umage.cpython-311.pyc
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diff --git a/imageEngine/my_images/aaff8b-TrainerV.rar b/imageEngine/my_images/aaff8b-TrainerV.rar
deleted file mode 100644
index c76f5d6..0000000
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diff --git a/imageEngine/my_images/ovisetup.exe b/imageEngine/my_images/ovisetup.exe
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diff --git a/imageEngine/re_serie_7.py b/imageEngine/re_serie_7.py
index 7730459..7bbe91d 100644
--- a/imageEngine/re_serie_7.py
+++ b/imageEngine/re_serie_7.py
@@ -161,4 +161,14 @@ def filtre_canny(img):
     Jx = convolution(img, mat_x)
     Jy = convolution(img, mat_y)
     normGrad = liste_normGrad(Jx, Jy)
-    
+
+image = um.load("my_images\\Zero_Two_1.jpeg")
+mat_gauss = [
+        [2, 4, 5, 4,2],
+        [4, 9,12, 9,4],
+        [5,12,15,12,5],
+        [4, 9,12, 9,4],
+        [2, 4, 5, 4,2]
+    ]
+image = convolution_gauss(image, mat_gauss)
+um.save(image, "test\\zero_two", "png")