diff --git a/image_project/init_image/src/fusionner_horizontalement.py b/image_project/init_image/src/fusionner_horizontalement.py
index b21d473..db6afd1 100644
--- a/image_project/init_image/src/fusionner_horizontalement.py
+++ b/image_project/init_image/src/fusionner_horizontalement.py
@@ -1,4 +1,3 @@
-from .resize_image import redimensionner_image
 from PIL import Image
 import numpy as np
 
@@ -6,9 +5,9 @@ def fusionner_horizontalement(image1, image2):
     image2_redimensionnee = image2
 
     if (image1.size[1] != image2.size[1]):
-        nouvelle_largeur = int(image2.size[0] * (image1.size[1] / image2.size[1]))
-        nouvelle_hauteur = image1.size[1]
-        image2_redimensionnee = redimensionner_image(np.asarray(image2), nouvelle_largeur, nouvelle_hauteur)
+        ratio = image2.height / image2.width
+        new_width = int(image1.height * ratio)
+        image2_redimensionnee = image2.resize((new_width, image1.height))
 
     result = Image.new('RGB', (image1.width + image2_redimensionnee.width, image1.height))
     result.paste(image1, (0, 0))
diff --git a/image_project/init_image/src/fusionner_verticalement.py b/image_project/init_image/src/fusionner_verticalement.py
index 610da00..1a653c6 100644
--- a/image_project/init_image/src/fusionner_verticalement.py
+++ b/image_project/init_image/src/fusionner_verticalement.py
@@ -1,4 +1,3 @@
-from .resize_image import redimensionner_image
 from PIL import Image
 import numpy as np
 
@@ -6,7 +5,10 @@ def fusionner_verticalement(image1, image2):
     image2_redimensionnee = image2
     
     if (image1.size[0] != image2.size[0]):
-        image2_redimensionnee = image2_redimensionnee.resize(image1.size)
+        ratio = image2.width / image2.height
+        
+        new_height = int(image1.width / ratio)
+        image2_redimensionnee = image2.resize((image1.width, new_height))
 
     result = Image.new('RGB', (image1.width, image1.height + image2_redimensionnee.height))
     result.paste(image1, (0, 0))
diff --git a/image_project/media/image_align_h_0.png b/image_project/media/image_align_h_0.png
index 18fd4b8..61721b6 100644
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index 0361e83..597fbb4 100644
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diff --git a/image_project/media/image_align_v_2.png b/image_project/media/image_align_v_2.png
index 25e34e9..0361e83 100644
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index 6ac7e42..597fbb4 100644
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diff --git a/image_project/media/image_classique_0.png b/image_project/media/image_classique_0.png
index 18fd4b8..a91655d 100644
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diff --git a/image_project/media/image_classique_1.png b/image_project/media/image_classique_1.png
index 9f8d106..0361e83 100644
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diff --git a/image_project/media/image_fusion-horizontal.png b/image_project/media/image_fusion-horizontal.png
index 82cf8aa..b4d9fdc 100644
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diff --git a/image_project/media/image_fusion-vertical.png b/image_project/media/image_fusion-vertical.png
index 673c405..3b4d396 100644
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diff --git a/image_project/media/new_gif.gif b/image_project/media/new_gif.gif
index 47e129c..ab81982 100644
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