diff --git a/robots-at-runes/research/dataset/image_0.jpg b/robots-at-runes/research/dataset/image_0.jpg
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deleted file mode 100644
index 8c4920ee54d01c80b212d359a809d9317c2157b7..0000000000000000000000000000000000000000
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diff --git a/robots-at-runes/research/dataset/image_9.jpg b/robots-at-runes/research/dataset/image_9.jpg
deleted file mode 100644
index 14afbaeedd546d5dc5cac6a1f5c8e6880103a532..0000000000000000000000000000000000000000
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diff --git a/robots-at-runes/research/dataset/labels.xml b/robots-at-runes/research/dataset/labels.xml
deleted file mode 100644
index 4feb5cee2f49ffb39cb4360a618ed9eb20f4ebe2..0000000000000000000000000000000000000000
--- a/robots-at-runes/research/dataset/labels.xml
+++ /dev/null
@@ -1,73 +0,0 @@
-<?xml version="1.0" ?>
-<annotations>
-	<object>
-		<filename>image_0.jpg</filename>
-		<xmin>753</xmin>
-		<ymin>831</ymin>
-		<xmax>970</xmax>
-		<ymax>1289</ymax>
-	</object>
-	<object>
-		<filename>image_1.jpg</filename>
-		<xmin>598</xmin>
-		<ymin>192</ymin>
-		<xmax>832</xmax>
-		<ymax>538</ymax>
-	</object>
-	<object>
-		<filename>image_2.jpg</filename>
-		<xmin>190</xmin>
-		<ymin>729</ymin>
-		<xmax>482</xmax>
-		<ymax>1202</ymax>
-	</object>
-	<object>
-		<filename>image_3.jpg</filename>
-		<xmin>11</xmin>
-		<ymin>91</ymin>
-		<xmax>234</xmax>
-		<ymax>461</ymax>
-	</object>
-	<object>
-		<filename>image_4.jpg</filename>
-		<xmin>51</xmin>
-		<ymin>613</ymin>
-		<xmax>359</xmax>
-		<ymax>1106</ymax>
-	</object>
-	<object>
-		<filename>image_5.jpg</filename>
-		<xmin>689</xmin>
-		<ymin>253</ymin>
-		<xmax>890</xmax>
-		<ymax>588</ymax>
-	</object>
-	<object>
-		<filename>image_6.jpg</filename>
-		<xmin>423</xmin>
-		<ymin>1425</ymin>
-		<xmax>678</xmax>
-		<ymax>1790</ymax>
-	</object>
-	<object>
-		<filename>image_7.jpg</filename>
-		<xmin>180</xmin>
-		<ymin>256</ymin>
-		<xmax>484</xmax>
-		<ymax>748</ymax>
-	</object>
-	<object>
-		<filename>image_8.jpg</filename>
-		<xmin>885</xmin>
-		<ymin>1450</ymin>
-		<xmax>1137</xmax>
-		<ymax>1874</ymax>
-	</object>
-	<object>
-		<filename>image_9.jpg</filename>
-		<xmin>292</xmin>
-		<ymin>1497</ymin>
-		<xmax>455</xmax>
-		<ymax>1798</ymax>
-	</object>
-</annotations>
diff --git a/robots-at-runes/research/dataset/superposition/examples/.gitignore b/robots-at-runes/research/dataset/superposition/examples/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..5a10d97c38620fc4a6f8de2a1c1ce2cfd08c80b6
--- /dev/null
+++ b/robots-at-runes/research/dataset/superposition/examples/.gitignore
@@ -0,0 +1,2 @@
+/image_*.jpg
+/labels.xml
\ No newline at end of file
diff --git a/robots-at-runes/research/images_sup/back1.jpg b/robots-at-runes/research/dataset/superposition/examples/back1.jpg
similarity index 100%
rename from robots-at-runes/research/images_sup/back1.jpg
rename to robots-at-runes/research/dataset/superposition/examples/back1.jpg
diff --git a/robots-at-runes/research/images_sup/logo.png b/robots-at-runes/research/dataset/superposition/examples/logo.png
similarity index 100%
rename from robots-at-runes/research/images_sup/logo.png
rename to robots-at-runes/research/dataset/superposition/examples/logo.png
diff --git a/robots-at-runes/research/superposition.py b/robots-at-runes/research/dataset/superposition/superposition.py
similarity index 92%
rename from robots-at-runes/research/superposition.py
rename to robots-at-runes/research/dataset/superposition/superposition.py
index 2a5b80e6d070bd0dd3764aa19aac16f3a943e648..dc164893b69f52e54d5a445b57a37e72264f9bfa 100644
--- a/robots-at-runes/research/superposition.py
+++ b/robots-at-runes/research/dataset/superposition/superposition.py
@@ -8,6 +8,8 @@ import matplotlib.pyplot as plt
 import numpy as np
 from imutils import rotate_bound
 
+EXAMPLES_DIR = Path(__file__).parent / "examples"
+
 # Facteur de redimensionnement. La taille de l'image sera divisée ou multipliée par ce chiffre au maximum
 FACT_RESIZE = 1
 
@@ -105,19 +107,19 @@ def rotate_percentage(img_base, percent):
     return rotate_bound(img_base, angle)
 
 
-path_background = "images_sup/back1.jpg"
-path_sticker = "images_sup/logo.png"
+path_background = EXAMPLES_DIR / "back1.jpg"
+path_sticker = EXAMPLES_DIR / "logo.png"
 
-background = preprocess_background(path_background)
-sticker = preprocess_sticker(path_sticker)
+background = preprocess_background(str(path_background))
+sticker = preprocess_sticker(str(path_sticker))
 
 labels = []
 filenames = []
 for i in range(10):
-    folder = "dataset/"
+    folder = EXAMPLES_DIR
     filename = "image_" + str(i) + ".jpg"
     filenames.append(filename)
-    _, label = generate_one(background, sticker, to_print=False, save_name=folder + filename)
+    _, label = generate_one(background, sticker, to_print=False, save_name=str(folder / filename))
     labels.append(label)
 
 
@@ -138,7 +140,7 @@ for i, [xmin, ymin, xmax, ymax] in enumerate(labels):
 
 dom = parseString(ET.tostring(data).decode("utf-8"))
 pretty_xml = dom.toprettyxml()
-myfile = Path("dataset/labels.xml")
+myfile = EXAMPLES_DIR / "labels.xml"
 myfile.write_text(pretty_xml)
 
 # with open('dataset/labels.txt', 'w') as f: