diff --git a/app.py b/app.py
deleted file mode 100644
index e6de4ac..0000000
--- a/app.py
+++ /dev/null
@@ -1,16 +0,0 @@
-"""
-Created on Fri Apr 21 2023
-@name:   app.py
-@desc:   Main file for the application
-@auth:   Djalim Simaila
-@e-mail: djalim.simaila@inrae.fr
-"""
-import sys
-from PyQt5.QtWidgets import QApplication
-from utils.gui.pyqt.main_window.MainWindow import MainWindow
-
-if __name__ == "__main__":
-    app = QApplication(sys.argv)
-    window = MainWindow()
-    window.show()
-    app.exec()
\ No newline at end of file
diff --git a/main.py b/main.py
index a01401a..e6de4ac 100644
--- a/main.py
+++ b/main.py
@@ -1,61 +1,16 @@
-from utils.data_processing.data_processing import get_discrete_data, get_raw_data
-from utils.files import output
-from utils.files.input import ScannedObject
-from utils.math.position_manipulation import verticalise
-import time
+"""
+Created on Fri Apr 21 2023
+@name:   app.py
+@desc:   Main file for the application
+@auth:   Djalim Simaila
+@e-mail: djalim.simaila@inrae.fr
+"""
+import sys
+from PyQt5.QtWidgets import QApplication
+from utils.gui.pyqt.main_window.MainWindow import MainWindow
 
-def main():
-    # Create an object from the given file
-    total_time = time.time()
-    print("Loading file...")
-    t = time.time()
-    obj = ScannedObject.from_obj_file("datasets/Barette/1 - BARETTE.obj")
-    print("File loaded in {} seconds".format(time.time()-t))
-    t = time.time()
-    print("Verticalising object...")
-    verticalise(obj)
-    print("Object verticalised in {} seconds".format(time.time()-t))
-    t = time.time() 
-    print("Normalising object...")
-    obj.normalise()
-    print("Object normalised in {} seconds".format(time.time()-t))
-
-    # Calculate raw data and save it in a file
-    t = time.time()
-    data = get_raw_data(obj, 6,2)
-    print("Raw data calculated in {} seconds".format(time.time()-t))
-    t = time.time()
-    print("Saving data...")
-    output.save_output_file('analyse_brute.txt',
-                             output.format_data(data,
-                                                '\t',
-                                                ["X (en mm)",
-                                                "Y (en mm)",
-                                                "Z (en mm)",
-                                                "teta (en rad)",
-                                                "rayon (en mm)",
-                                                "Xi-Xmoy",
-                                                "Yi-Ymoy"] ))
-    print("Data saved in {} seconds".format(time.time()-t))
-    
-    # Calculate discrete data and save it in a file
-    t = time.time()
-    print("Calculating discrete data...")
-    data = get_discrete_data(obj, 6,2)
-    print("Discrete data calculated in {} seconds".format(time.time()-t))
-    t = time.time()
-    print("Saving data...")
-    output.save_output_file('analyse_rayon.txt',
-                             output.format_data(data,
-                                                '\t',
-                                                ["X moy (en mm)",
-                                                "Y moy (en mm)",
-                                                "Z moy (en mm)",
-                                                "Discretisation(en mm)",
-                                                "Rayon moyen (en mm)",
-                                                "Rayon ecart type (en mm)"] ))
-    print("Data saved in {} seconds".format(time.time()-t))
-    print("Total time : {} seconds".format(time.time()-total_time))
-
-if __name__ == '__main__':
-    main()
\ No newline at end of file
+if __name__ == "__main__":
+    app = QApplication(sys.argv)
+    window = MainWindow()
+    window.show()
+    app.exec()
\ No newline at end of file
diff --git a/test.py b/test.py
deleted file mode 100644
index 2eac71a..0000000
--- a/test.py
+++ /dev/null
@@ -1,38 +0,0 @@
-from utils.files.input import ScannedObject
-from integration_tests import data_test
-
-def test_differences():
-    eps = 0.000001
-    obj = ScannedObject.from_xyz_file("datasets/Barette/4 - BARETTE v1.xyz",
-                                      "datasets/Barette/BARETTE_Delta 1,0_analyse rayon.txt", normalised='z')
-
-    data_test.test_get_raw_data(obj,
-                                "datasets/Barette/BARETTE_Delta 1,0_analyse brute.txt",
-                                eps=eps)
-
-    data_test.test_get_discrete_data(obj,
-                                     "datasets/Barette/BARETTE_Delta 1,0_analyse rayon.txt",
-                                     eps=eps)
-
-
-def show_diff_two_obj():
-    obj1 = ScannedObject.from_obj_file(
-        "datasets/Barette/3 - BARETTE v1.obj", normalised='z')
-    obj2 = ScannedObject.from_xyz_file(
-        "datasets/Barette/4 - BARETTE v1.xyz", normalised='z')
-    obj2verts = obj2.get_vertices(sort=True)
-    for count, values in enumerate(obj1.get_vertices(sort=True)):
-        L = [abs(values[i] - obj2verts[count][i]) for i in range(len(values))]
-        print(*L, sep="\t")
-
-
-def count_elements_in_discrete_array():
-    obj = ScannedObject.from_xyz_file("datasets/Barette/4 - BARETTE v1.xyz",
-                                      "datasets/Barette/BARETTE_Delta 1,0_analyse rayon.txt", normalised='z')
-    cpt = 0
-    for i in obj.bruteforce_discretization():
-        print(f"nb of element in z{cpt} to z{cpt+1}:", len(i))
-        cpt += 1
-
-if __name__ == "__main__":
-    test()
\ No newline at end of file