diff --git a/curvature_label_parallel.py b/curvature_label_parallel.py
index d426f07..d2567cf 100644
--- a/curvature_label_parallel.py
+++ b/curvature_label_parallel.py
@@ -4,8 +4,8 @@ import os
 
 if __name__ == '__main__':
 
-    folder = '/home/workspace/local-data/train'
-    out_folder = '/home/workspace/local-data/train'
+    folder = '/home/workspace/data/dataset/local-cache/train_skirt'
+    out_folder = '/home/workspace/local-data/valid_skirt'
     ids = os.listdir(folder + '/mesh_posed')
 
     count = 0
@@ -14,6 +14,6 @@ if __name__ == '__main__':
     # while count < len(ids):
     while count < 30000:
         # os.system('nohup python MeshUtils/curvature_labels.py -f ' + folder + ' -s ' + str(count) + ' -e ' + str(count + step) + ' -n ' + 'curv_train_' + str(count) + '_' + str(count+step) + ' > curv_train_' + str(count) + '_' + str(count+step) + '.out' + ' 2>&1 &')
-        os.system('nohup python curvature_labels.py -f ' + folder + ' -s ' + str(count) + ' -e ' + str(count + step) + ' -n ' + 'curv_gen_50_train_' + str(count) + '_' + str(count+step) + ' > nohup/curv_gen_50_train_' + str(count) + '_' + str(count+step) + '.out' + ' 2>&1 &')
+        os.system('nohup python curvature_labels.py -f ' + folder + ' -s ' + str(count) + ' -e ' + str(count + step) + ' -n ' + 'curv_gen_10_train_skirt_' + str(count) + '_' + str(count+step) + ' > nohup/curv_gen_10_train_skirt_' + str(count) + '_' + str(count+step) + '.out' + ' 2>&1 &')
         # os.system('python Data/convert_to_uv.py -f ' + folder + ' -s ' + str(count) + ' -e ' + str(count + step) + '')
         count += step
diff --git a/curvature_labels.py b/curvature_labels.py
index 73035c1..d3e6854 100644
--- a/curvature_labels.py
+++ b/curvature_labels.py
@@ -114,7 +114,7 @@ def generate_curvatures(folder, neighbourhood, frames):
         # bodies = readPC2(os.path.join(folder, id, 'Body_posed.pc16'), True)['V']
         # offsetss = readPC2(os.path.join(folder, id, garment + '_registered.pc16'), True)['V']
         mask = np.load(os.path.join(folder, 'mesh_mask', f'{id}.npy')).astype(bool)
-        faces = np.load(os.path.join(folder, 'faces', f'{id}.npy'))
+        _, faces = _maskFaces(np.zeros((14475,3)), F, mask) #np.load(os.path.join(folder, 'faces', f'{id}.npy'))
         v = np.load(os.path.join(folder, 'mesh_posed', f'{id}_{frame_nr}.npz'))['mesh_posed'][mask,:]
         
         m = tm.Trimesh(v, faces, process=False, validate=False)
@@ -283,13 +283,13 @@ def read_raw_curvatures(folder):
 
 if __name__ == '__main__':
     parser = argparse.ArgumentParser()
-    parser.add_argument("-f", "--folder", help = "process the given folder", default=r'/home/workspace/local-data/train')
+    parser.add_argument("-f", "--folder", help = "process the given folder", default=r'/home/workspace/local-data/valid_skirt')
     parser.add_argument("-s", "--start", help = "start of range", default=0)
     parser.add_argument("-e", "--end", help = "end of range", default=10)
     parser.add_argument("-n", "--name", help = "end of range", default="lhunor")
     args = parser.parse_args()
 
-    is_skirt = False
+    is_skirt = True
     skirt_modifier = '_skirt' if is_skirt else ''
     F = np.load("custom_utils/smpl_faces" + skirt_modifier + ".npy").astype(np.int32)
     # k_neighbours(k=25)
@@ -298,7 +298,7 @@ if __name__ == '__main__':
     frames_file = 'frames' + skirt_modifier + '_10p.txt'
 
     nr_of_labels = 6
-    neighbourhood = 50
+    neighbourhood = 10
     temp_file = '/home/workspace/local-data/temp/' + ''.join(random.choice(string.ascii_lowercase) for i in range(10)) + '.ply'
     if not is_skirt:
         dist = np.load('custom_data/dijkstra.npy')