diff --git a/utils/generate_figures.py b/utils/generate_figures.py
index 1a31b7b..bd22685 100644
--- a/utils/generate_figures.py
+++ b/utils/generate_figures.py
@@ -12,6 +12,7 @@ from data.cloth3d_io import readPC2Frame
 from data.utils import Frame
 from custom_utils.custom_utils import _maskFaces
 import plotly.graph_objects as go
+import plotly.express as ex
 from plotly.subplots import make_subplots
 
 
@@ -72,7 +73,7 @@ def plot_normals_example():
     # mesh_unposed = readPC2Frame(os.path.join(folder_test, 'mesh_unposed_no_shape', f'{frame.id}_{frame.garment}.pc16'), frame.frame_nr, True)
     # mesh_unposed_shaped = readPC2Frame(os.path.join('temp', f'{frame.id}_{frame.garment}_unposed_shaped.pc16'), frame.frame_nr, True)[mesh_mask]
     mesh_normals = readPC2Frame(os.path.join(folder_test, 'mesh_normals', f'{frame.id}_{frame.garment}.pc16'), frame.frame_nr, True)
-    # uv_normals = np.load(os.path.join(folder_test, 'uv_normals', f'{frame.id}_{frame.frame_nr}_{frame.garment}.npz'))
+    uv_normals = np.load(os.path.join(folder_test, 'uv_normals', f'{frame.id}_{frame.frame_nr}_{frame.garment}.npz'))['uv_normals']
 
     F = np.load('smpl/smpl_faces.npy')
     _, faces = _maskFaces(np.zeros((14475, 3)), F, mesh_mask)
@@ -105,7 +106,14 @@ def plot_normals_example():
                 zaxis = dict(range=[-1,1], showbackground=False, showticklabels=False, showaxeslabels=False, showspikes=False, visible=False),)
     fig.update_layout(scene = helper)
     
-    fig.show()
+    # fig.show()
+
+    uv_normals = (uv_normals + 1.4) / 2.8
+    uv_normals = np.concatenate((uv_normals[:256], uv_normals[256:]), axis=1)
+    # flip uv_normals along y axis
+    uv_normals = uv_normals[:,::-1,:]
+    ex.imshow(uv_normals).show()
+