Files
cvpr/verify_genders.py
2022-09-13 09:23:01 +00:00

58 lines
1.6 KiB
Python

import os
import tqdm
import numpy as np
import plotly.graph_objects as go
if __name__ == '__main__':
folder = '/home/workspace/local-data/train_100/mesh_posed_body_no_orient'
mask = np.load('custom_utils/mask_256x512.npy')
F = np.load("custom_utils/smpl_faces.npy")
frames = os.listdir(folder)
visited = set()
meshes = []
count = 0
for frame in tqdm.tqdm(frames):
id, frame_nr = frame.split('_')
frame_nr = frame_nr.split('.')[0]
if id in visited:
continue
visited.add(id)
print(id)
mesh_posed_body_no_orient = np.load(os.path.join(folder, id + '_' + frame_nr + '.npz')); mesh_posed_body_no_orient = mesh_posed_body_no_orient['mesh_posed_body_no_orient']
x = mesh_posed_body_no_orient
# x[:, 2] += 1 * (i + 1)
x[:, 2] += 0.5 * count
meshes.append(go.Mesh3d(
# 8 vertices of a cube
x=x[:,0],
y=x[:,2],
z=x[:,1],
# i, j and k give the vertices of triangles
i = F[:,0],
j = F[:,1],
k = F[:,2]
))
count += 1
if count > 40:
break
fig = go.Figure(data=meshes)
fig.update_layout(scene_aspectmode='manual', scene_aspectratio=dict(x=1, y=count/2-1, z=1))
fig.update_layout(
scene = dict(
xaxis = dict(nticks=4, range=[-1,1],),
yaxis = dict(nticks=4, range=[-1,count/2+1],),
zaxis = dict(nticks=4, range=[-1,1],),)
)
fig.show()
print()