https://github.com/yifanfeng97/multi-modal-generation-for-shrec22
Tip revision: 3be6b2af03542880b29e4a3a17d9086d3ae068c5 authored by yifanfeng97 on 07 August 2022, 15:47:18 UTC
update doc and add metrics
update doc and add metrics
Tip revision: 3be6b2a
trans.py
import numpy as np
import open3d as o3d
from pathlib import Path
def mesh2stdmesh(obj_path, out_path=None):
obj_path = Path(obj_path)
if out_path is None:
out_path = obj_path.with_name(f'std_{obj_path.name}').with_suffix('.ply')
else:
out_path = Path(out_path)
mesh = o3d.io.read_triangle_mesh(str(obj_path))
center = (mesh.get_max_bound()+mesh.get_min_bound()) / 2
mesh.translate(-center)
mesh.scale( 1/np.max(mesh.get_max_bound()-mesh.get_min_bound()), center=(0, 0, 0))
o3d.io.write_triangle_mesh(str(out_path), mesh, write_ascii=False)
def mesh2pt(obj_path, n_pt, out_path=None):
obj_path = Path(obj_path)
if out_path is None:
out_path = obj_path.with_name(f'pts_{n_pt}_{obj_path.name}').with_suffix('.pts')
else:
out_path = Path(out_path)
mesh = o3d.io.read_triangle_mesh(str(obj_path))
mesh.translate(-mesh.get_center())
mesh.scale(1/np.max(mesh.get_max_bound()-mesh.get_min_bound()), center=mesh.get_center())
pts = mesh.sample_points_poisson_disk(n_pt)
o3d.io.write_point_cloud(str(out_path), pts, write_ascii=False)
def mesh2vox(obj_path, vox_size, out_path=None):
obj_path = Path(obj_path)
if out_path is None:
out_path = obj_path.with_name(f'vox_{obj_path.name}').with_suffix('.ply')
else:
out_path = Path(out_path)
mesh = o3d.io.read_triangle_mesh(str(obj_path))
mesh.translate(-mesh.get_center())
mesh.scale(vox_size/np.max(mesh.get_max_bound()-mesh.get_min_bound()), center=mesh.get_center())
voxel_grid = o3d.geometry.VoxelGrid.create_from_triangle_mesh(mesh, voxel_size=1)
o3d.io.write_voxel_grid(str(out_path), voxel_grid, write_ascii=False)