opencv/modules/3d/misc/python/test/test_iomesh.py
Rostislav Vasilikhin 82038be4cd
Merge pull request #25221 from savuor:rv/bench_3d
OBJ and PLY loaders extention to support texture coordinates and difused colors #25221

### This PR changes
* Texture coordinates support added to `loadMesh()` and `saveMesh()`
* `loadMesh()` changes its behavior: all vertex attribute arrays (vertex coordinates, colors, normals, texture coordinates) now have the same size and same-index corresponce
  - This makes sense for OBJ files where vertex attribute arrays are independent from each other and are randomly accessed when defining faces
  - Looks like this behavior may also happen in some PLY files; however, it is not implemented until we encounter such files in a wild nature
  - At the same time `loadPointCloud()` keeps its behavior and loads vertex attributes as they are given in the file
* PLY loader supports synonyms for the properties: `diffuse_red`, `diffuse_green` and `diffuse_blue` along with `red`, `green` and `blue`
* `std::vector<cv::Vec3i>` supported as an index array type
* Colors are loaded as [0, 1] floats instead of uchars
  - Since colors are usually saved as floats, internal conversion to uchar at loading significantly drops accuracy
  - Performing uchar conversion does not always makes sense and can be performed by a user if they needs it
* PLY loading fixed: wrong offset ruined x coordinate
* Python tests added for `loadPointCloud` and `loadMesh`

### Pull Request Readiness Checklist

See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request

- [x] I agree to contribute to the project under Apache 2 License.
- [x] To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV
- [x] The PR is proposed to the proper branch
- [x] There is a reference to the original bug report and related work
- [x] There is accuracy test, performance test and test data in opencv_extra repository, if applicable
      Patch to opencv_extra has the same branch name.
- [x] The feature is well documented and sample code can be built with the project CMake
2024-04-04 11:04:52 +03:00

47 lines
1.6 KiB
Python

#!/usr/bin/env python
# Python 2/3 compatibility
from __future__ import print_function
import os, numpy
import math
import unittest
import cv2 as cv
from tests_common import NewOpenCVTests
class raster_test(NewOpenCVTests):
def test_loadCloud(self):
fin = self.find_file("pointcloudio/orig.obj")
points, normals, colors = cv.loadPointCloud(fin)
if points.shape != (8, 1, 3):
self.fail('point array should be 8x1x3')
if normals.shape != (6, 1, 3):
self.fail('normals array should be 6x1x3')
if colors.shape != (8, 1, 3):
self.fail('colors array should be 8x1x3')
def test_loadMesh(self):
fin = self.find_file("pointcloudio/orig.obj")
points, indices, normals, colors, texCoords = cv.loadMesh(fin)
goodShapes = [(1, 18, 3), (18, 1, 3)]
errorMsg = "%s array should be 18x1x3 or 1x18x3"
for a, s in [(points, 'points'), (normals, 'normals'), (colors, 'colors')]:
if a.shape not in goodShapes:
self.fail(errorMsg % s)
if texCoords.shape not in [(1, 18, 2), (18, 1, 2)]:
self.fail('texture coordinates array should be 1x18x2 or 18x1x2')
if isinstance(indices, numpy.ndarray):
if indices.shape not in [(1, 6, 3), (6, 1, 3)]:
self.fail('indices array should be 1x6x3 or 6x1x3')
elif isinstance(indices, list) or isinstance(indices, tuple):
for i in indices:
if len(indices) != 6 or i.shape != (1, 3):
self.fail('indices array should be 1x6x3 or 6x1x3')
if __name__ == '__main__':
NewOpenCVTests.bootstrap()