Cython wrapper around sp4acerat’s quadrics mesh reduction algorithm.

Requirements:

  • Numpy

  • Cython (only for compilation, but not needed if installed from PyPI)

Installation :

pyfqmr can be installed via pip :

pip install pyfqmr

Compilation :

Run:

pip install .

Usage:

>>> # We assume you have a numpy based mesh processing software
>>> # Where you can get the vertices and faces of the mesh as numpy arrays.
>>> # For example Trimesh or meshio
>>> import pyfqmr
>>> import trimesh as tr
>>> bunny = tr.load_mesh('example/Stanford_Bunny_sample.stl')
>>> # Simplify object
>>> mesh_simplifier = pyfqmr.Simplify()
>>> mesh_simplifier.setMesh(bunny.vertices, bunny.faces)
>>> mesh_simplifier.simplify_mesh(target_count = 1000, aggressiveness=7, preserve_border=True, verbose=True)
>>> vertices, faces, normals = mesh_simplifier.getMesh()
>>>
>>> # To make verbose visible, use logging module :
>>> import logging
>>>
>>> # Configure the logger to show debug messages
>>> logging.basicConfig(level=logging.DEBUG)
>>> logger = logging.getLogger("pyfqmr")
>>>
>>> # Optionally, log to a file:
>>> # logging.basicConfig(filename='mesh_simplification.log', level=logging.DEBUG)
>>>
>>> # Now, when `simplify_mesh(verbose=True)` is called,
>>> # messages will appear in the console or the log file

Controlling the reduction algorithm

Parameters of the `simplify_mesh` method that can be tuned.

  • target_count

    Target number of triangles.

  • update_rate

    Number of iterations between each update.

  • max_iterations

    Maximal number of iterations

  • aggressiveness

    Parameter controlling the growth rate of the threshold at each iteration when lossless is False.

  • preserve_border

    Flag for preserving the vertices situated on open borders. Applies the method described in this issue.

  • alpha

    Parameter for controlling the threshold growth. Exact implication described below.

  • K

    Parameter for controlling the threshold growth. Exact implication described below.

  • lossless

    Flag for using the lossless simplification method. Sets the update rate to 1 .

  • threshold_lossless

    Maximal error after which a vertex is not deleted, only when the lossless flag is set to True.

  • verbose

    Falg controlling verbosity

Controlling the lossless reduction algorithm

Parameters of the `simplify_mesh_lossless` method that can be tuned.

  • verbose

    Falg controlling verbosity

  • epsilon

    Maximal error after which a vertex is not deleted.

  • max_iterations

    Maximum number of iterations.

  • preserve_border

    Flag for preserving the vertices situated on open borders. Applies the method described in this issue.

Note

  • The `simplify_mesh_lossless` method is different from the `simplify_mesh` method with the lossless flag enabled, and should be prefered when quality is the aim and not a precise number of target triangles.

  • Tests have shown that the threshold_lossless argument has little to no influence on the reduction of the meshes.

Implications of the parameters for the threshold growth rate :

(simplify_mesh() method when not in lossless mode)

$$threshold = alpha * (iteration + K)^{agressiveness}$$

More information is to be found on Sp4cerat’s repository :

Fast-Quadric-Mesh-Simplification

Huge thanks to Sp4cerat for making his code available!

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for bwoodsend from gravatar.com bwoodsend Avatar for kramer84 from gravatar.com kramer84

Credits

Author: kramer84

License

MIT License (MIT)

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for bwoodsend from gravatar.com bwoodsend Avatar for kramer84 from gravatar.com kramer84

Credits

Author: kramer84

License

MIT License (MIT)

Classifiers

Report project as malware

Release files for pyfqmr 0.5.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for pyfqmr 0.5.0
File
pyfqmr-0.5.0-cp314-cp314t-win_arm64.whl 103.5 kB CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
pyfqmr-0.5.0-cp314-cp314t-win_amd64.whl 129.1 kB CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
pyfqmr-0.5.0-cp314-cp314t-win32.whl 108.4 kB CPython 3.14 CPython 3.14 free-threading Windows x86-32 Details
pyfqmr-0.5.0-cp314-cp314t-musllinux_1_2_x86_64.whl 2.0 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
pyfqmr-0.5.0-cp314-cp314t-musllinux_1_2_aarch64.whl 1.9 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
pyfqmr-0.5.0-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 936.1 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details
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pyfqmr-0.5.0-cp314-cp314t-macosx_11_0_arm64.whl 133.2 kB CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
pyfqmr-0.5.0-cp314-cp314t-macosx_10_13_x86_64.whl 143.0 kB CPython 3.14 CPython 3.14 free-threading macOS 10.13+ x86-64 Details
pyfqmr-0.5.0-cp314-cp314-win_arm64.whl 99.0 kB CPython 3.14 CPython 3.14 Windows ARM64 Details
pyfqmr-0.5.0-cp314-cp314-win_amd64.whl 114.5 kB CPython 3.14 CPython 3.14 Windows x86-64 Details
pyfqmr-0.5.0-cp314-cp314-win32.whl 97.6 kB CPython 3.14 CPython 3.14 Windows x86-32 Details
pyfqmr-0.5.0-cp314-cp314-musllinux_1_2_x86_64.whl 2.0 MB CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
pyfqmr-0.5.0-cp314-cp314-musllinux_1_2_aarch64.whl 1.9 MB CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
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pyfqmr-0.5.0-cp314-cp314-macosx_11_0_arm64.whl 125.6 kB CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
pyfqmr-0.5.0-cp314-cp314-macosx_10_13_x86_64.whl 136.4 kB CPython 3.14 CPython 3.14 macOS 10.13+ x86-64 Details
pyfqmr-0.5.0-cp313-cp313-win_arm64.whl 95.5 kB CPython 3.13 CPython 3.13 Windows ARM64 Details
pyfqmr-0.5.0-cp313-cp313-win_amd64.whl 111.2 kB CPython 3.13 CPython 3.13 Windows x86-64 Details
pyfqmr-0.5.0-cp313-cp313-win32.whl 94.7 kB CPython 3.13 CPython 3.13 Windows x86-32 Details
pyfqmr-0.5.0-cp313-cp313-musllinux_1_2_x86_64.whl 2.0 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
pyfqmr-0.5.0-cp313-cp313-musllinux_1_2_aarch64.whl 1.9 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
pyfqmr-0.5.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 915.0 kB CPython 3.13 CPython 3.13 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
pyfqmr-0.5.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 903.2 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
pyfqmr-0.5.0-cp313-cp313-macosx_11_0_arm64.whl 125.1 kB CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
pyfqmr-0.5.0-cp313-cp313-macosx_10_13_x86_64.whl 136.7 kB CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
pyfqmr-0.5.0-cp312-cp312-win_arm64.whl 95.7 kB CPython 3.12 CPython 3.12 Windows ARM64 Details
pyfqmr-0.5.0-cp312-cp312-win_amd64.whl 111.6 kB CPython 3.12 CPython 3.12 Windows x86-64 Details
pyfqmr-0.5.0-cp312-cp312-win32.whl 95.0 kB CPython 3.12 CPython 3.12 Windows x86-32 Details
pyfqmr-0.5.0-cp312-cp312-musllinux_1_2_x86_64.whl 2.0 MB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
pyfqmr-0.5.0-cp312-cp312-musllinux_1_2_aarch64.whl 1.9 MB CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
pyfqmr-0.5.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 921.2 kB CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
pyfqmr-0.5.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 907.0 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
pyfqmr-0.5.0-cp312-cp312-macosx_11_0_arm64.whl 126.3 kB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
pyfqmr-0.5.0-cp312-cp312-macosx_10_13_x86_64.whl 137.9 kB CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details
pyfqmr-0.5.0-cp311-cp311-win_arm64.whl 96.6 kB CPython 3.11 CPython 3.11 Windows ARM64 Details
pyfqmr-0.5.0-cp311-cp311-win_amd64.whl 111.5 kB CPython 3.11 CPython 3.11 Windows x86-64 Details
pyfqmr-0.5.0-cp311-cp311-win32.whl 95.5 kB CPython 3.11 CPython 3.11 Windows x86-32 Details
pyfqmr-0.5.0-cp311-cp311-musllinux_1_2_x86_64.whl 2.0 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
pyfqmr-0.5.0-cp311-cp311-musllinux_1_2_aarch64.whl 1.9 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
pyfqmr-0.5.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 927.3 kB CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
pyfqmr-0.5.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 915.2 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
pyfqmr-0.5.0-cp311-cp311-macosx_11_0_arm64.whl 126.8 kB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
pyfqmr-0.5.0-cp311-cp311-macosx_10_9_x86_64.whl 137.5 kB CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
pyfqmr-0.5.0-cp310-cp310-win_amd64.whl 111.7 kB CPython 3.10 CPython 3.10 Windows x86-64 Details
pyfqmr-0.5.0-cp310-cp310-win32.whl 95.9 kB CPython 3.10 CPython 3.10 Windows x86-32 Details
pyfqmr-0.5.0-cp310-cp310-musllinux_1_2_x86_64.whl 1.9 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
pyfqmr-0.5.0-cp310-cp310-musllinux_1_2_aarch64.whl 1.9 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
pyfqmr-0.5.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 895.2 kB CPython 3.10 CPython 3.10 Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details
pyfqmr-0.5.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 879.7 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
pyfqmr-0.5.0-cp310-cp310-macosx_11_0_arm64.whl 126.6 kB CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
pyfqmr-0.5.0-cp310-cp310-macosx_10_9_x86_64.whl 137.2 kB CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
pyfqmr-0.5.0-cp39-cp39-win_amd64.whl 111.8 kB CPython 3.9 CPython 3.9 Windows x86-64 Details
pyfqmr-0.5.0-cp39-cp39-win32.whl 96.1 kB CPython 3.9 CPython 3.9 Windows x86-32 Details
pyfqmr-0.5.0-cp39-cp39-musllinux_1_2_x86_64.whl 1.9 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
pyfqmr-0.5.0-cp39-cp39-musllinux_1_2_aarch64.whl 1.9 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
pyfqmr-0.5.0-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 893.3 kB CPython 3.9 CPython 3.9 Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details
pyfqmr-0.5.0-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 876.2 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
pyfqmr-0.5.0-cp39-cp39-macosx_11_0_arm64.whl 126.8 kB CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
pyfqmr-0.5.0-cp39-cp39-macosx_10_9_x86_64.whl 137.3 kB CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details
pyfqmr-0.5.0-cp38-cp38-win_amd64.whl 107.0 kB CPython 3.8 CPython 3.8 Windows x86-64 Details
pyfqmr-0.5.0-cp38-cp38-win32.whl 92.5 kB CPython 3.8 CPython 3.8 Windows x86-32 Details
pyfqmr-0.5.0-cp38-cp38-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 860.5 kB CPython 3.8 CPython 3.8 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
pyfqmr-0.5.0-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 836.6 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
pyfqmr-0.5.0-cp38-cp38-macosx_11_0_arm64.whl 120.9 kB CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
pyfqmr-0.5.0-cp38-cp38-macosx_10_9_x86_64.whl 133.8 kB CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details

Total release size: 45.5 MB

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0.5.0 This release

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