| Name | pyfqmr JSON |
| Version |
0.5.0
JSON |
| download |
| home_page | None |
| Summary | cython wrapper around C++ library for fast triangular mesh reduction |
| upload_time | 2025-08-23 10:06:27 |
| maintainer | None |
| docs_url | None |
| author | kramer84 |
| requires_python | None |
| license | MIT |
| keywords |
|
| VCS |
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| bugtrack_url |
|
| requirements |
No requirements were recorded.
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|
pyfqmr : Python Fast Quadric Mesh Reduction
===========================================
Cython wrapper around `sp4acerat's quadrics mesh reduction
algorithm <https://github.com/sp4cerat/Fast-Quadric-Mesh-Simplification>`__.
Requirements:
~~~~~~~~~~~~~
- *Numpy*
- *Cython* (only for compilation, but not needed if installed from PyPI)
Installation :
~~~~~~~~~~~~~~
pyfqmr can be installed via `pip <https://pypi.org/project/pyfqmr/0.1.1/>`_ :
.. code:: bash
pip install pyfqmr
Compilation :
~~~~~~~~~~~~~
Run:
.. code:: bash
pip install .
Usage:
~~~~~~
.. code:: python
>>> # 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 <https://github.com/sp4cerat/Fast-Quadric-Mesh-Simplification/issues/14>`__.
- **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 <https://github.com/sp4cerat/Fast-Quadric-Mesh-Simplification/issues/14>`__.
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 <https://github.com/sp4cerat/Fast-Quadric-Mesh-Simplification>`__
Huge thanks to Sp4cerat for making his code available!
Raw data
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"description": "pyfqmr : Python Fast Quadric Mesh Reduction\n===========================================\n\nCython wrapper around `sp4acerat's quadrics mesh reduction\nalgorithm <https://github.com/sp4cerat/Fast-Quadric-Mesh-Simplification>`__.\n\nRequirements:\n~~~~~~~~~~~~~\n\n- *Numpy*\n- *Cython* (only for compilation, but not needed if installed from PyPI)\n\nInstallation :\n~~~~~~~~~~~~~~\npyfqmr can be installed via `pip <https://pypi.org/project/pyfqmr/0.1.1/>`_ :\n\n\n.. code:: bash\n\n pip install pyfqmr\n\n\nCompilation :\n~~~~~~~~~~~~~\n\nRun:\n\n.. code:: bash\n\n pip install .\n\nUsage:\n~~~~~~\n\n.. code:: python\n\n >>> # We assume you have a numpy based mesh processing software\n >>> # Where you can get the vertices and faces of the mesh as numpy arrays.\n >>> # For example Trimesh or meshio\n >>> import pyfqmr\n >>> import trimesh as tr\n >>> bunny = tr.load_mesh('example/Stanford_Bunny_sample.stl')\n >>> # Simplify object\n >>> mesh_simplifier = pyfqmr.Simplify()\n >>> mesh_simplifier.setMesh(bunny.vertices, bunny.faces)\n >>> mesh_simplifier.simplify_mesh(target_count = 1000, aggressiveness=7, preserve_border=True, verbose=True)\n >>> vertices, faces, normals = mesh_simplifier.getMesh()\n >>>\n >>> # To make verbose visible, use logging module :\n >>> import logging\n >>>\n >>> # Configure the logger to show debug messages\n >>> logging.basicConfig(level=logging.DEBUG)\n >>> logger = logging.getLogger(\"pyfqmr\")\n >>>\n >>> # Optionally, log to a file:\n >>> # logging.basicConfig(filename='mesh_simplification.log', level=logging.DEBUG)\n >>>\n >>> # Now, when `simplify_mesh(verbose=True)` is called,\n >>> # messages will appear in the console or the log file\n\n\n\nControlling the reduction algorithm\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n\nParameters of the **`simplify\\_mesh`** method that can be tuned.\n\n- **target\\_count**\n Target number of triangles.\n- **update\\_rate**\n Number of iterations between each update.\n- **max\\_iterations**\n Maximal number of iterations\n- **aggressiveness**\n Parameter controlling the growth rate of the threshold at each iteration when lossless is False.\n- **preserve\\_border**\n Flag for preserving the vertices situated on open borders. Applies the method described in `this issue <https://github.com/sp4cerat/Fast-Quadric-Mesh-Simplification/issues/14>`__.\n- **alpha**\n Parameter for controlling the threshold growth. Exact implication described below.\n- **K**\n Parameter for controlling the threshold growth. Exact implication described below.\n- **lossless**\n Flag for using the lossless simplification method. Sets the update rate to 1 .\n- **threshold\\_lossless**\n Maximal error after which a vertex is not deleted, only when the lossless flag is set to True.\n- **verbose**\n Falg controlling verbosity\n\nControlling the lossless reduction algorithm\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n\nParameters of the **`simplify\\_mesh\\_lossless`** method that can be tuned.\n\n- **verbose**\n Falg controlling verbosity\n- **epsilon**\n Maximal error after which a vertex is not deleted.\n- **max\\_iterations**\n Maximum number of iterations.\n- **preserve\\_border**\n Flag for preserving the vertices situated on open borders. Applies the method described in `this issue <https://github.com/sp4cerat/Fast-Quadric-Mesh-Simplification/issues/14>`__.\n\nNote\n~~~~\n\n- 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.\n- Tests have shown that the **threshold\\_lossless** argument has little to no influence on the reduction of the meshes.\n\n\nImplications of the parameters for the threshold growth rate :\n\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\n(``simplify_mesh()`` method when not in lossless mode)\n\n$$threshold = alpha \\* (iteration + K)^{agressiveness}$$\n\n\nMore information is to be found on Sp4cerat's repository :\n\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\n`Fast-Quadric-Mesh-Simplification <https://github.com/sp4cerat/Fast-Quadric-Mesh-Simplification>`__\n\nHuge thanks to Sp4cerat for making his code available!\n",
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