semvec/pypi-packages huggingface dataset:
mesh2sdf 1.1.0
Compute the signed distance field from an input mesh
Requires Python: >=3.6

# Mesh2SDF

[![downloads](https://pepy.tech/badge/mesh2sdf)](https://pepy.tech/project/mesh2sdf)
[![PyPI](https://img.shields.io/pypi/v/mesh2sdf)](https://pypi.org/project/mesh2sdf/)


Converts an input mesh to a signed distance field. It can work with arbitrary
meshes, even **non-watertight** meshes from ShapeNet.

Mesh2SDF is used in our paper 
[Dual Octree Graph Networks (SIGGRAPH 2022)](https://wang-ps.github.io/dualocnn)
to generate the training data.

## Installation

- Install via the following command:
    ``` shell
    pip install mesh2sdf
    ```

- Alternatively, install from source via the following commands.
    ``` shell
    git clone https://github.com/wang-ps/mesh2sdf.git
    pip install ./mesh2sdf
    ```

## Example

After installing `mesh2sdf`, run the following command to process an input mesh
from ShapeNet:

```shell
python example/test.py
```

![Example of a mesh from ShapeNet](https://raw.githubusercontent.com/wang-ps/mesh2sdf/master/example/data/result.png)


## How does it work?

- Given an input mesh, we first compute the **unsigned** distance field with the
  fast sweeping algorithm implemented by
  [Christopher Batty (SDFGen)](https://github.com/christopherbatty/SDFGen).
  Note that the unsigned distance field can always be reliably and accurately
  computed even though the input mesh is non-watertight.

- Then we extract the level sets with a small value **d** with the marching cube
  algorithm. The extracted level sets are represented with triangle meshes and
  are guaranteed to be manifold.

- There exist multiple connected components in the extracted meshes, and we only
  keep the mesh with the largest bounding box.

- Compute the signed distance field again with the kept triangle mesh as the
  final output. In this way, the signed distance field (SDF) is computed for a
  non-watertight input mesh.
xbook 0.0.1
Note Demo
Requires Python: >=3.10

# 笔记模板

![repo size](https://img.shields.io/github/repo-size/xinetzone/xbook.svg)
[![PyPI][pypi-badge]][pypi-link]
[![GitHub issues][issue-badge]][issue-link]
[![GitHub forks][fork-badge]][fork-link]
[![GitHub stars][star-badge]][star-link]
[![GitHub license][license-badge]][license-link]
[![contributors][contributor-badge]][contributor-link]
[![watcher][watcher-badge]][watcher-link]
[![Binder][binder-badge]][binder-link]
[![Downloads][download-badge]][download-link]
[![Documentation Status][status-badge]][status-link]
[![PyPI - Downloads][install-badge]][install-link]

打造优质的笔记模板。

[pypi-badge]: https://img.shields.io/pypi/v/xbook.svg
[pypi-link]: https://pypi.org/project/xbook/
[issue-badge]: https://img.shields.io/github/issues/xinetzone/xbook
[issue-link]: https://github.com/xinetzone/xbook/issues
[fork-badge]: https://img.shields.io/github/forks/xinetzone/xbook
[fork-link]: https://github.com/xinetzone/xbook/network
[star-badge]: https://img.shields.io/github/stars/xinetzone/xbook
[star-link]: https://github.com/xinetzone/xbook/stargazers
[license-badge]: https://img.shields.io/github/license/xinetzone/xbook
[license-link]: https://github.com/xinetzone/xbook/LICENSE
[contributor-badge]: https://img.shields.io/github/contributors/xinetzone/xbook
[contributor-link]: https://github.com/xinetzone/xbook/contributors
[watcher-badge]: https://img.shields.io/github/watchers/xinetzone/xbook
[watcher-link]: https://github.com/xinetzone/xbook/watchers
[binder-badge]: https://mybinder.org/badge_logo.svg
[binder-link]: https://mybinder.org/v2/gh/xinetzone/xbook/main
[install-badge]: https://img.shields.io/pypi/dw/xbook?label=pypi%20installs
[install-link]: https://pypistats.org/packages/xbook
[status-badge]: https://readthedocs.org/projects/xbook/badge/?version=latest
[status-link]: https://xbook.readthedocs.io/zh/latest/?badge=latest
[download-badge]: https://pepy.tech/badge/xbook
[download-link]: https://pepy.tech/project/xbook

## PyPI

支持 PyPI：

```sh
pip install xbook
```
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