PyPI 官网下载 | torchio-0.18.57.tar.gz

<p align="center"> <a href="http://torchio.rtfd.io/"> <img src="https://raw.githubusercontent.com/fepegar/torchio/master/docs/source/favicon_io/for_readme_2000x462.png" alt="TorchIO logo"> </a> </p> > *Tools like TorchIO are a symptom of the maturation of medical AI research using deep learning techniques*. Jack Clark, Policy Director at [OpenAI](https://openai.com/) ([link](https://jack-clark.net/2020/03/17/)). --- <table align="center"> <tr> <td align="left"> <b>Package</b> </td> <td align="center"> <a href="https://pypi.org/project/torchio/"> <img src="https://img.shields.io/pypi/dm/torchio.svg?label=PyPI%20downloads&logo=python&logoColor=white" alt="PyPI downloads"> </a> <a href="https://pypi.org/project/torchio/"> <img src="https://img.shields.io/pypi/v/torchio?label=PyPI%20version&logo=python&logoColor=white" alt="PyPI version"> </a> <a href="https://anaconda.org/conda-forge/torchio"> <img src="https://img.shields.io/conda/vn/conda-forge/torchio" alt="Conda version"> </a> </td> </tr> <tr> <td align="left"> <b>CI</b> </td> <td align="center"> <a href="https://travis-ci.com/fepegar/torchio"> <img src="https://img.shields.io/travis/fepegar/torchio/master.svg?label=Travis%20CI%20build&logo=travis" alt="Build status"> </a> <a href="http://torchio.rtfd.io/?badge=latest"> <img src="https://img.shields.io/readthedocs/torchio?label=Docs&logo=Read%20the%20Docs" alt="Documentation status"> </a> <a href="https://codecov.io/github/fepegar/torchio"> <img src="https://codecov.io/gh/fepegar/torchio/branch/master/graphs/badge.svg" alt="Coverage status"> </a> </td> </tr> <tr> <td align="left"> <b>Code</b> </td> <td align="center"> <a href="https://scrutinizer-ci.com/g/fepegar/torchio/?branch=master"> <img src="https://img.shields.io/scrutinizer/g/fepegar/torchio.svg?label=Code%20quality&logo=scrutinizer" alt="Code quality"> </a> <a href="https://codeclimate.com/github/fepegar/torchio/maintainability"> <img src="https://api.codeclimate.com/v1/badges/518673e49a472dd5714d/maintainability" alt="Code maintainability"> </a> <a href="https://github.com/pre-commit/pre-commit"> <img src="https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white" alt="pre-commit"> </a> </td> </tr> <tr> <td align="left"> <b>Tutorials</b> </td> <td align="center"> <a href="https://github.com/fepegar/torchio/blob/master/tutorials/README.md"> <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Google Colab"> </a> </td> </tr> <tr> <td align="left"> <b>Community</b> </td> <td align="center"> <a href="https://join.slack.com/t/torchioworkspace/shared_invite/zt-exgpd5rm-BTpxg2MazwiiMDw7X9xMFg"> <img src="https://img.shields.io/badge/TorchIO-Join%20on%20Slack-blueviolet?style=flat&logo=slack" alt="Slack"> </a> <a href="https://twitter.com/TorchIOLib"> <img src="https://img.shields.io/twitter/url/https/twitter.com/TorchIOLib.svg?style=social&label=Follow%20%40TorchIOLib" alt="Twitter"> </a> <a href="https://www.youtube.com/watch?v=UEUVSw5-M9M"> <img src="https://img.shields.io/youtube/views/UEUVSw5-M9M?label=watch&style=social" alt="YouTube"> </a> <a href="https://github.com/fepegar/torchio#contributors"> <img src="https://img.shields.io/badge/Contributors-27-orange.svg" alt="Contributors"> </a> </td> </tr> </table> --- <p align="center"> <a href="https://torchio.readthedocs.io/transforms/augmentation.html"> <img style="width: 600px; overflow: hidden;" src="https://raw.githubusercontent.com/fepegar/torchio/master/docs/images/fpg_progressive.gif" alt="Progressive artifacts"> </a> </p> <p align="center"> <a href="https://torchio.readthedocs.io/transforms/augmentation.html"> <img style="width: 360px; height: 360px; overflow: hidden;" src="https://raw.githubusercontent.com/fepegar/torchio/master/docs/images/augmentation.gif" alt="Augmentation"> </a> </p> --- <table align="center"> <tr> <td align="center">Original</td> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randomblur">Random blur</a> </td> </tr> <tr> <td align="center"><img src="https://raw.githubusercontent.com/fepegar/torchio/master/docs/images/gifs_readme/1_Lambda_mri.png" alt="Original"></td> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randomblur"> <img src="https://raw.githubusercontent.com/fepegar/torchio/master/docs/images/gifs_readme/2_RandomBlur_mri.gif" alt="Random blur"> </a> </td> </tr> <tr> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randomflip">Random flip</a> </td> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randomnoise">Random noise</a> </td> </tr> <tr> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randomflip"> <img src="https://raw.githubusercontent.com/fepegar/torchio/master/docs/images/gifs_readme/3_RandomFlip_mri.gif" alt="Random flip"> </a> </td> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randomnoise"> <img src="https://raw.githubusercontent.com/fepegar/torchio/master/docs/images/gifs_readme/4_Compose_mri.gif" alt="Random noise"> </a> </td> </tr> <tr> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randomaffine">Random affine transformation</a> </td> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randomelasticdeformation">Random elastic transformation</a> </td> </tr> <tr> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randomaffine"> <img src="https://raw.githubusercontent.com/fepegar/torchio/master/docs/images/gifs_readme/5_RandomAffine_mri.gif" alt="Random affine transformation"> </a> </td> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randomelasticdeformation"> <img src="https://raw.githubusercontent.com/fepegar/torchio/master/docs/images/gifs_readme/6_RandomElasticDeformation_mri.gif" alt="Random elastic transformation"> </a> </td> </tr> <tr> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randombiasfield">Random bias field artifact</a> </td> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randommotion">Random motion artifact</a> </td> </tr> <tr> <td align="center"> <a href="http://torchio.rtfd.io/transforms/augmentation.html#randombiasfield"> <img src="https://raw.githubusercontent.com/fepegar/torchio/master/docs/images/gifs_readme/7_RandomBiasField_mri.gif" alt="Random bias field artifact"> </a> </td> <td align