mirror of https://github.com/open-mmlab/mmcv.git
66 lines
1.7 KiB
ReStructuredText
66 lines
1.7 KiB
ReStructuredText
MMCV
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====
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.. image:: https://img.shields.io/pypi/v/mmcv
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:target: https://pypi.org/project/mmcv
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.. image:: https://github.com/open-mmlab/mmcv/workflows/build/badge.svg
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:target: https://github.com/open-mmlab/mmcv/actions
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.. image:: https://codecov.io/gh/open-mmlab/mmcv/branch/master/graph/badge.svg
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:target: https://codecov.io/gh/open-mmlab/mmcv
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.. image:: https://img.shields.io/github/license/open-mmlab/mmcv.svg
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:target: https://github.com/open-mmlab/mmcv/blob/master/LICENSE
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Introduction
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------------
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MMCV is a foundational python library for computer vision research and supports many
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research projects in MMLAB, such as `MMDetection <https://github.com/open-mmlab/mmdetection>`_
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and `MMAction <https://github.com/open-mmlab/mmaction>`_.
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It provides the following functionalities.
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- Universal IO APIs
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- Image/Video processing
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- Image and annotation visualization
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- Useful utilities (progress bar, timer, ...)
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- PyTorch runner with hooking mechanism
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- Various CNN architectures
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- High-quality implementation of common CUDA ops
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See the `documentation <http://mmcv.readthedocs.io/en/latest>`_ for more features and usage.
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Note: MMCV requires Python 3.6+.
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Installation
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------------
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Try and start with
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.. code::
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pip install mmcv
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or install from source
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.. code::
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git clone https://github.com/open-mmlab/mmcv.git
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cd mmcv
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pip install -e .
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If you are on macOS, replace the last command with
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.. code::
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CC=lang CXX=clang++ CFLAGS='-stdlib=libc++' pip install -e .
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Note: If you would like to use :code:`opencv-python-headless` instead of :code:`opencv-python`,
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e.g., in a minimum container environment or servers without GUI,
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you can first install it before installing MMCV to skip the installation of :code:`opencv-python`.
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