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ba059611d1
* track progress of iter&enum * restore * add momentum scheduler * fix small bug * cyclic scheduler" * fix bug * fix second phase's bug * reformat * feature (cosine lr): use relative ratio for more flexible scheduler * Fix (runner): fix bugs in runner * Refactor (hook): refactor cosing/cyclic LR/momentum hook with unittest * Clean unnecessary files and reformat * Fix memory key error when GPU is not avaliable * Resolve comments * Do not print momentum in text log * Change hook register order * Refactor max_iter * Fix max_iter bugs in runner * Enforce target_ratio to be either tuple or float
MMCV
====
.. image:: https://travis-ci.com/open-mmlab/mmcv.svg?branch=master
:target: https://travis-ci.com/open-mmlab/mmcv
.. image:: https://codecov.io/gh/open-mmlab/mmcv/branch/master/graph/badge.svg
:target: https://codecov.io/gh/open-mmlab/mmcv
.. image:: https://img.shields.io/github/license/open-mmlab/mmcv.svg
:target: https://github.com/open-mmlab/mmcv/blob/master/LICENSE
Introduction
------------
MMCV is a foundational python library for computer vision research and supports many
research projects in MMLAB, such as `MMDetection <https://github.com/open-mmlab/mmdetection>`_
and `MMAction <https://github.com/open-mmlab/mmaction>`_.
It provides the following functionalities.
- Universal IO APIs
- Image processing
- Video processing
- Image and annotation visualization
- Useful utilities (progress bar, timer, ...)
- PyTorch runner with hooking mechanism
- Various CNN architectures
See the `documentation <http://mmcv.readthedocs.io/en/latest>`_ for more features and usage.
Note: MMCV requires Python 3.5+.
Installation
------------
Try and start with
.. code::
pip install mmcv
or install from source
.. code::
git clone https://github.com/open-mmlab/mmcv.git
cd mmcv
pip install -e .
Note: If you would like to use :code:`opencv-python-headless` instead of :code:`opencv-python`,
e.g., in a minimum container environment or servers without GUI,
you can first install it before installing MMCV to skip the installation of :code:`opencv-python`.