/mmcv

Open MMLab Computer Vision Foundation

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

mmcv

https://travis-ci.com/open-mmlab/mmcv.svg?branch=master

Introduction

mmcv is a foundational python library for computer vision research and supports many research projects in MMLAB, such as mmdetection.

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 for more features and usage.

Installation

Try and start with

pip install mmcv

or install from source

git clone https://github.com/open-mmlab/mmcv.git
cd mmcv
pip install .  # (add "-e" if you want to develop or modify the codes)