hhy5277 / mmcv

Open MMLab Computer Vision Foundation

mmcv

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)