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.
Try and start with
pip install mmcvor 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)