GitHub - open-mmlab/mmagic at 0.x (original) (raw)

Introduction

MMEditing is an open-source image and video editing toolbox based on PyTorch. It is a part of the OpenMMLab project. Currently, MMEditing supports:

The master branch works with PyTorch 1.5+.

Some Demos:

RealBasicVSR.Demo.watermark.mp4 CAIN.Demo.mp4 Major features

Note that MMSR has been merged into this repo, as a part of MMEditing. With elaborate designs of the new framework and careful implementations, hope MMEditing could provide better experience.

What's New

MMEditing maintains both master and 1.x branches. See more details in Branch Maintenance Plan.

💎 Stable version

0.16.1 was released in 24/02/2023:

Please refer to changelog.md for details and release history.

🌟 Preview of 1.x version

A brand new version of MMEditing v1.0.0rc6 was released in 24/02/2023:

Find more new features in 1.x branch. Issues and PRs are welcome!

Installation

MMEditing depends on PyTorch and MMCV. Below are quick steps for installation.

**Step 1.**Install PyTorch following official instructions.

**Step 2.**Install MMCV with MIM.

pip3 install openmim mim install mmcv-full

**Step 3.**Install MMEditing from source.

git clone https://github.com/open-mmlab/mmediting.git cd mmediting pip3 install -e .

Please refer to install.md for more detailed instruction.

Getting Started

Please see getting_started.md and demo.md for the basic usage of MMEditing.

Model Zoo

Supported algorithms:

Inpainting

Please refer to model_zoo for more details.

Contributing

We appreciate all contributions to improve MMEditing. Please refer to our contributing guidelines.

Acknowledgement

MMEditing is an open source project that is contributed by researchers and engineers from various colleges and companies. We appreciate all the contributors who implement their methods or add new features, as well as users who give valuable feedbacks. We wish that the toolbox and benchmark could serve the growing research community by providing a flexible toolkit to reimplement existing methods and develop their own new methods.

Branch Maintenance Plan

MMEditing currently has two branches, the master and 1.x branches, which go through the following three phases.

Phase Time Branch description
RC Period 2022/9/1 - 2022.12.31 Release candidate code (1.x version) will be released on 1.x branch. Default master branch is still 0.x version Master and 1.x branches iterate normally
Compatibility Period 2023/1/1 - 2023.12.31 Default master branch will be switched to 1.x branch, and 0.x branch will correspond to 0.x version We still maintain the old version 0.x, respond to user needs, but try not to introduce changes that break compatibility; master branch iterates normally
Maintenance Period From 2024/1/1 Default master branch corresponds to 1.x version and 0.x branch is 0.x version 0.x branch is in maintenance phase, no more new feature support; master branch is iterating normally

Citation

If MMEditing is helpful to your research, please cite it as below.

@misc{mmediting2022, title = {{MMEditing}: {OpenMMLab} Image and Video Editing Toolbox}, author = {{MMEditing Contributors}}, howpublished = {\url{https://github.com/open-mmlab/mmediting}}, year = {2022} }

License

This project is released under the Apache 2.0 license.

Projects in OpenMMLab