MMEditing is an open source image and video editing toolbox based on PyTorch. It is a part of the OpenMMLab project.
The master branch works with PyTorch 1.3 to 1.5.
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Modular design
We decompose the editing framework into different components and one can easily construct a customized editor framework by combining different modules.
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Support of multiple tasks in editing
The toolbox directly supports popular and contemporary inpainting, matting, super-resolution ang generation tasks.
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State of the art
The toolbox provides state-of-the-art methods in inpainting/matting/super-resolution/generation.
This project is released under the Apache 2.0 license.
v0.5 was released in 09/07/2020.
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.
Please refer to model_zoo.md for more details.
Please refer to install.md for installation.
Please see getting_started.md for the basic usage of MMEditing.
We appreciate all contributions to improve MMEditing. Please refer to CONTRIBUTING.md in MMDetection for the contributing guideline.
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.
If you use this toolbox or benchmark in your research, please cite this project.
@misc{mmediting2020,
author = {He, Jiamin and Xu, Rui and Wang, Xintao and Jiang, Liming and Wu, Wayne and Qian, Chen and Chen, Kai and Lin, Dahua and Loy, Chen Change},
title = {{MMEditing}: Open MMLab Image and Video Editing Toolbox},
howpublished = {\url{https://github.com/open-mmlab/mmediting}},
year = {2020}
}
Jiamin He, Rui Xu, Xintao Wang are equal contributors.
This repo is currently maintained by Jiamin He (@hejm37), Rui Xu (@nbei), Xintao Wang (@xinntao), Liming Jiang(@EndlessSora), Kai Chen (@hellock).