MMEditing is an open-source toolbox for low-level vision. It supports various tasks. MMEditing is a low-level vision toolbox based on PyTorch, supporting super-resolution, inpainting, matting, video interpolation, etc. We decompose the editing framework into different components and one can easily construct a customized editor framework by combining different modules. The toolbox directly supports popular and contemporary inpainting, matting, super-resolution and generation tasks. The toolbox provides state-of-the-art methods in inpainting/matting/super-resolution/generation. 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 a better experience. When installing PyTorch in Step 2, you need to specify the version of CUDA. If you are not clear on which to choose, follow our recommendations.

Features

  • The master branch works with PyTorch 1.5+
  • Modular design
  • Support of multiple tasks in editing
  • State of the art
  • MMEditing depends on PyTorch and MMCV
  • Install MMCV with MIM

Project Samples

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License

Apache License V2.0

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Additional Project Details

Operating Systems

Windows

Programming Language

Python

Related Categories

Python Machine Learning Software, Python Inpainting Tool

Registered

2022-08-03