Welcome to the MMagic community! The MMagic ecosystem consists of tutorials, libraries, and projects from a broad set of researchers in academia and industry, ML and application engineers. The goal of this ecosystem is to support, accelerate, and aid in your AIGC exploration with MMagic for image, video, 3D content generation, editing and processing.

Here are a few projects that are built upon MMagic. They are examples of how to use MMagic as a library, to make your projects more maintainable. Please find more projects in MMagic Ecosystem.

You can submit your project so that it can be shown on the homepage of OpenMMLab.

Here is an example project about how to add your projects to MMagic. You can copy and create your own project from the example project.

We also provide some documentation listed below for your reference:

• Contribution Guide

  The guides for new contributors about how to add your projects to MMagic.

• New Model Guide

  The documentation of adding new models.

• Discussions

  Welcome to start a discussion!

• PowerVQE: Open framework for quality enhancement of compressed videos based on PyTorch and MMagic.

• VR-Baseline: Video Restoration Toolbox.

• Derain-Toolbox: Single Image Deraining Toolbox and Benchmark

• Towards Interpretable Video Super-Resolution via Alternating Optimization, ECCV 2022[github]

• SepLUT:Separable Image-adaptive Lookup Tables for Real-time Image Enhancement, ECCV 2022[github]

• TTVSR: Learning Trajectory-Aware Transformer for Video Super-Resolution, CVPR 2022[github]

• Arbitrary-Scale Image Synthesis, CVPR 2022[github]

• Investigating Tradeoffs in Real-World Video Super-Resolution(RealBasicVSR), CVPR 2022[github]

• BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment, CVPR 2022[github]

• Multi-Scale Memory-Based Video Deblurring, CVPR 2022[github]

• AdaInt:Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement, CVPR 2022[github]

• A New Dataset and Transformer for Stereoscopic Video Super-Resolution, CVPRW 2022[github]

• Liquid warping GAN with attention: A unified framework for human image synthesis, TPAMI 2021[github]

• BasicVSR:The Search for Essential Components in Video Super-Resolution and Beyond, CVPR 2021[github]

• GLEAN:Generative Latent Bank for Large-Factor Image Super-Resolution, CVPR 2021[github]

• DAN:Unfolding the Alternating Optimization for Blind Super Resolution, NeurIPS 2020[github]