生态项目¶
欢迎来到 MMagic 社区!
MMagic 社区由来自学术界和工业界的广大研究人员、机器学习和应用工程师编写的教程、库和项目组成。
该社区的目标是支持、加速和帮助您使用 MMagic 探索 AIGC,例如图像、视频、3D 内容生成、编辑和处理。
这里有一些基于 MMagic 的项目。 它们是如何将 MMagic 用作库的示例,以使您的项目更易于维护。请在MMagic Ecosystem中找到更多项目。
库和工具箱的项目¶
PowerVQE:基于 PyTorch 和 MMagic 的压缩视频质量增强开放框架
VR-Baseline:视频修复工具箱
Derain-Toolbox:单图像去雨工具箱和基准
研究论文项目¶
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]
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]