mmagic

背景

我们正式发布 MMagic v1.0.0 版本，源自 MMEditing 和 MMGeneration。

经过 OpenMMLab 2.0 框架的迭代更新以及与 MMGeneration 的合并，MMEditing 已经成为了一个支持基于 GAN 和 CNN 的底层视觉算法的强大工具。而今天，MMEditing 将更加拥抱生成式 AI（Generative AI），正式更名为 MMagic（Multimodal Advanced, Generative, and Intelligent Creation），致力于打造更先进、更全面的 AIGC 开源算法库。MMagic 将为广大研究者与 AIGC 爱好者们提供更加快捷灵活的实验支持，助力你的 AIGC 探索之旅。

📊 模型库

支持的算法

Conditional GANs	Unconditional GANs	Image Restoration	Image Super-Resolution
- SNGAN/Projection GAN (ICLR’2018) - SAGAN (ICML’2019) - BIGGAN/BIGGAN-DEEP (ICLR’2018)	- DCGAN (ICLR’2016) - WGAN-GP (NeurIPS’2017) - LSGAN (ICCV’2017) - GGAN (ArXiv’2017) - PGGAN (ICLR’2018) - SinGAN (ICCV’2019) - StyleGANV1 (CVPR’2019) - StyleGANV2 (CVPR’2019) - StyleGANV3 (NeurIPS’2021) - DragGan (2023)	- SwinIR (ICCVW’2021) - NAFNet (ECCV’2022) - Restormer (CVPR’2022)	- SRCNN (TPAMI’2015) - SRResNet&SRGAN (CVPR’2016) - EDSR (CVPR’2017) - ESRGAN (ECCV’2018) - RDN (CVPR’2018) - DIC (CVPR’2020) - TTSR (CVPR’2020) - GLEAN (CVPR’2021) - LIIF (CVPR’2021) - Real-ESRGAN (ICCVW’2021)
Video Super-Resolution	Video Interpolation	Image Colorization	Image Translation
- EDVR (CVPR’2018) - TOF (IJCV’2019) - TDAN (CVPR’2020) - BasicVSR (CVPR’2021) - IconVSR (CVPR’2021) - BasicVSR++ (CVPR’2022) - RealBasicVSR (CVPR’2022)	- TOFlow (IJCV’2019) - CAIN (AAAI’2020) - FLAVR (CVPR’2021)	- InstColorization (CVPR’2020)	- Pix2Pix (CVPR’2017) - CycleGAN (ICCV’2017)
Inpainting	Matting	Text-to-Image(Video)	3D-aware Generation
- Global&Local (ToG’2017) - DeepFillv1 (CVPR’2018) - PConv (ECCV’2018) - DeepFillv2 (CVPR’2019) - AOT-GAN (TVCG’2019) - Stable Diffusion Inpainting (CVPR’2022)	- DIM (CVPR’2017) - IndexNet (ICCV’2019) - GCA (AAAI’2020)	- GLIDE (NeurIPS’2021) - Guided Diffusion (NeurIPS’2021) - Disco-Diffusion (2022) - Stable-Diffusion (2022) - DreamBooth (2022) - Textual Inversion (2022) - Prompt-to-Prompt (2022) - Null-text Inversion (2022) - ControlNet (2023) - Stable Diffusion XL (2023) - AnimateDiff (2023) - ViCo (2023) - FastComposer (2023) - PowerPaint (2023)	- EG3D (CVPR’2022)

请参考模型库了解详情。

相关链接

• open-mmlab/mmagic · GitHub