PaddlePaddle：包括许多有趣的应用程序，如一阶运动传递、Wav2Lip、图片修复、图像编辑等

English | [简体中文](./README_cn.md) # PaddleGAN PaddleGAN provides developers with high-performance implementation of classic and SOTA Generative Adversarial Networks, and supports developers to quickly build, train and deploy GANs for academic, entertainment and industrial usage. GAN-Generative Adversarial Network, was praised by "the Father of Convolutional Networks" **Yann LeCun (Yang Likun)** as **[One of the most interesting ideas in the field of computer science in the past decade]**. It's the one research area in deep learning that AI researchers are most concerned about. <div align='center'> <img src='./docs/imgs/ppgan.jpg'> </div> [](LICENSE) ## 🎪 Hot Activities - 2021.4.15~4.22 GAN 7 Days Course Camp: Baidu Senior Research Developers help you learn the basic and advanced GAN knowledge in 7 days! **Courses videos and related materials: https://aistudio.baidu.com/aistudio/course/introduce/16651** ## 🚀 Recent Updates - 👶 **Young or Old？：[StyleGAN V2 Face Editing](./docs/en_US/tutorials/styleganv2editing.md)-Time Machine！** 👨‍🦳 - **[Online Toturials](https://aistudio.baidu.com/aistudio/projectdetail/3251280?channelType=0&channel=0)** <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/146649047-765ec085-0a2c-4c88-9527-744836448651.gif' width='200'/> </div> - 🔥 **Latest Release: [PP-MSVSR](./docs/en_US/tutorials/video_super_resolution.md)** 🔥 - **Video Super Resolution SOTA models** <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/144848981-00c6ad21-0702-4381-9544-becb227ed9f0.gif' width='300'/> </div> - 😍 **Boy or Girl？：[StyleGAN V2 Face Editing](./docs/en_US/tutorials/styleganv2editing.md)-Changing genders！** 😍 - **[Online Toturials](https://aistudio.baidu.com/aistudio/projectdetail/2565277?contributionType=1)** <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/141226707-58bd661e-2102-4fb7-8e18-c794a6b59ee8.gif' width='300'/> </div> - 👩‍🚀 **A Space Odyssey ：[LapStyle](./docs/zh_CN/tutorials/lap_style.md) image translation take you travel around the universe**👨‍🚀 - **[Online Toturials](https://aistudio.baidu.com/aistudio/projectdetail/2343740?contributionType=1)** <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/133392621-9a552c46-841b-4fe4-bb24-7b0cbf86616c.gif' width='250'/> <img src='https://user-images.githubusercontent.com/48054808/133392630-c5329c4c-bc10-406e-a853-812a2b1f0fa6.gif' width='250'/> <img src='https://user-images.githubusercontent.com/48054808/133392652-f4811b1e-0676-4402-808b-a4c96c611368.gif' width='250'/> </div> - 🧙‍♂️ **Latest Creative Project：create magic/dynamic profile for your student ID in Hogwarts** 🧙‍♀️ - **[Online Toturials](https://aistudio.baidu.com/aistudio/projectdetail/2288888?channelType=0&channel=0)** <div align='center'> <img src='https://ai-studio-static-online.cdn.bcebos.com/da1c51844ac048aa8d4fa3151be95215eee75d8bb488409d92ec17285b227c2c' width='200'/> </div> - **💞 Add Face Morphing function💞 : you can perfectly merge any two faces and make the new face get any facial expressions!** - Tutorials: https://aistudio.baidu.com/aistudio/projectdetail/2254031 <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/128299870-66a73bb3-57a4-4985-aadc-8ddeab048145.gif' width='200'/> </div> - **Publish a new version of First Oder Motion model by having two impressive features:** - High resolution 512x512 - Face Enhancement - Tutorials: https://github.com/PaddlePaddle/PaddleGAN/blob/develop/docs/zh_CN/tutorials/motion_driving.md - **New image translation ability--transfer photo into oil painting style:** - Complete tutorials for deployment: https://github.com/wzmsltw/PaintTransformer <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/129904830-8b87e310-ea51-4aff-b29b-88920ee82447.png' width='500'/> </div> ## Document Tutorial #### **Installation** * Environment dependence: - PaddlePaddle >= 2.1.0 - Python >= 3.6 - CUDA >= 10.1 * [Full installation tutorial](https://github.com/PaddlePaddle/PaddleGAN/blob/develop/docs/zh_CN/install.md) #### **Starter Tutorial** - [Quick start](./docs/en_US/get_started.md) - [Data Preparation](./docs/en_US/data_prepare.md) - [Instruction of APIs](./docs/en_US/apis/apps.md) - [Instruction of Config Files](./docs/en_US/config_doc.md) ## Model Tutorial * [Pixel2Pixel](./docs/en_US/tutorials/pix2pix_cyclegan.md) * [CycleGAN](./docs/en_US/tutorials/pix2pix_cyclegan.md) * [LapStyle](./docs/en_US/tutorials/lap_style.md) * [PSGAN](./docs/en_US/tutorials/psgan.md) * [First Order Motion Model](./docs/en_US/tutorials/motion_driving.md) * [FaceParsing](./docs/en_US/tutorials/face_parse.md) * [AnimeGANv2](./docs/en_US/tutorials/animegan.md) * [U-GAT-IT](./docs/en_US/tutorials/ugatit.md) * [Photo2Cartoon](./docs/en_US/tutorials/photo2cartoon.md) * [Wav2Lip](./docs/en_US/tutorials/wav2lip.md) * [Single Image Super Resolution(SISR)](./docs/en_US/tutorials/single_image_super_resolution.md) * Including: RealSR, ESRGAN, LESRCNN, PAN, DRN * [Video Super Resolution(VSR)](./docs/en_US/tutorials/video_super_resolution.md) * Including: ⭐ PP-MSVSR ⭐, EDVR, BasicVSR, BasicVSR++ * [StyleGAN2](./docs/en_US/tutorials/styleganv2.md) * [Pixel2Style2Pixel](./docs/en_US/tutorials/pixel2style2pixel.md) * [StarGANv2](docs/en_US/tutorials/starganv2.md) * [MPR Net](./docs/en_US/tutorials/mpr_net.md) * [FaceEnhancement](./docs/en_US/tutorials/face_enhancement.md) * [PReNet](./docs/en_US/tutorials/prenet.md) * [SwinIR](./docs/en_US/tutorials/swinir.md) * [InvDN](./docs/en_US/tutorials/invdn.md) * [AOT-GAN](./docs/en_US/tutorials/aotgan.md) * [NAFNet](./docs/en_US/tutorials/nafnet.md) * [GFPGan](./docs/en_US/tutorials/gfpgan.md) * [GPEN](./docs/en_US/tutorials/gpen.md) ## Composite Application * [Video restore](./docs/en_US/tutorials/video_restore.md) ## Online Tutorial You can run those projects in the [AI Studio](https://aistudio.baidu.com/aistudio/projectoverview/public/1?kw=paddlegan) to learn how to use the models above: |Online Tutorial | link | |--------------|-----------| |Motion Driving-multi-personal "Mai-ha-hi" | [Click and Try](https://aistudio.baidu.com/aistudio/projectdetail/1603391) | |Restore the video of Beijing hundreds years ago|[Click and Try](https://aistudio.baidu.com/aistudio/projectdetail/1161285)| |Motion Driving-When "Su Daqiang" sings "unravel" |[Click and Try](https://aistudio.baidu.com/aistudio/projectdetail/1048840)| ## Examples ### Face Morphing <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/129020371-75de20d1-705b-44b1-8254-e09710124244.gif'width='700' /> </div> ### Image Translation <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/119464966-d5c1c000-bd75-11eb-9696-9bb75357229f.gif'width='700' height='200'/> </div> ### Old video restore <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/119469496-fc81f580-bd79-11eb-865a-5e38482b1ae8.gif' width='700'/> </div> ### Motion driving <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/119469551-0a377b00-bd7a-11eb-9117-e4871c8fb9c0.gif' width='700'> </div> ### Super resolution <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/119469753-3e12a080-bd7a-11eb-9cde-4fa01b3201ab.png'width='700' height='250'/> </div> ### Makeup shifter <div align='center'> <img src='https://user-images.githubusercontent.com/48054808/119469834-4ff44380-bd7a-11eb-93b6-05b705dcfbf2.png'width='700' height