Gfpgan demo 简介：本文旨在介绍一种基于Wav2Lip-GFPGAN深度学习模型的数字人Demo制作方法。通过详细解析模型原理、步骤实现和代码示例，使非专业读者也能理解并实践复杂的技术概念。 As the technology behind SadTalker and GFPGAN continues to evolve, we can expect even more realistic and versatile applications. It leverages rich and diverse priors encapsulated in a pretrained face GAN ( e. Restore old photos or AI generated faces with GFPGAN. GFPGAN is the important component of Sadtalker to enhance and improve the the final animated video quality. com（码云） 是 OSCHINA. GFPGAN aims at developing a Practical Algorithm for Real-world Face Restoration. Dec 16, 2021 · 在安装GFPGAN的过程中，一定要仔细查看错误信息，根据具体的错误提示逐步解决问题。同时，确保使用的pip和setuptools是最新版本，创建新的虚拟环境也能避免很多依赖冲突的问题。希望我的这些经验能对大家有所帮助，让大家顺利安装并使用GFPGAN。 High quality Lip sync. update gfpgan demo (#4) over 2 years ago; requirements. - adheep/GFPGAN-FaceRestoration [Demo] Xintao Wang, Yu Li, Honglun Zhang, Ying High quality Lip sync. How-ever, the inaccessibility of high-resolution references limits High quality Lip sync. Once we've built your image locally, run the container using this following command: docker run -d -p 5000:5000 gfpgan-flask-demo-gradient:latest Then we can localhost:5000 and following the two steps needed to run GFP-GAN through the app. We provide a clean version of GFPGAN, which can run without CUDA extensions. Default gfpgan_weights - path to the weights file OR an empty string ("") for automatic weights downloading. macOS GFPGAN Subjective score 2. Contribute to LIRUILONGS/Wav2Lip-GFPGAN_Python_Demo development by creating an account on GitHub. 此处可能存在不合适展示的内容，页面不予展示。您可通过相关编辑功能自查并修改。 如您确认内容无涉及 不当用语 / 纯广告导流 / 暴力 / 低俗色情 / 侵权 / 盗版 / 虚假 / 无价值内容或违法国家有关法律法规的内容，可点击提交进行申诉，我们将尽快为您处理。 Dec 30, 2021 · GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. Readers can find more of Bouchard’s work on his YouTube Channel here . High quality Lip sync. - GFPGAN/README. 克隆官方Demo. 1k PhotoMaker PhotoMaker Public You signed in with another tab or window. All you have to do is GFPGAN-onnxruntime-demo. 2. ai (may need to sign in, return the whole image) GFPGAN利用预训练的StyleGAN2等人脸生成网络进行盲人脸修复。项目提供多种在线演示，包括Huggingface Gradio和Colab，支持增强背景区域，适用于各种质量的图像输入。最新1. , StyleGAN2) to restore realistic faces while precerving fidelity. Run start. huggingface. 人脸复原通常依赖于脸部先验，如脸部几何先验、参考先验等，才能恢复真实且准确的细节。 今天给大家分享一款腾讯出品的超强ai老照片修复工具 gfpgan，手把手教你本地部署，也准备了离线整合包，解压即可用。 gfpgan简介gfpgan是腾讯开源的人脸修复算法，它利用预先训练好的面部修复算法，并且封装了各种… Dec 27, 2021 · 1) Colab Demo. Wenxuan Zhang, Xiaodong Cun, Xuan Wang, Yong Zhang, Xi Shen, Yu Guo, Ying Shan, Fei Wang. Once the upscaling process is complete , you can find your upscaled video results , under the "results_mp4_videos" folder. Huggingface 上的 GFPGAN Demo 是用 Gradio 实现的。. 686 # 30 - Video Super-Resolution MSU Video Super Resolution Benchmark: Detail Restoration Download the checkpoint and gfpgan below↓. Visualize まとめ 参考文献 こんにちは！ 皆さんは技術トレンドをチェックしたりしているでしょうか。僕は技術トレンドを把握するために定期的にGitHubのトレンドをチェックしています Run GFPGAN created by tencentarc, the #1 AI model for Practical Face Restoration. With GFPGAN, you can easily restore old photos or improve AI-generated faces. It can upscale low-quality, low-resolution photo portraits to almost unbelievable results. To use it, simply upload 💥 Updated online demo: Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model) 🚀 Thanks for your interest in our work. To start off we’ll run the cell under 1. Run “2. The process is made straightforward through the Jul 28, 2022 · Those who want to download the code can do so for free or visit the existing demo online to try for themselves. GFPGAN is a blind face restoration algorithm towards real-world face images. 1k次，点赞12次，收藏18次。MagicMind是面向寒武纪MLU的推理加速引擎。MagicMind能将人工智能框架（TensorFlow、PyTorch、Caffe与ONNX等）训练好的算法模型转换成MagicMind统一计算图表示，并提供端到端的模型优化、代码生成以及推理业务部署能力。 High quality Lip sync. Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model) We provide a clean version of GFPGAN, which can run without CUDA extensions. utils import imwrite from gfpgan import GFPGANer def main(): """Inference demo for GFPGAN (for users). GFPGAN: Practical Face Restoration Algorithm Loading GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. Replicate demo for GFPGAN （You may need to login in to upload images~） GFPGAN aims at developing Practical Algorithm for Real-world Face Restoration. 4和1. Feb 22, 2023 · In this AI Demo, we'll be showcasing GFPGAN, a powerful face restoration algorithm. py at master · TencentARC/GFPGAN update gfpgan demo #4. gfpgan是一套人臉修復模型，它可將低解析度、模糊不清楚、破損的人臉，還原成清晰無噪訊的樣貌，與其它相同功能的模型相比，gfpgan在臉部細節以及清晰度上更勝一籌（尤其是針對東方人臉型）。 GFPGAN + Gradio + Huggingface 这三者我都是刚接触，揉在一起还是挺好玩的。 下面我就将整个实现过程详细介绍一下. By leveraging generative adversarial networks (GANs) and facial priors, GFPGAN excels at restoring low-resolution, blurred, or damaged facial images while preserving high fidelity and naturalness. Oct 10, 2024 · Running GFPGAN. update gfpgan demo (#4) High quality Lip sync. md at master · TencentARC/GFPGAN Aug 12, 2023 · The potential business opportunities for GFPGAN are vast, and we can expect to see even more innovative applications for GFPGAN in the future. Home; Tools; GFPGAN; Watch on YouTube. wang@outlook. GFPGAN is a practical algorithm developed for real-world face restoration. It leverages the generative face prior in a pre-trained GAN (e. GFPGAN plays a crucial role to enhance the quality and realism of the generated avatars. You can even see a demo of GFPGAN in action on my Mar 13, 2022 · GFPGAN V1. It leverages the generative face prior in a pre-trained GAN ( e. Reload to refresh your session. NET 推出的代码托管平台，支持 Git 和 SVN，提供免费的私有仓库托管。目前已有超过 1200万的开发者选择 Gitee。 We would like to show you a description here but the site won’t allow us. -description = "Gradio demo for GFP-GAN: Towards Real-World Blind Face Restoration with Generative Facial Prior. com. Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model) Online demo: Huggingface (return only the cropped face) Online demo: Replicate. Utilizing a powerful facial prior, GFPGAN accurately reconstructs details in degraded images, such as old photos or low-resolution faces, while preserving identity and Download the checkpoints and gfpgan models in the downloads section. 除了开源代码，官方也早已开通了多个线上试玩通道。 在这里，我们用HuggingFace来给大家展示具体效果。 GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. Colab Demo for GFPGAN; (Another Colab Demo for the original paper model) Online demo: Huggingface (return only the cropped face) Online demo: Replicate. You signed out in another tab or window. Discover amazing ML apps made by the community. Per prima cosa apri il seguenti link cliccando qui. ipynb,有基础小伙伴按照步骤即可完成，下面的就不需要看了 有困难的小伙伴可以克隆下面的这个，fork 了上面的项目，提供了当前搭建环境步骤，需要的素材脚本： GFPGAN - Towards Real-World Blind Face Restoration with Generative Facial Prior GFPGAN is a blind face restoration algorithm towards real-world face images. 08 17:43 浏览量：8. GFPGAN (Generative Facial Prior-Generative Adversarial Network) is an innovative artificial intelligence algorithm aimed at real-world face restoration, particularly for old or degraded photos. close. Conclusion. GFPGAN 的官方 Demo 就属 Huggingface 体验还行，缺点是只输出人脸且使用的是老模型。 clone 之前先安装 git lfs Nov 7, 2023 · 在安装GFPGAN的过程中，一定要仔细查看错误信息，根据具体的错误提示逐步解决问题。同时，确保使用的pip和setuptools是最新版本，创建新的虚拟环境也能避免很多依赖冲突的问题。 Mar 13, 2022 · GFPGAN V1. You may also want to check our new updates on the tiny models for anime images and videos in Real-ESRGAN:blush: GFPGAN aims at developing a Practical Algorithm for Real-world Face Restoration. Preparations. Contribute to ajay-sainy/Wav2Lip-GFPGAN development by creating an account on GitHub. scale_factor, mode='bilinear', align_corners=False) Practical face restoration algorithm for *old photos* or *AI-generated faces* (for larger images) Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model) Online demo: Huggingface (return only the cropped face) Online demo: Replicate. Macbook: Mar 16, 2024 · gfpgan可以利用强大的生成先验技术，对现实生活中的照片进行面部修复和色彩增强。 我们的方法可以在复杂的现实世界退化上产生合理和逼真的面部，而其他方法无法恢复可信的面部细节或产生伪影（特别是在图 5 的 WebPhoto-Test 中）。 Jan 4, 2023 · GFPGAN (CVPR 2021) Paper | Project Page English | 简体中文. Jun 22, 2022 · 项目场景：再对一张图像做超分辨率，提取人脸单独做人脸超分，最后把结果贴回原图，实现人脸和背景分离的超分结合。背景（自然景物超分辨率）和人脸超分辨率相结合，可以实现更高的超分效果，提升结果的观感。 Oct 16, 2023 · You signed in with another tab or window. g. docker build gfpgan . If anyone is interested to test it on own data you can refer my colab notebook or open-source github link of official GFPGAN’s. Visit GFPGAN Website. GFPGAN (CVPR 2021) GFPGAN aims at developing Practical Algorithm for Real-world Face Restoration. It leverages the rich and diverse priors encapsulated in a pre-trained face GAN (such as StyleGAN2) to perform blind face restoration on old photos or AI-generated faces. ai (may need to sign in, return the whole image). Jun 26, 2024 · GFPGAN-onnxruntime-demo是针对GFPGAN模型的ONNX推理代码实现，使得这一先进的人脸修复技术更加易于部署和应用。 该项目不仅解决了风格迁移过程中ONNX不支持特定操作的问题，还优化了原模型中的架构，使之更适应单一向前传播流程，极大简化了运行过程。 GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. 4版本生成更多细节并保持身份一致性。无需CUDA扩展的清洁版本适用于多平台运行。 Discover amazing ML apps made by the community GFPGAN (Generative Facial Prior GAN) is a state-of-the-art AI model developed for high-quality face restoration in real-world scenarios. Then run this cell , it will take a good amount of time depending on the length of your video and how many videos you want to upscale. Get a high-quality, restored image as output. :boom: Updated online demo: Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model):rocket: Thanks for your interest in our work. GFPGAN Image GFPGAN: Practical Face Restoration Algorith. interpolate(out, scale_factor=self. You may also want to check our new updates on the tiny models for anime images and videos in Real-ESRGAN:blush: Mar 6, 2024 · 文章浏览阅读2. GFPGAN Inference Demo (Paper Model) GFPGAN - Towards Real-World Blind Face Restoration with Generative Facial Prior. In this work, we propose GFP-GAN that leverages rich and diverse priors Download the checkpoints and gfpgan models in the downloads section. GFPGAN (CVPR 2021) [Project Page] [Demo] Xintao Wang, Yu Li, Honglun Zhang, Ying Shan Applied Research Center (ARC), Tencent PCG. Dec 19, 2023 · 腾讯AI模型GFPGAN火上GitHub热榜第一，Demo在线可玩 GFP-GAN可以对图像进行修复，效果非常炸裂。 目前可通过Colab、Hugging Face或本地运行代码进行试玩。 Jan 19, 2022 · 而以上这些效果，无需专业 PS 技能，只用一个网页端的 Demo、点点鼠标上传图片就能搞定！ 这么方便的修复神器，立刻引来了广大网友的围观和试玩。 不少人都用自己童年时低像素的照片来试验，这效果仿佛十几年前的自己就站在眼前了： Nov 4, 2024 · GFPGAN (Generative Facial Prior GAN) v1. Discover amazing ML apps made by the community :boom: Updated online demo: . Feb 23, 2022 · GFPGANについて さっそく試してみた 1. The model's capabilities can be leveraged by individuals or companies working on projects that require high-quality face restoration. Dec 23, 2021 · GFPGAN - a Hugging Face Space by akhaliq. It is avaliable for background SR with RealESRGAN. - GFPGAN/inference_gfpgan. GFPGAN aims at developing Practical Algorithm for Real-world Face Restoration. Jun 10, 2023 · 我们的主题是如何在AutoDL云算力平台上部署并使用Wav2Lip和GFPGAN两个人工智能模型来创建AI数字人视频。我们的目标是利用Wav2Lip模型将输入的音频与数字人的口型进行同步，然后使用GFPGAN模型对生成的数字人的面部图像进行高质量的重建，从而创造出逼真的AI数字人视频。 Aug 31, 2024 · GFPGAN in Pytorch and ONNX. It is designed to restore old photos or AI-generated faces. co (backed by GPU, returns the whole image). txt. py 6. Abstract Blind face restoration GFPGAN (CVPR 2021) Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model) Online demo: Huggingface (return only the cropped face) Online demo: Replicate. 2、准备工作 2. Preparations” Cell to Setup GFPGAN. Jul 25, 2022 · Below is the demo on my own image, applying GFP(generative facial prior) to re-generate clean image, Using the python to show the demo. Safe. 📖 GFP-GAN: Towards Real-World Blind Face Restoration with Generative Facial Prior Feb 21, 2023 · Hugging Face Spaces is a cloud-based collaboration platform that provides an easy way to host and showcase Machine Learning(ML) demo applications on your personal or organizational profile. 97 KB import argparse import cv2 import glob import numpy as np import os import torch from basicsr. co. Macbook: Jan 11, 2021 · Blind face restoration usually relies on facial priors, such as facial geometry prior or reference prior, to restore realistic and faithful details. arxiv | project | Github. Upload an image and choose the version and rescaling factor to get a better quality o Run GFPGAN created by tencentarc, the #1 AI model for Practical Face Restoration. 本次要分享的是腾讯在人像复原、超分等方面的佳作GFPGAN：Towards Real-World Blind Face Restoration with Generative Facial Prior，Github code。 模型结构 图1 GFPGAN模型结构图 摘要. 9k次，点赞23次，收藏22次。作者尝试在Windows10环境中使用TensorRT加速GFPGAN模型的推理，通过pth到onnx再到trt的转换，但实际运行时trt模型的生成时间并未明显减少，可能原因包括不支持的算子或未进行int8量化等，需进一步排查。 Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model) We provide a clean version of GFPGAN, which can run without CUDA extensions. Just click the play button next to it, where it says Clone GFPGAN and enter the GFPGAN folder. If you want to use the paper model, please go to this Colab Demo for GFPGAN . You may also want to check our new updates on the tiny models for anime images and videos in Real-ESRGAN:blush: GFPGAN is a blind face restoration algorithm towards real-world face images. 3版本，上采样尺度是2 :boom: Updated online demo: Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model):rocket: Thanks for your interest in our work. Sign in. 我按照上述步骤成功将1. bat from Windows Explorer as normal, non-administrator, user, a gradio WebUI demo will be started. News component dictionaries [44], to generate realistic results and alleviate the dependency on degraded inputs. co (backed by GPU, returns the whole image) We provide a clean version of GFPGAN GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. Jul 29, 2023 · 写在前面工作中遇到简单整理博文为 Wav2Lip-GFPGAN 环境搭建运行的 Demo理解不足小伙伴帮忙指正 对每个人而言，真正的职责只有一个：找到自 GFPGAN Inference Demo (No colorization; No CUDA extensions required) GFPGAN - Towards Real-World Blind Face Restoration with Generative Facial Prior. Now we’ll just wait a minute or so. You may also want to check our new updates on the tiny models for anime images and videos in Real-ESRGAN 😊. ipynb. Here is the backup. 2. ” You can use this notebook to run a simple demo using a pretrained GFPGAN model instance provided by the creators of the repo. Developed by Tencent’s ARC team, it uses generative priors from pre-trained face GANs (such as StyleGAN2) to enhance facial details in photos. Aug 20, 2023 · Wav2Lip-GFPGAN Demo结合语音唇形转换与图像超分辨率技术，提供完整环境搭建指南。包含Wav2Lip语音驱动唇形生成及GFPGAN图像修复模型安装步骤，支持Windows系统Anaconda环境配置，附详细代码实现与视频合成流程，助力快速实现AI音视频处理应用。 Sep 16, 2022 · GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. 除了开源代码，官方也早已开通了多个线上试玩通道。 在这里，我们用HuggingFace来给大家展示具体效果。 Download the checkpoint and gfpgan below↓. Preparations 2. xinntao/gfpgan - Replicate. Contribute to BruceLiu3385/Wav2Lip-GFPGAN_Python_Demo development by creating an account on GitHub. Contribute to sufeng/Wav2Lip-GFPGAN_Python_Demo development by creating an account on GitHub. Colaboratory o, in breve, “Colab” ti permette di scrivere ed eseguire codice Python nel tuo browser con i seguenti vantaggi: Nessuna configurazione necessaria; Accesso gratuito alle GPU; Condivisione semplificata We’re on a journey to advance and democratize artificial intelligence through open source and open science. 20230914 Upload model; 20230914 Realse Code; 20221120 Introducing the project. checkpoint_type - the official model works with 224x224 crops and has different pre/post processings (imagenet like). Xi'an Jiaotong University, Tencent AI Lab, Ant Group Mar 18, 2024 · 随着深度学习技术的不断进步，Wav2Lip-GFPGAN模型的出现为数字人Demo制作提供了强大的技术支撑。本文将简明扼要地介绍Wav2Lip-GFPGAN模型的工作原理，并通过实例和生动的语言，让读者轻松理解并掌握如何应用这一模型创建数字人Demo。 High quality Lip sync. 此处可能存在不合适展示的内容，页面不予展示。您可通过相关编辑功能自查并修改。 如您确认内容无涉及 不当用语 / 纯广告导流 / 暴力 / 低俗色情 / 侵权 / 盗版 / 虚假 / 无价值内容或违法国家有关法律法规的内容，可点击提交进行申诉，我们将尽快为您处理。 Potassium implementation of GFPGAN - Practical face restoration algorithm for *old photos* or *AI-generated faces* - bananaml/demo-gfpgan We’re on a journey to advance and democratize artificial intelligence through open source and open science. 134 Bytes. Colab Demo. bat from Windows Explorer as normal, non-administrator, user, and a Gradio-powered WebUI demo will be started. crop_size - size of images SimSwap models works with. 此处可能存在不合适展示的内容，页面不予展示。您可通过相关编辑功能自查并修改。 如您确认内容无涉及 不当用语 / 纯广告导流 / 暴力 / 低俗色情 / 侵权 / 盗版 / 虚假 / 无价值内容或违法国家有关法律法规的内容，可点击提交进行申诉，我们将尽快为您处理。 :boom: Updated online demo: Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model):rocket: Thanks for your interest in our work. Mar 12, 2023 · Colab Demo for GFPGAN; (Another Colab Demo for the original paper model) Online demo: Huggingface (return only the cropped face) Online demo: Replicate. 3 -s 2 表示输入图片所在的文件夹是根目录下inputs里whole_imgs文件里的图片，结果存在resulits文件夹里，采用的模型是1. Mar 8, 2024 · 数字人Demo：基于Wav2Lip-GFPGAN深度学习模型的实践应用 作者：404 2024. Things to try Experiment with different input images, varying the scale and version parameters, to see how gfpgan can transform low-quality or damaged face images into high-quality, detailed portraits. Online Colab demo for Real-ESRGAN: --tile Tile size, 0 for no tile during testing. com or xintaowang@tencent. May 15, 2025 · Additionally, the maintainer tencentarc offers an online demo on Replicate, allowing you to try the model without setting up the local environment. py -i inputs/whole_imgs -o results -v 1. Python 36. Upload an image, select a restoration version, and rescaling factor, to enhance and upscale it while restoring faces. Upload Images / Use the demo images 3. com or xintaowang Gitee. macOS Oct 14, 2022 · gfpgan介紹. Latest Mar 20, 2025 · If Real-ESRGAN is helpful, please help to ⭐ this repo or recommend it to your friends 😊 Other recommended projects: ️ GFPGAN: A practical algorithm for real-world face restoration 腾讯 AI 模型 GFPGAN 火上 GitHub 热榜第一，Demo 在线可玩 包浆老图立刻清晰到头发丝是一种怎样的体验？ 看这明亮的眼眸、清晰的发丝，原本模糊的人像立刻添了几分灵动：（这就是用AI修复的高圆圆 Apr 19, 2024 · 项目也列举了一些类似的项目，可以看到gfpgan也在列。 如果大家对gfpgan也感兴趣的话，可以参考我的另一篇文章去了解一下。 如何将模糊照片人脸恢复清晰，gfpgan机器学习开源项目使用 | 机器学习_剑客阿良_aliang的博客-csdn博客 Apr 11, 2022 · Gradio. Aug 28, 2022 · Run “1. 4 days ago · gfpgan is a practical face restoration algorithm developed by the Tencent ARC team. Contribute to sslovett/Wav2Lip-GFPGAN_Python_Demo development by creating an account on GitHub. Oct 18, 2022 · There are hundreds of AI-based image enhancement tools, but the best we’ve used so far is GFPGAN. Loading Aug 6, 2023 · GFPGAN. Blind face restoration usually relies on facial priors, such as facial geometry prior or reference prior, to restore realistic and faithful details. . 💥 Updated online demo: Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model) 🚀 Thanks for your interest in our work. basicsr should be upgraded to 1. ai (may need to sign in, return the whole image) We provide a clean version of GFPGAN, which can run without CUDA extensions. 4 is a generative adversarial network (GAN)-based model developed by Tencent ARC Lab, designed to restore and enhance facial images. Dec 22, 2022 · GFPGAN is a blind face restoration algorithm towards real-world face images. You switched accounts on another tab or window. This is the onnxruntime inference code for GFP-GAN: Towards Real-World Blind Face Restoration with Generative Facial Prior (CVPR 2021). ai (may need to sign in, return the whole image) Online demo: Baseten. Whenever you need to upscale an older headshot or restore a family photograph, you can use the free GFPGAN Inference Demo tool. Run the Preparations cell. 03. Gradio是MIT的开源项目，使用gradio，只需在原有的代码中增加几行，就能自动化生成交互式web页面，并支持多种输入输出格式，比如图像分类中的图>>标签，超分辨率中的图>>图等。 Sep 1, 2021 · GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. Contribute to clibdev/GFPGAN-onnxruntime-demo development by creating an account on GitHub. 20230915 Update an online demo ; 20230915 Provide a user-friendly method for inference. GFPGAN aims at developing Practical Algorithm for Real-world GFPGAN 是腾讯开源的人脸修复算法，它利用预先训练好的面部 GAN（如 StyleGAN2）中封装的丰富和多样的先验因素进行盲脸 (blind face) 修复，旨在开发用于现 High quality Lip sync. 4. Loading 作者提供了一个ipynb Demo GitHub\Wav2Lip-GFPGAN\Wav2Lip-GFPGAN. , StyleGAN2) to restore realistic faces while precerving fidelity. 1 数据集准备. Default: 0--face_enhance Whether to use GFPGAN to enhance face. Aug 13, 2023 · :boom: Updated online demo: . Upload Images” Cell and It is recommended to open the link or scan the QR code on the PC side to experience the Demo May 15, 2025 · The gfpgan model can be useful for a variety of applications that involve face restoration, such as photo editing, enhancing AI-generated images, and improving the visual quality of historical or low-quality images. , StyleGAN2) to restore realistic faces while GFPGAN aims at developing a Practical Algorithm for Real-world Face Restoration. However, very low-quality inputs cannot offer accurate geometric prior while high-quality references are inaccessible, limiting the applicability in real-world scenarios. Download the checkpoints and gfpgan models in the downloads section. If you have any question, please email xintao. Online demo: Baseten. This app improves the quality of old photos and AI-generated faces by restoring details and enhancing features. Jun 18, 2023 · 基于 Wav2Lip-GFPGAN 深度学习模型的数字人Demo，工作中遇到简单整理博文为环境搭建运行换为文本； out = F. 📧Contact. Jan 6, 2025 · 文章浏览阅读1. 2采用了clean架构，更加方便部署；它是从一个双线性模型转换而来，因此需要对其原有模型微调，然后再进行转换。 Demo试玩. 3版本的模型导出成onnx模型了，经过我测试，似乎只在输入的图像仅包含头部的时候效果最好。我有个想法，将一张全身照的图片的头部截下来，调整尺寸到512后运行得到生成的图像，再将图像调整回原来的尺寸后放会原来裁剪的位置，但这种方式会导致裁剪出的图像 20240122 Provided local gradio demo. Contribute to AI-Chef/Wav2Lip-GFPGAN_Python_Demo development by creating an account on GitHub. GFPGAN (CVPR 2021) Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model) We provide a clean version of GFPGAN, which can run without CUDA extensions. It can be used to restore your old photos or Sign in. If GFPGAN is helpful, please help to ⭐ the Github Repo and recommend it to your friends 😊. 7k 6. It provides a great way to create a portfolio of your ML projects, showcase your work at conferences, and collaborate with others in the ML community. GFPGAN (CVPR 2021) Colab Demo for GFPGAN ; (Another Colab Demo for the original paper model) Online demo: Huggingface (return only the cropped face) Online demo: Replicate. Once your setup is ready, open up the notebook “Run-GFPGAN. You signed in with another tab or window. Contribute to derekcmini/Wav2Lip-GFPGAN_Python_Demo development by creating an account on GitHub. 对应可选的指令，例如输入： python inference_gfpgan. This code sets up GFPGAN on our notebook. Inference 補足: resultsの中身 4. , StyleGAN2) for blind face restoration. So that it can run in Windows or on CPU mode. inference_gfpgan. gfpgan模型训练集是经典的ffhq人脸数据集， 总共有7万张高分辨率1024 x 1024的人脸图片， 测试集为celeba-hq数据集，共有2000张高分辨率人脸图片。 GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. device - whether you want to run the application using GPU or CPU. wducx zquys bmxg svcgs udrmlkri sfiah pex yszbp vthgym upjokb