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28 de jul. de 2022 · A newly-released artificial intelligence (AI) model called the “Generative Facial Prior” (GFP-GAN) can repair most old photographs in mere seconds, and it can do it for free.
- Gfp-Gan
- Running on Gradient
- Conclusion
Introduced by the author researchers for their paper "Towards Real-World Blind Face Restoration with Generative Facial Prior" by Xintao Wang, Yu Li, Honglun Zhang, and Ying Shan, GFP-GAN is a new GAN architecture designed to upscale the quality of human faces in damaged, aged, and otherwise low resolution photos. In practice, this has a restorative...
Set up
Due to the expensive nature of image generation, it's recommended that you use this package with a GPU on your local or remote machine. We will now go through a quick tutorial for using the Gradient pre-made forkof the GFP-GAN repo to run the package on a remote instance. Log in to Gradient, and navigate to a project space in Gradient you would like to work in. Then, create a new notebook using the button on the top right. Because this package is written in PyTorch, select the PyTorch runtime...
Running GFP-GAN in Gradient
Once your Notebook is ready, open up the notebook "Run-GFPGAN.ipynb." You can use this notebook to run a simple demo using a pretrained GFP-GAN model instance provided by the creators of the repo. You can run all now to see the demo work on the provided sample images, but if you would like to use your own images: they need to be uploaded directly to Gradient. When you hit run all, it will first install the needed library dependencies. Those in this first cell are all from the same team of res...
This tutorial broke down the basic architecture of GFP-GAN, and demonstrated how to use GFP-GAN and its cousin package REAL-esrGAN to dramatically restore aged and damaged photos. While many people do photo restoration as a hobby, this may soon make such efforts much more sophisticated and less time consuming. Thank you for reading! Sources and ref...
- James Skelton
3 de ago. de 2022 · Chamado de Generative Facial Prior-Generative Adversarial Network (GFP-GAN), a ferramenta é capaz de restauras imagens antigas, de qualquer tamanho, mesmo que estejam desbotadas ou rachadas, retornando-as ao seu estado original, ou até melhor.
GFPGAN aims at developing a Practical Algorithm for Real-world Face Restoration. It leverages rich and diverse priors encapsulated in a pretrained face GAN ( e.g. , StyleGAN2) for blind face restoration.
In this Tech Talk, we covered the novel photo restoration neural network GFP-GAN. This astounding architecture, developed just last year, is capable of resto...
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12 de nov. de 2022 · Here's how to upscale and restore your photos with GFPGAN. What Is GFPGAN? GFPGAN (Generative Facial Prior Generative Adversarial Network) is an open-source app available for free use on GitHub. You can either download the code or use one of the online versions to upscale your image. The application uses a pre-trained GAN model.
24 de mar. de 2023 · We're about to introduce you to the fascinating world of AI-powered image restoration using GFPGAN, a practical face restoration algorithm for old photos created by TencentARC. In this beginner-friendly guide, we'll walk you through how to use GFPGAN, an AI model designed to restore old photos or AI-generated faces.
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relacionado a: photo restoration with gfp-ganRestore Old Photo with AI Technology, Bring Life to Old Photo in 1 Click. With Unique Face Mode, Perfect for Face Restoration and Old Photo Repair
