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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.
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.
- 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
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 restoring and upscaling images...
- 63 min
- 1647
- Hello Paperspace
A GFP-GAN consegue preencher lacunas em imagens antigas e adicionar pixels em fotografias com baixa qualidade
12 de nov. de 2022 · GFPGAN is a free-to-use open-source software that can increase the resolution of these images and make them look better, and also fixes some of the damages. Here's how to upscale and restore your photos with GFPGAN.
