Artificial intelligence can be applied in many fields, and thanks to Adobe, now we can improve the quality of our videos with your tool. This new alternative will be very useful for both professionals and anyone who wants to generate videos with optimal quality. This is why today we show you what it is VideoGigaGAN, Adobe's new tool to increase the quality of your videos.
Although this is still a tool in development, and its official launch has not been announced, it has already created high expectations among Internet users. Well, as explained, it will be a versatile way to improve a lot of audiovisual content.. Until now we do not have programs that work based on this purpose, with as much quality and precision as VideoGigaGAN promises, and this is what makes it special.
What is VideoGigaGAN, Adobe's new tool to increase the quality of your videos?
VideoGigaGAN is a new AI-powered feature introduced by Adobe, the company behind tools like Photoshop. It is AI based on generative models, but in this case not generated from nothing, but to improve what already exists.
The idea behind this interesting artificial intelligence model is quite simple. Low resolution videos appear blurry, especially when zoomed in, and can also introduce noise. What they want to achieve is artificial intelligence that increases the resolution, and make images incredibly clear.
This way the blurry videos will no longer be blurry and when you increase the resolution, They will look clear and sharp because AI has reconstructed the image. According to Adobe, this can increase video resolution up to 8 times and still make them play at the necessary quality.
What's new about this powerful tool?
The examples that accompanied the presentation of this artificial intelligence are simply incredible. We saw what it was like to convert a blurry 128x128 video into a 1024x1024 video. Not only does the resolution increase, but the image also becomes sharper and, in some cases, even flickering is removed from low-resolution videos to make them smoother.
As VideoGigaGAN engine An advanced video super resolution (VSR) model is found based on the asymmetric GigaGAN architecture, a text-to-image synthesis model previously developed by Adobe. What makes the difference between VideoGigaGAN and the other generative models to which we are accustomed, is that it does not produce its content from scratch, but it is based on a reference and improves it. It focuses on poor quality and blurry videos, in general.
The process begins with the conversion of the GigaGAN image sampler to a video-compatible format, and adds layers of temporal attention that provide better coherence and consistency in video reconstruction. VideoGigaGAN works with the image, changing its scale and improving clarity and high frequency details. It uses flow-controlled propagation modules to ensure video consistency, and anti-aliasing units to minimize errors and artifacts.
How does this artificial intelligence work?
Internally, an image sample is first converted to a video sample by adding a chronological focus layer to the decoding block. In this way, the model not only changes the size of the image, but also creates an image for the composition.
It also features a current-controlled propagation mode feature, which improves consistency and suppresses smoothing artifacts or errors. These can arise when using a smoothing block in the internal sampling layer of the encoder.
In a nutshell, The end result is an 8x improvement in video resolution. In addition, particles of high frequency and temporal consistency are added, which are often subject to strong or sudden movements. Without a doubt this tool is very innovative.
Why is VideoGigaGAN superior to other projects made for this same purpose?
Previous VSR models They had difficulty providing detailed results. Therefore, to solve this problem, Adobe uses transient attention, which is based on reducing artifacts that accumulate over time, feature propagation by adding details where they are missing, antialiasing, and an RF shuttle mechanism. Creating the final result like Premiere Pro or After Effects can.
The goal is to make the job of a video producer easier, although using artificial intelligence to enhance humans is a controversial practice. The research behind VideoGigaGAN It is published on the Arxiv.org website, which explains in more detail the process and technology used in this VSR model.
When will its official launch be?
Although VideoGigaGAN is still in development, its potential is enormous. Adobe has not yet announced an official release date, but it is expected that the technology will eventually be integrated into other Adobe tools such as Adobe Premiere Pro, making it easier to access for professionals and video enthusiasts around the world.
Seamlessly integrate with Adobe Premiere Pro, the company's popular professional video editor. It offers a complete solution to improve video quality directly from your favorite editing software. Adobe has reached a major milestone in the video editing industry.
With this application you can convert blurry videos into high-quality products. Is about a significant advance that will undoubtedly benefit content creators, video editors and professionals in the audiovisual industry in general.
Although artificial intelligence (AI) is already has reached practically every corner of the Internet, Many tools that are based on it still need to be polished. In this way, Adobe brings us a new and powerful tool that will allow us to improve many projects. We hope that in this article you have learned what it is VideoGigaGAN, Adobe's new tool to increase the quality of your videos. If you think we should add anything else, let us know in the comments section.
