In a paper published in April, Adobe researchers shared the news that they are hard at work developing a new generative AI model, which they call a “generative AI model.” video gigagan It aims for super resolution for detail-rich videos.
This may be one of the best examples of artificial intelligence's ability to upscale low-quality videos (such as smartphone videos or other AI-generated videos) to much higher quality, and the fact above, potentially making these lower-scale versions more commercially viable. future.
Let's take a look at this new technology that Adobe is developing and see how it will ultimately work into video production and editing workflows.
Adobe's VideoGigaGAN AI model
If you really want to learn more, there is an article on Github that explores VideoGigaGAN. This article provides a high-level, abstract explanation of what this video super-resolution project is trying to accomplish.
What you really need to know is that these GANs (Generative Adversarial Networks) have traditionally been great for video upscaling, but most of the time they have had issues with distortion and flickering.
However, the new VideoGagaGAN project promises that this new upscaling method can eliminate these distortions and flickers, as well as other issues seen with other AI upscalers for video. VideoGagaGAN promises to produce videos with high-frequency detail and temporal consistency, and has reportedly shown it can produce 8x super-resolution video results.
Will this AI technology make its way to Premiere Pro?
For most people in the film and video industry, the big question here may be when, or maybe even, this upscaling technology will be introduced to apps like Premiere Pro and After Effects. It's unclear at this point whether this is something Adobe is developing for its Creative Cloud suite of apps or more broadly within AI research.
Either way, we've already seen Adobe enhance its AI and include it as part of all its major apps, such as Photoshop and Premiere Pro. But since this is a video-specific AI feature, it's interesting to speculate how this could be applied to Premiere Pro to possibly upscale lower-grade video footage to 4K or 8K+. It could ultimately become one of the most innovative AIs. Innovation indeed.
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