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Adobe’s impressive AI upscaling project makes blurry videos look HD

A screenshot taken from Adobe Research’s introduction for VideoGigaGAN
Adobe claims its new VideoGigaGAN generative AI model can upscale video clips more consistently and in higher quality than other VSR methods. | Image: Adobe

Adobe researchers have developed a new generative AI model called VideoGigaGAN that can upscale blurry videos at up to eight times their original resolution. Introduced in a paper published on April 18th, Adobe claims VideoGigaGAN is superior to other Video Super Resolution (VSR) methods as it can provide more fine-grained details without introducing any “AI weirdness” to the footage.

In a nutshell, Generative Adversarial Networks (GANs) are effective for upscaling still images to a higher resolution, but struggle to do the same for video without introducing flickering and other unwanted artifacts. Other upscaling methods can avoid this, but the results aren’t as sharp or detailed. VideoGigaGAN aims to provide the best of both worlds —...

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