Improving the Quality of Low-Resolution GIFs and Videos with Adobe's AI Tool "Project Res-Up"

Adobe has developed an experimental AI enhancement tool that significantly improves the quality of low-resolution GIFs and video clips. While not yet a mature application or feature, and still undergoing beta testing, the demonstration video showcases its enormous potential. Adobe's "Res-Up project" utilizes generative AI technology called diffusion sampling to enhance video resolution while improving sharpness and detail. In a side-by-side comparison example, Adobe selected a clip from "The Red House" (1947) and enlarged it from 480 x 360 to 1280 x 960, resulting in a 675% increase in total pixel count. The image quality is clearer, with the AI eliminating most of the blurriness and even adding new details such as strands of hair and highlights. Although the result still has a slightly unnatural appearance, as is common with many AI-generated videos and images, it is still an impressive improvement compared to Nvidia's TV Shield or Microsoft's video super-resolution. The following video clip is provided by Adobe: Another demonstration showcases a video clip cropped to focus on a small elephant, and the enhancement tool similarly improves the resolution of the low-quality crop while eliminating most of the blurriness. It also adds some small details, such as wrinkles on the skin. It truly appears as though the tool enhances low-contrast details that are imperceptible in the original footage. Impressively, the artificially generated wrinkles naturally change as the animal moves, without appearing abrupt. Adobe also demonstrates the use of Project Res-Up to enhance GIFs, injecting new vitality into animated expressions. This project will be unveiled in the "Sneaks" section of the Adobe Max event, where this creative software giant showcases technologies and ideas that may be added to the Adobe product lineup in the future. This means that you cannot currently try Project Res-Up on old videos, but its functionality is expected to eventually be integrated into popular editing applications such as Adobe Premiere Pro or Express. Previous Adobe Sneaks have been released as applications and features, such as Adobe Fresco and Photoshop's content-aware tools.