Redditor Creates Working Anime QR Codes Using Stable Diffusion

An anonymous reader quotes a report from Ars Technica: On Tuesday, a Reddit user named "nhciao" posted a series of artistic QR codes created using the Stable Diffusion AI image-synthesis model that can still be read as functional QR codes by smartphone camera apps. The functional pieces reflect artistic styles in anime and Asian art. [...] In this case, despite the presence of intricate AI-generated designs and patterns in the images created by nhciao, we've found that smartphone camera apps on both iPhone and Android are still able to read these as functional QR codes. If you have trouble reading them, try backing your camera farther away from the images. Stable Diffusion is an AI-powered image-synthesis model released last year that can generate images based on text descriptions. It can also transform existing images using a technique called "img2img." The creator did not detail the exact technique used to create the novel codes in English, but based on this blog post and the title of the Reddit post ("ControlNet for QR Code"), they apparently trained several custom Stable Diffusion ControlNet models (plus LoRA fine tunings) that have been conditioned to create different-styled results. Next, they fed existing QR codes into the Stable Diffusion AI image generator and used ControlNet to maintain the QR code's data positioning despite synthesizing an image around it, likely using a written prompt. Other techniques exist to make artistic-looking QR codes by manipulating the positions of dots within the codes to make meaningful patterns that can still be read. In this case, Stable Diffusion is not only controlling dot positions but also blending picture details to match the QR code. This interesting use of Stable Diffusion is possible because of the innate error correction feature built into QR codes. This error correction capability allows a certain percentage of the QR code's data to be restored if it's damaged or obscured, permitting a level of modification without making the code unreadable. In typical QR codes, this error correction feature serves to recover information if part of the code is damaged or dirty. But in nhciao's case, it has been leveraged to blend creativity with utility. Stable Diffusion added unique artistic touches to the QR codes without compromising their functionality. [...] This discovery opens up new possibilities for both digital art and marketing. Ordinary black-and-white QR codes could be turned into unique pieces of art, enhancing their aesthetic appeal. The positive reaction to nhciao's experiment on social media may spark a new era in which QR codes are not just tools of convenience but also interesting and complex works of art.Read more of this story at Slashdot.
Click here to read full news..