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Home Technology Redditor creates working anime QR codes using Stable Diffusion

Redditor creates working anime QR codes using Stable Diffusion

An AI-generated image of an anime-style woman that also functions as a working QR code.
Enlarge / An AI-generated picture of an anime-style girl that additionally capabilities as a working QR code. If in case you have bother studying it, strive positioning your digicam farther away from the picture.

On Tuesday, a Reddit person named “nhciao” posted a sequence of inventive QR codes created using the Stable Diffusion AI image-synthesis mannequin that may nonetheless be learn as practical QR codes by smartphone digicam apps. The practical items mirror inventive kinds in anime and Asian artwork.

QR codes, quick for Fast Response codes, are two-dimensional barcodes initially designed for the automotive business in Japan. These codes have since discovered wide-ranging purposes in varied fields together with promoting, product monitoring, and digital funds, because of their means to retailer a considerable quantity of knowledge. When scanned using a smartphone or a devoted QR code scanner, the encoded info (which will be textual content, a web site URL, or different information) is rapidly accessed and displayed.

On this case, regardless of the presence of intricate AI-generated designs and patterns within the pictures created by nhciao, we have discovered that smartphone digicam apps on each iPhone and Android are nonetheless in a position to learn these as practical QR codes. If in case you have bother studying them, strive backing your digicam farther away from the pictures.

Stable Diffusion is an AI-powered image-synthesis mannequin launched final 12 months that may generate pictures primarily based on textual content descriptions. It may well additionally rework present pictures using a way referred to as “img2img.” The creator didn’t element the precise approach used to create the novel codes in English, however primarily based on this weblog submit and the title of the Reddit submit (“ControlNet for QR Code”), they apparently skilled a number of customized Stable Diffusion ControlNet fashions (plus LoRA high quality tunings) which were conditioned to create different-styled outcomes. Subsequent, they fed present QR codes into the Stable Diffusion AI picture generator and used ControlNet to keep up the QR code’s information positioning regardless of synthesizing a picture round it, probably using a written immediate.

Different strategies exist to make artistic-looking QR codes by manipulating the positions of dots inside the codes to make significant patterns that may nonetheless be learn. On this case, Stable Diffusion shouldn’t be solely controlling dot positions but additionally mixing image particulars to match the QR code.

This fascinating use of Stable Diffusion is feasible due to the innate error correction function constructed into QR codes. This error correction functionality permits a sure share of the QR code’s information to be restored if it is broken or obscured, allowing a degree of modification with out making the code unreadable.

In typical QR codes, this error correction function serves to recuperate info if a part of the code is broken or soiled. However in nhciao’s case, it has been leveraged to mix creativity with utility. Stable Diffusion added distinctive inventive touches to the QR codes with out compromising their performance.

An AI-generated image that still functions as a working QR code.
Enlarge / An AI-generated picture that also capabilities as a working QR code.

The codes within the examples seen right here all level to a URL for qrbtf.com, a QR code-generator web site probably run by nhciao primarily based on their earlier Reddit posts from years previous. The approach may technically work with any QR code, though somebody on the Reddit thread mentioned that it could work greatest for shorter URLs resulting from how QR codes encode information.

This discovery opens up new prospects for each digital artwork and advertising and marketing. Atypical black-and-white QR codes may very well be became distinctive items of artwork, enhancing their aesthetic enchantment. The optimistic response to nhciao’s experiment on social media could spark a brand new period during which QR codes aren’t simply instruments of comfort but additionally fascinating and complicated artworks.


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