Google RealFill can create perfect images from reference images

Google RealFill could be the tech giant’s latest bid to renew artificial intelligence (AI)-powered image generation into user-centric applications. Recently, a research paper and a website named RealFill were seen online which performs image completion and inpainting based on reference images and creates a target image. The company also appears to have applied for a trademark for the logo it designed for the AI ​​model-based product. Specifically, the new AI model uses computer vision and pattern recognition algorithms and was trained using randomized masking techniques.

a github Page and a pre-print paper AI models were spotted Recently by Android Authority. The publication also found trademark applications filed in the name of Google LLC at the US Patent and Trade Office (USPTO) and the European Union Intellectual Property Office (euipo) listing. Based on them, it appears that the tech giant has not only reached the end of the research phase for the AI ​​model but is also planning to launch it as a commercial product.

According to its GitHub page, RealFill is described as “an innovative generative approach to image completion” that fills missing areas of an image with content that should have been there. Essentially, an AI model can scan multiple images of a subject in the same setting and then use that context to generate a pre-specified image. As a tool, it can be used when a user has clicked multiple photographs of an object but has failed to get the perfect shot. AI can process those images and generate an image that does not exist.

RealFill is a generative AI model that uses computer vision to understand the environment of the subject and context photographs and can process various aspects of it, including dimensions, color and shape, as well as contextual understanding of different objects. Is. Using this information, it can create a target image in a new plane and fill in details that may not be present in the reference images.

While it’s hard to predict Google’s plans with Realfill, last year the company shipped a feature called Best Take to the Google Pixel 8 series that could process multiple shots of a group photo and let users choose the best expression from each image. Could have given permission. Last photo. The feature appears to be very basic compared to Realfill, but depending on its application, the tech giant may create AI models to turn it into a feature for Pixel phones.