Abstract
The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “The following relates to digital image processi ng using machine learning. Digital imageprocessing refers to the use of a compu ter to edit a digital image using an algorithm or a processingnetwork. In some cases, image processing software can be used for various tasks, such as image ed iting,enhancement, restoration, image generation, etc. Some image generation sy stems implement machinelearning techniques to generate a set of images based on a text prompt where the set of images vary intexture and details. In some exam ples, image generation (a subfield of image processing) includes the useof a st yle-based model to generate images based on an input condition (e.g., text promp t). Commonstyle-based models include generative adversarial network (GAN), Styl eGAN, StyleGAN2, CoModGAN. AStyleGAN model includes a mapping network and a syn thesis network.”
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