STABLE DIFFUSION TEXT-IMAGE GENERATION
This paper presents Perceptual Image Compression, a text-to-image technology that will enable billions of individuals to produce beautiful works of art in in a few seconds and the open ecosystem that will grow up around it as well as new models to really probe the limits of latent space.
Abstract
A text-to-image technology called Stable Diffusion will enable billions of individuals to produce beautiful works of art in in a few seconds. It can run on GPUs available in consumer gadgets and is an improvement in both performance and quality. It will advance democratic. image generation by enabling both researchers and the general public to use it under various conditions. We anticipate the open ecosystem that will grow up around it as well as new models to really probe the limits of latent space. Keywords— laion5B, Perceptual Image Compression,Latent Diffusion Models, Conditioning Mechanisms , Text to image generation, Image Modification