A system leveraging artificial intelligence creates images from textual descriptions. The user provides a prompt, and the software algorithms interpret that input to synthesize a visual representation. For example, providing the text “a cat wearing a hat” results in the generation of a corresponding image.
Such technologies provide access to custom visual content generation, circumventing the need for professional designers or photographers in certain situations. This accelerates content creation workflows and democratizes image generation for a variety of applications. Furthermore, the origins of this technology lie in the advancements of deep learning, specifically generative adversarial networks (GANs) and diffusion models, which have enabled the creation of increasingly realistic and nuanced imagery.