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An image conditioned on the prompt an astronaut riding a horse, by Hiroshige, generated by Stable Diffusion 3.5, a large-scale text-to-image model first released in 2022. A text-to-image model is a machine learning model which takes an input natural language description and produces an image matching that description.
In December 2022, Midjourney was used to generate the images for an AI-generated children's book that was created over a weekend. Titled Alice and Sparkle, the book features a young girl who builds a robot that becomes self-aware. The creator, Ammaar Reeshi, used Midjourney to generate a large number of images, from which he chose 13 for the ...
DALL-E 2's language understanding has limits. It is sometimes unable to distinguish "A yellow book and a red vase" from "A red book and a yellow vase" or "A panda making latte art" from "Latte art of a panda". [36] It generates images of "an astronaut riding a horse" when presented with the prompt "a horse riding an astronaut". [37]
Similarly, an image model prompted with the text "a photo of a CEO" might disproportionately generate images of white male CEOs, [128] if trained on a racially biased data set. A number of methods for mitigating bias have been attempted, such as altering input prompts [ 129 ] and reweighting training data.
Several companies, along with their products, have also developed an AI model integrated with an image editing service. Adobe has released and integrated the AI model Firefly into Premiere Pro, Photoshop, and Illustrator. [78] [79] Microsoft has also publicly announced AI image-generator features for Microsoft Paint. [80]
An image generated by Stable Diffusion based on the text prompt "a photograph of an astronaut riding a horse" Text-to-image models captured widespread public attention when OpenAI announced DALL-E, a transformer system, in January 2021. [30] A successor capable of generating complex and realistic images, DALL-E 2, was unveiled in April 2022. [31]
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