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A text-to-image model is a machine learning model which takes an input natural language description and produces an image matching that description. Text-to-image models began to be developed in the mid-2010s during the beginnings of the AI boom, as a result of advances in deep neural networks.
Théâtre D'opéra Spatial, a Midjourney image that won first prize in a digital art competition Image from Alice and Sparkle, a children's book illustrated by Midjourney. Time describes this image as "showing the limits of the AI-powered technology. The illustration has several apparent flaws, including the character appearing to have claws."
AI-based images have become more commonplace in art markets and search engines because AI-based text-to-image systems are trained from pre-existing artistic images, sometimes without the original artist's consent, allowing the software to mimic specific artists' styles.
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]
Generative artificial intelligence (generative AI, GenAI, [1] or GAI) is a subset of artificial intelligence that uses generative models to produce text, images, videos, or other forms of data.
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