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Text-to-Image personalization is a task in deep learning for computer graphics that augments pre-trained text-to-image generative models. In this task, a generative model that was trained on large-scale data (usually a foundation model ), is adapted such that it can generate images of novel, user-provided concepts.
Good Q. An example of a (vector) PDF map ready for conversion to SVG is this. PDFs can contain practically any type of information, the most common ones being text, raster images (ordinary images like bitmaps) and vector graphics. The vector information has to be coded into the PDF as such.
Stable Diffusion is a deep learning, text-to-image model released in 2022 based on diffusion techniques. The generative artificial intelligence technology is the premier product of Stability AI and is considered to be a part of the ongoing artificial intelligence boom.
This is an accepted version of this page This is the latest accepted revision, reviewed on 1 March 2025. Computer graphics images defined by points, lines and curves This article is about computer illustration. For other uses, see Vector graphics (disambiguation). Example showing comparison of vector graphics and raster graphics upon magnification Vector graphics are a form of computer ...
In text-to-image retrieval, users input descriptive text, and CLIP retrieves images with matching embeddings. In image-to-text retrieval , images are used to find related text content. CLIP’s ability to connect visual and textual data has found applications in multimedia search, content discovery, and recommendation systems.
However, vector graphics software, such as Adobe Illustrator, CorelDRAW, Xara Designer Pro or Inkscape, is used to create and modify vector images, which are stored as descriptions of lines, Bézier curves, and text instead of pixels.
Word2vec takes as its input a large corpus of text and produces a mapping of the set of words to a vector space, typically of several hundred dimensions, with each unique word in the corpus being assigned a vector in the space.
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."