Artistic text generation aims to amplify the aesthetic qualities of text while maintaining readability. It can make the text more attractive and better convey its expression, thus enjoying a wide range of application scenarios such as social media display, consumer electronics, fashion, and graphic design. Artistic text generation includes artistic text stylization and semantic typography. Artistic text stylization concentrates on the text effect overlaid upon the text, such as shadows, outlines, colors, glows, and textures. By comparison, semantic typography focuses on the deformation of the characters to strengthen their visual representation by mimicking the semantic understanding within the text. This overview paper provides an introduction to both artistic text stylization and semantic typography, including the taxonomy, the key ideas of representative methods, and the applications in static and dynamic artistic text generation. Furthermore, the dataset and evaluation metrics are introduced, and the future directions of artistic text generation are discussed. A comprehensive list of artistic text generation models studied in this review is available at https://github.com/williamyang1991/Awesome-Artistic-Typography/.

At Adobe Summit on March 21, 2023, Adobe announced and delivered its generative AI offering known as Adobe Firefly. Adobe Firefly (In beta), is a collection of generative AI models built for creative applications. The offering joins the platform's AI services. Adobe plans to integrate Firefly into their Creative Cloud, Document Cloud, and Adobe Express product lines. Future models will target additional use cases and content types, potentially leveraging other technology and training data.

Images generated using Adobe Firefly. Today marks the beginning of an important new chapter for our creative products with the introduction of Adobe Firefly, a family of generative AI models for creative expression. Firefly will mix the power of our applications with the promise of generative AI in ways that empower you to express your creative ideas with greater efficiency and without constraints. We're entering a world where you'll be able to bring your creative vision to life simply by describing what you want in your own words, or with a simple gesture in your app. A world where you can modify a video or cut an audio track simply by describing a desired mood.