Google patents method for creating training data for animated text
Google describes a system that creates new images of stylized text to help train computer models. It takes an existing text design, changes the words and background, and generates a new image with a written description of the changes. This new image and description pair is then used to teach another model how to create similar text animations.
In the filing’s own words
Example embodiments of the present disclosure provide an example method for managing computer systems and networks that can generate template descriptions associated with graphical text. The computer systems and networks can generate the template descriptions associated with the graphical text via a template description generation pipeline. The machine-learned models can utilize the template descriptions associated with the graphical text to generate images and/or videos with graphical text. The machine-learned models can generate the images and/or videos with the graphical text, via an instance rendering pipeline. The images and/or videos with the graphical text can then be utilized to train another machine-learned model.
What exactly they claim (claim 1)
1. A computer-implemented method, comprising: obtaining an animation template, the animation template comprising an image comprising graphical text and a first background, wherein the graphical text comprises one or more first words rendered with a particular stylization; generating, with a generative language model, a natural language description based on a plurality of tags that comprise data representing a plurality of attributes associated with the graphical text and the animation template; selecting one or more second words and a second background; generating an augmented description based on the natural language description, the one or more second words and the second background; generating, with a rendering engine, a rendered image based on a template and the augmented description, wherein the rendered image comprises rendered text and the second background, wherein the rendered text comprises the one or more second words rendered with the particular stylization; and generating a training dataset comprising the augmented description and the rendered image.
Facts
- Company
- Google (Google LLC)
- Official title
- Generating Synthetic Data Associated with Graphical Text Stylization and Animation
- Publication number
- US20260301260A1
- Application number
- 19097527
- Filed
- Apr 1, 2025
- Published
- Oct 1, 2026
- Inventors
- 3
- Claims
- 20
Classified under
G06T 11/60 Physics & computingG06T 13/00 Physics & computingG06F 40/40 Physics & computingG06V 30/19147 Physics & computingMore from Google in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.