Future Timeline

• We’re introducing TextStyleBrush, an AI research project that can copy the style of text in a photo using just a single word. With this AI model, you can edit and replace text in images.
• Unlike most AI systems that can do this for well-defined, specialized tasks, TextStyleBrush is the first self-supervised AI model that replaces text in images of both handwriting and scenes — in one shot — using a single example word.
• Although this is a research project, it could one day unlock new potential for creative self-expression like personalized messaging and captions, and lays the groundwork for future innovations like photo-realistic translation of languages in augmented reality (AR).
• By publishing the capabilities, methods, and results of this research, we hope to spur dialogue and research into detecting potential misuse of this type of technology, such as deepfake text attacks — a critical, emerging challenge in the AI field.