Have you ever stared long and deep at an image with text and wondered what font was used to render the text? Us too. That’s why we built an AI classifier that is able to identify the Google font that most closely matches the text in an image, out of a collection of over 3,000 fonts. Surprisingly, it works on AI-generated images too!

Our classifier is publicly available on Github, including a pre-trained checkpoint as well as code for training a model from scratch, in case you need to work with a different set of fonts. Alternatively, if all you’re looking for is a dead-simple and intuitive interface for figuring out what font was used in an image, head over to Storia Lab. Font classification is free and unlimited even without a subscription!

Our unique Textify feature enables you to change text in images with minimal effort and full control. Read more about the mountain of research that enables this seamless experience. In this article, we discuss the academic task of Scene Text Editing, including a history of model architectures from GANs to today’s diffusion-based models.