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Research

The scientific contributions listed on this page showcase some of the technology powering UIzard. The presented methods, experiments, and results are published for educational purposes only and do not reflect the customer-ready version of our technology.

We share the science, but we keep some little secrets. 😉

pix2code: Generating Code from a Graphical User Interface Screenshot

Transforming a graphical user interface screenshot created by a designer into computer code is a typical task conducted by a developer in order to build customized software, websites and mobile applications. In this paper, we show that Deep Learning techniques can be leveraged to automatically generate code given a graphical user interface screenshot as input. Our model is able to generate code targeting three different platforms (i.e. iOS, Android and web-based technologies) from a single input image with over 77% of accuracy.

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