pix2code: Generating Code from a Graphical User Interface Screenshot

22 May 2017  Â·  Tony Beltramelli ·

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 methods can be leveraged to train a model end-to-end to automatically generate code from a single input image with over 77% of accuracy for three different platforms (i.e. iOS, Android and web-based technologies).

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Task Dataset Model Metric Name Metric Value Global Rank Result Benchmark
Class-level Code Generation RESIDE TestSet-S F1 (Hidden Test Set) 159.84 # 1

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