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Papers/pix2code: Generating Code from a Graphical User Interface ...

pix2code: Generating Code from a Graphical User Interface Screenshot

Tony Beltramelli

2017-05-22Code Generation
PaperPDFCodeCodeCode(official)CodeCodeCodeCodeCodeCodeCodeCode

Abstract

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).

Results

TaskDatasetMetricValueModel
Code GenerationRESIDE TestSet-SF1 (Hidden Test Set)159.84

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