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pix2code: Generating Code from a Graphical User Interface Screenshot

22 May 2017arXiv:1705.07962archive 2025-07-28

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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Code

tonybeltramelli/pix2code officialmentioned in papermentioned on GitHub report
Atharva-Phatak/Generating-Webpages-from-Screenshots mentioned on GitHubpytorch report
RAHUL-KESHERVANI/my_pix2code mentioned on GitHub report
ThomasVandendijk/capita_selecta_pix2code mentioned on GitHub report
ZvezdocheTag/variable-ui mentioned on GitHub report
badaro48/documents mentioned on GitHub report
dashweta/MachineLearningPython mentioned on GitHubtf report
kevinleewy/pytorch_pix2code mentioned on GitHubpytorch report
pranayanand123/Design2Code mentioned on GitHub report
sruthisripathi/ui2c mentioned on GitHub report
steve-levesque/Portfolio-AI-DesignToCode mentioned on GitHub report

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Class-level Code GenerationCode Generation

Results from the paper archive 2025-07-28

TaskDatasetModelMetricValueRank at snapshotLeaderboardReport
Class-level Code Generation RESIDE TestSet-S F1 (Hidden Test Set) 159.84 #1 of 1 Archive leaderboard report

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