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The Ethereal
pix2code: Generating Code from a Graphical User Interface Screenshot
May 22, 2017 ยท Declared Dead ยท ๐ Engineering Interactive Computing System
"No code URL or promise found in abstract"
Evidence collected by the PWNC Scanner
Authors
Tony Beltramelli
arXiv ID
1705.07962
Category
cs.LG: Machine Learning
Cross-listed
cs.AI,
cs.CL,
cs.CV,
cs.NE
Citations
329
Venue
Engineering Interactive Computing System
Last Checked
3 months ago
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).
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