Tony Beltramelli

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Towards Automatic Front-end Development With Deep Learning

Transforming a graphical user interface mockup created by a designer into computer code is a time-consuming process conducted by a front-end developer in order to build customized software, websites and mobile applications. In this session I will describe how I designed pix2code, a simple deep neural network trained end-to-end to automatically generate computer code given a user interface screenshot as input; finally I will highlight possible future development for the generation of programs from visual input.

Tony is the current CEO and founder of UIzard Technologies. He specialized in machine learning during his graduate studies at the IT University of Copenhagen and ETH Zurich. His research work on the application of deep learning was featured in international media such as WIRED, Forbes, The Huffington Post, The Next Web, Gizmodo and more.

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