This project was created by the Software Engineering Maintenance and Evolution Research Unit (SEMERU) at the College of William & Mary, under the supervision of Dr. Denys Poshyvanyk. The major goal of the ReDraw project is to leverage recent advances in machine learning and computer vision in order to automate the practice of mobile application prototyping.
Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps
‣ Kevin Moran, Carlos Bernal-Cárdenas, Michael Curcio, Richard Bonett, and Denys Poshyvanyk
‣ IEEE Transactions on Software Engineering (TSE), Journal First Paper, accepted
‣ To be presented as a Journal First Paper at the 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE'18)
We are working to make ReDraw Open Source!
The code for ReDraw will be coming soon in two phases. First, in April 2019 we will open source the original version of the ReDraw evaluated in the TSE paper. Second, we will open source an improved version of ReDraw this summer that uses TensorFlow as a back-end as opposed to Matlab.