Object detection for graphical user interface: old fashioned or deep learning or a combination?
136 Citations•2020•
Jieshan Chen, Mulong Xie, Zhenchang Xing
A new GUI-specific old-fashioned method for non-text GUI element detection which adopts a novel top-down coarse-to-fine strategy, and incorporate it with the mature deep learning model for GUI text detection is designed.
Abstract
This repo contains the datasets, trained models, and data splitting in ESEC/FSE 2020 "Object detection for graphical user interface: old fashioned or deep learning or a combination?" paper.