UI Design Gallery Yuyang Wang Supervisor: Dr. Zhenchang Xing COMP4560 02/04/2019
UI Design Gallery
Yuyang Wang Supervisor: Dr. Zhenchang Xing
COMP4560 02/04/2019
Motivation
Apart from the function of applications, the icon and the interface style may be the first thing people concern about. UI is always one of the most important parts during the software construction, since it is the most intuitive way for our audiences to evaluate our applications.
Part I
Mobile UI Gallery Website
Goal: Give developers some ideas about the widgets in a application.
From Widgets to Icon
Part II
Icon Evolution
Goal: Give developers some ideas to make their icon more lovely!
Plan
Extract Icon Data From Archive Website
Do data processing (deal with Damage Files, Redundancy, )
Explore different metrics on Icon image
Use Machine Learning to predict downloads and rating or generate new Icon.
Expected Outcome
A website to help developer find out how good their Icon is (Is there anything they can improve?) and how many downloads or what rating score they may obtain.
Use GAN to generate a desired Icon for developer.
Approach
HTML and CSS
Web Crawler
Data Analysis
Machine Learning (CNN, GAN)
Questions?
Thank you for your listening!
Reference: website pictures accessed from http://mui-collection.herokuapp.com.