README.md

Doodle Master

The Doodle Master seeks to turn your UI mockups into real code. Currently this repository just serves to demonstrate a Proof Of Concept of Artificially Intelligent Design Tools.

The demo supports the detection of 4 classes of UI components

1. TextViews
2. Headers
3. ImageViews
4. Buttons

This type of tool can be useful in a big organisation which adheres to a consistent design guide and has several reusable components on variety of platforms such as mobile and the web. For example a button on the Airbnb websote follows the same styling accross all platforms. This tool can simultaneously generate the same UI for Android and the Web.

Demo

Technologies

This demo uses a simple CNN for the classification of the doodles made. The software is able to localise the UI element through a combintion of geometric techniques and simple mouse/ finger position detction. Frameworks used are:

1. PyTorch - Deep Learning Model
2. React- UI

This demo was inspired by AIrbnb's work on SKetching INterfaces. This demo was made while I was a frontend developer. I was inspored to make this as I saw a lot of developers spending time on coding the UI from the mockups, this time could be better spent in coding the functionality behing the UI. Doodle master seeks to build a painless and natural way of prototyping interfaces. This tool can be used by designers and developers alike to showcase ideas quickly in the form of real code.

Note

This is not a prodution worthy piece of software,it is only meant for demo purposes. Please don't hesistate to contact me for more details on this project.