Convert Balsamiq mockups into HTML and CSS code automatically with Deep learning
This is a project done in a Master Thesis at University of Minho. The initial objective was to convert hand-drawn sketches into HTML and CSS code. Due to lack of datasets I used an online framework Balsamiq mockups to create the mockups. A Deep Learning model (developed in Keras) learns to convert the mockups into code automatically.
Uses a lot of technology to work properly:
- [ReactJS] - Frontend
- [Python] - Create the server
- [Keras] - Development the Deep Learning model
- [Balsamiq mockups] - Create the mockups
- [HTML, CSS and Bootstrap] - Code generated by DL model
- [Github] - evented I/O for the backend
- [Nginx and apache server] -