Within three years deep learning will change front-end development. It will increase prototyping speed and lower the barrier for building software.
Currently, the largest barrier to automating front-end development is computing power. However, we can use current deep learning algorithms, along with synthesized training data, to start exploring artificial front-end automation right now.
In the provided models, we’ll teach a neural network how to code a basic HTML and CSS website based on a picture of a design mockup.
We’ll build the neural network in three iterations. Starting with a Hello World version, followed by the main neural network layers, and ending by training it to generalize.
... read the whole story at github.com.