[huula]

Looks cool! I recently posted HuulaTypesetter (https://huu.la/ai/typesetter) which infers font sizes for web pages based on DOM context and CSSRooster which infers CSS class names based on the context. I'm really happy to see that there are more intelligence happening in the design world! The dream of replacing Web UI design with AI will one day come true!

All (deep) learning models suffers the issue of 'garbage in garbage out', so one way that could make the palettes more related to real world web designs is to learn the colors used in web designs directly instead of from photographs and movies since those data will has much more noise than good web designs (with video and images stripped out of course).

[agumonkey]

I'm not 100% fond of the layout suggestions, but I have to admit there's a peaceful balance in them.

[huula]

Yeah, statistical models just give you the most probable result (in terms of the data we train it on), so if you are a creative person, you probably won't find it useful.

[vanderZwan]

Sounds like it would be ideal for situations where you want the layout itself to be as neutral and out-of-the-way as possible, since these are judgement biased by normalisation.

[cardigan]

Hmm, a model could also give you multiple very different designs to help you see more possibilities