A deep learning project to turn website design mockups into actual code shows how deep learning could change front-end development, increase prototyping speed
Within three years deep learning will change front-end development. It will increase prototyping speed and lower the barrier for building software. Tweets: @emilwallner , @fchollet , @stevesi , @feldman , @christianlanng , @brettking , @dpatil , @rstephens , @dalmaer , and @shibl Tweets: Emil Wallner / @emilwallner : I'm thrilled to share my latest deep learning project: Turning a design mockup into code. 1) Give the trained neural network a design image 2) The network converts the image into HTML markup and renders it Article: http://bit.ly/2FoqJQy Code: http://bit.ly/2mkkWDZ pic.twitter.com/dF0nU6O0iD François Chollet / @fchollet : Fascinating (and very extensive) writeup on using deep learning to turn website design mockups into actual code: https://blog.floydhub.com/... @stevesi : Check this out! Crazy cool by @EmilWallner http://blog.floydhub.com/... Adam Feldman / @feldman : This is really something - “Picture-to-code networks are image caption models in disguise.” http://twitter.com/... Christian Lanng / @christianlanng : This is just amazing, shows that the future of machines coding rather than humans are closer than we think! http://twitter.com/... Brett King / @brettking : Watch this neural network (ML algo) read a sketch, write some code and publish a webpage #AI http://twitter.com/... DJ Patil / @dpatil : Exactly why the offshore market for tech coding is in for a massive shakeup http://twitter.com/... Robert Stephens / @rstephens : I hope this is a harbinger of the day when any person can sketch an idea - and have a computer write the code allowing far more people to build ideas. http://twitter.com/... Dion Almaer / @dalmaer : “Let's recap our goal. We want to build a neural network that will generate HTML/CSS markup that corresponds to a screenshot” http://blog.floydhub.com/... Shibl Mourad / @shibl : This is really great and points to reviving efforts to generate code from specs. http://twitter.com/...