Turning Design Mockups Into Code With Deep Learning - FloydHub Blog


98 bookmarks. First posted by mymarkup january 2018.


FloydHub - Deep Learning Platform - Cloud GPU
deeplearning  ai  html  generation  webpage  screenshot  reverseengineering  automated  neuralnetwork  mockup 
11 weeks ago by gilberto5757
-- "Within three years deep learning will change front-end development."
ai  design  html 
12 weeks ago by fdedic
Turning Design Mockups Into Code With Deep Learning Pretty amazing. "In less then two years…
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january 2018 by freerange_inc
Within three years deep learning will change front-end development. It will increase prototyping speed and lower the barrier for building software. The field…
january 2018 by studiomohawk
FloydHub - Deep Learning Platform - Cloud GPU
MachineLearning  mockup 
january 2018 by zero1infinity
In this post, we’ll teach a neural network how to code a basic a HTML and CSS website based on a picture of a design mockup.
webdev  AI 
january 2018 by emerysnyder
めちゃくちゃおもしろいな。
deeplerning  html  design 
january 2018 by summerwind
FloydHub - Deep Learning Platform - Cloud GPU
january 2018 by ogwmnm
Within three years deep learning will change front-end development. It will increase prototyping speed and lower the barrier for building software. The field took off last year when Tony Beltramelli introduced the pix2code paper and Airbnb launched sketch2code.
Archive 
january 2018 by josephaleo
FloydHub - Deep Learning Platform - Cloud GPU
january 2018 by te-online
Turning Design Mockups Into Code With Deep Learning – FloydHub Blog
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january 2018 by jackysee
Within three years deep learning will change front-end development. It will increase prototyping speed and lower the barrier for building software. The field took off last year when Tony Beltramelli introduced the pix2code paper and Airbnb launched sketch2code. via Pocket
Pocket 
january 2018 by LaptopHeaven
Turning Design Mockups Into Code With Deep Learning ::

😳
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january 2018 by davidhund
Turning Design Mockups Into Code With Deep Learning | FloydHub Blog
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january 2018 by rickc57
"In this post, we’ll teach a neural network how to code a basic a HTML and CSS website based on a picture of a design mockup. Here's a quick overview of the process."
deeplearning  machinelearning  artificialintelligence  webdesign  webdevelopment  automation  mockup  html  css 
january 2018 by garrettc
Neural network generates web page markup based on design pictures
neuralnetwork  ai  via:raffi  machinelearning 
january 2018 by nelson
Within three years deep learning will change front-end development. It will increase prototyping speed and lower the barrier for building software. The field took off last year when Tony Beltramelli introduced the pix2code paper and Airbnb launched sketch2code.
january 2018 by itst
RT @fchollet: Fascinating (and very extensive) writeup on using deep learning to turn website design mockups into actual code:
deeplearning  html 
january 2018 by alpinegizmo
how to build a neural network to convert mockups into html
machinelearning  howto  programming  cool 
january 2018 by masukomi
LSTMs are a lot heavier for my cognition compared to CNNs. When I unrolled all the LSTMs they became easier to understand. Fast.ai’s video on RNNs was super useful. Also, focus on the input and output features before you try understanding how they work.
Building a vocabulary from the ground up is a lot easier than narrowing down a huge vocabulary. This includes everything from fonts, div sizes, hex colors to variable names and normal words.
Most of the libraries are created to parse text documents and not code. In documents, everything is separated by a space, but in code, you need custom parsing.
You can extract features with a model that’s trained on Imagenet. This might seem counterintuitive since Imagenet has few web images. However, the loss is 30% higher compared to to a pix2code model, which is trained from scratch. I’d be interesting to use a pre-train inception-resnet type of model based on web screenshots.
ai  design  engineering 
january 2018 by janpeuker
Definitely impressive.
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january 2018 by pdudits
FloydHub - Deep Learning Platform - Cloud GPU
machine_learning  Design  ai 
january 2018 by randeX
In this post, we’ll teach a neural network how to code a basic a HTML and CSS website based on a picture of a design mockup.
deeplearning 
january 2018 by bjm
Turning Design Mockups Into Code With Deep Learning via
MachineLearning  from twitter_favs
january 2018 by juancampa
Turning Design Mockups Into Code With Deep Learning via
MachineLearning  from twitter_favs
january 2018 by jwtulp
The start of AI coded html and css!
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january 2018 by stephendwolff
When they said also developers could lose their jobs to machines in the near future, we laughed. Well...
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january 2018 by pppr
RT : Fascinating (and very extensive) writeup on using deep learning to turn website design mockups into actual code:
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january 2018 by amitkaps