Turning Design Mockups Into Code With Deep Learning - FloydHub Blog


88 bookmarks. First posted by mymarkup 11 days ago.


Turning Design Mockups Into Code With Deep Learning Pretty amazing. "In less then two years…
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3 days ago 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…
4 days ago by studiomohawk
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MachineLearning  mockup 
5 days ago by zero1infinity
めちゃくちゃおもしろいな。
deeplerning  html  design 
5 days ago by summerwind
FloydHub - Deep Learning Platform - Cloud GPU
5 days ago 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.
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6 days ago by josephaleo
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6 days ago by te-online
Turning Design Mockups Into Code With Deep Learning – FloydHub Blog
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6 days ago 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
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7 days ago by LaptopHeaven
Turning Design Mockups Into Code With Deep Learning ::

😳
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8 days ago by davidhund
Turning Design Mockups Into Code With Deep Learning | FloydHub Blog
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9 days ago 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 
9 days ago by garrettc
Neural network generates web page markup based on design pictures
neuralnetwork  ai  via:raffi  machinelearning 
9 days ago 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.
9 days ago by itst
RT @fchollet: Fascinating (and very extensive) writeup on using deep learning to turn website design mockups into actual code:
deeplearning  html 
10 days ago by alpinegizmo
how to build a neural network to convert mockups into html
machinelearning  howto  programming  cool 
10 days ago 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 
10 days ago by janpeuker
Definitely impressive.
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10 days ago by pdudits
FloydHub - Deep Learning Platform - Cloud GPU
machine_learning  Design  ai 
10 days ago 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 
10 days ago by bjm
Turning Design Mockups Into Code With Deep Learning via
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10 days ago by juancampa
Turning Design Mockups Into Code With Deep Learning via
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10 days ago by jwtulp
The start of AI coded html and css!
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10 days ago by stephendwolff
When they said also developers could lose their jobs to machines in the near future, we laughed. Well...
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10 days ago by pppr
Favorite tweet: fchollet

Fascinating (and very extensive) writeup on using deep learning to turn website design mockups into actual code: https://t.co/5nB60Dqtiv

— François Chollet (@fchollet) January 10, 2018

http://twitter.com/fchollet/status/951205326329602048
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10 days ago by tswaterman
Within three years deep learning will change front-end development. It will increase prototyping speed and lower the barrier for building software. The field…
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10 days ago by matttrent
Fascinating (and very extensive) writeup on using deep learning to turn website design mockups into actual code:
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11 days ago by coty
FloydHub - Deep Learning Platform - Cloud GPU
ai  design  html  neuralnetwork 
11 days ago by david.parrott
Within three years deep learning will change front-end development. It will increase prototyping speed and lower the barrier for building software. The field…
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11 days ago by rogerhsueh