deep learning model that learns to code with drawing in the Processing language

Overview

sketchnet

sketchnet - processing code generator

can we teach a computer to draw pictures with code. We use Processing and java/jruby code paired with the pictures it makes to train the system. The model will then be able to take unseen images generate working code for it.

For more info and results, see the blog post: http://www.jtoy.net/projects/sketchnet/

As far as we know, this should be the first working model to generate working usable code.

functions we are interested in modeling

  • sin/cos
  • shapes: ellipse/rect/etc
  • line
  • bezier

references

Owner
By Day, building scalable companies. By Night, researching computational models of intelligence, currently focused on embodied cognition research.
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