Graph2Plan: Learning Floorplan Generation from Layout Graphs

Posted by nonoesp on Wednesday May 13, 2020 @10:39AM
from the arxiv.org dept.

https://arxiv.org/abs/2004.13204

( 6 comments | 55 points | on HN )

Re:Graph2Plan: Learning Floorplan Generation from Layout Graphs by carapace on Wednesday May 13, 2020 @02:01PM (#23169724)

Good, now teach it Pattern Language.

Christopher Alexander FTW!

https://www.livingneighborhoods.org/ht-0/bln-exp.htm

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Re:Graph2Plan: Learning Floorplan Generation from Layout Graphs by quantazelle on Wednesday May 13, 2020 @02:19PM (#23169934)

OMG! This exists! I have been thinking about doing something similar.

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Re:Graph2Plan: Learning Floorplan Generation from Layout Graphs by charleskinbote on Wednesday May 13, 2020 @12:07PM (#23168326)

Reminds me of similar work done with genetic algorithms: https://www.joelsimon.net/evo_floorplans.html

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Re:Graph2Plan: Learning Floorplan Generation from Layout Graphs by nrjames on Wednesday May 13, 2020 @01:37PM (#23169394)

Also reminds me of Joris Dorman's cyclic dungeon work for the game Unexplored: https://www.youtube.com/watch?v=_wvkTT-6P3Q

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Re:Graph2Plan: Learning Floorplan Generation from Layout Graphs by nonoesp on Thursday May 14, 2020 @05:33AM (#23177416)

A similar model is #HouseGAN done by researchers Nelson Nauata & Chin-Yi Cheng at Autodesk Research in 2019.

Post → https://nono.ma/housegan Paper → https://arxiv.org/abs/2003.06988 GIF → https://nono.imgix.net/img/u/post-housegan-200401.gif?ixlib=...

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Re:Graph2Plan: Learning Floorplan Generation from Layout Graphs by vlovich123 on Wednesday May 13, 2020 @05:19PM (#23171951)

Could be cool to expand this to electoral map building. Then you don't even need to manually draw the lines. Publish the loose constraints & the source data & everyone can regenerate their own electoral map to confirm no funny business.

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