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SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design

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Ari Seff: Releasing a new dataset, SketchGraphs, which contains 15 million CAD sketches coupled with their geometric constraint graphs. https://youtu.be/ki784S3wjqw https://arxiv.org/abs/2007.08506 https://github.com/PrincetonLIPS/SketchGraphs/ w/ Yaniv Ovadia, @zhouwenda, @ryan_p_adams https://t.co/U0LwJJoGlb

2 replies, 335 likes


Ryan Adams: I'm really excited about this data set. I hope it will stimulate work into ML for design, geometric program induction, and new kinds of generative modeling.

2 replies, 316 likes


Jack Clark: SketchGraphs - 15 million CAD diagrams. Also, a case where an AI dataset looks like the machine-version of the glyphs from Arrival. https://arxiv.org/abs/2007.08506 Writing up for Import AI #206; read past issues here: http://importai.net and subscribe here: https://us13.campaign-archive.com/home/?u=67bd06787e84d73db24fb0aa5&id=6c9d98ff2c https://t.co/6B3VDS84if

4 replies, 79 likes


Ari Seff: We encourage creative uses of SketchGraphs (contact with extraterrestrials not guaranteed)

0 replies, 7 likes


Content

Found on Jul 17 2020 at https://arxiv.org/pdf/2007.08506.pdf

PDF content of a computer science paper: SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design