Neural inverse knitting: From images to manufacturing instructions

Motivated by the recent potential of mass customization brought by whole-garment knitting machines, we introduce the new problem of automatic machine instruction generation using a single image of the desired physical product, which we apply to machine knitting. We propose to tackle this problem by...

Full description

Bibliographic Details
Main Authors: Kaspar, Alexandre (Author), Oh, Taehyun (Author), Makatura, Liane (Author), Kellnhofer, Petr (Author), Matusik, Wojciech (Author)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Proceedings of Machine Learning Research, 2021-02-08T23:09:06Z.
Subjects:
Online Access:Get fulltext