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...

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Bibliographic Details
Main Authors: Kaspar, Alexandre, Oh, Taehyun, Makatura, Liane, Kellnhofer, Petr, Matusik, Wojciech
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Proceedings of Machine Learning Research 2021
Online Access:https://hdl.handle.net/1721.1/129718