dough-net.github.io - A Visual Predictive Model for Topological Manipulation of Deformable Objects

Description: A Visual Predictive Model for Topological Manipulation of Deformable Objects

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A Visual Predictive Model for Topological Manipulation of Deformable Objects

Dominik Bauer 1 , Zhenjia Xu 1,2 , Shuran Song 1,2 1 Columbia University, 2 Stanford University

tl;dr Our predictive model enables planning of robotic manipulation for geometrical deformation and topological change of elastoplastic objects; taking only a single RGBD observation as input, we select the best tool, its pose and opening width to recreate the desired robot- or human-made goal shape.