Published December 8, 2022 | Version v1
Dataset Open

Neural Joint Space Implicit Signed Distance Functions [Data & Code]

  • 1. ROR icon École Polytechnique Fédérale de Lausanne

Description

These data files containg code sources for dataset creation & model learning (neural-jsdf.zip) and collected synthetic dataset of free & collided postures for robotic arm Franka (sdf_3m_full_mesh.mat). Follow the Readme.MD files to launch the code if needed.

Corresponding Git repo: https://github.com/epfl-lasa/Neural-JSDF

Files

neural-jsdf.zip

Files (454.3 MB)

Name Size Download all
md5:7092c8bc658af83fc1632ff085b84976
187.9 MB Preview Download
md5:78f70a2ecd643f669de94fcaaa4d6bf1
266.4 MB Download

Additional details

Related works

Is supplement to
Journal article: 10.1109/LRA.2022.3227860 (DOI)

Funding

European Commission
SAHR - Skill Acquisition in Humans and Robots 741945