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MetaGraspNet Vacuum-End-Effector

Overview

This project is a simple guide on how to build and put together a low-cost vacuum end-effector, perfect for research use. We hope this guide helps fellow researchers and anyone interested in vacuum-based robotic grasping.

Table of Contents

  1. Overview
  2. How to Build
  3. How to Use
  4. Citation
  5. License

How to Build

This section provides step-by-step instructions on how to build the vacuum end-effector. It is designed for the Franka end-effector plate.

Shopping List

Products from other companies may also be suitable.

Step-by-Step Instructions

  1. Print all parts:

    • Print 3D part in ./files/3d-parts
    • Ensure 3D-printed part is clean and the air tube is free of filament.
  2. Glue the push-in fitting and the 3D-part:

    • Connect the suction cup to the 3d-printed part using a thread cutter, and optionally seal with two-component glue (not needed usually).
    • Attach the push-in fitting to the 3d-printed part using a thread cutter. Important: Seal everything with epoxy two-component glue. Let it dry over night.

  1. Final Assembly:
    • Attach the vacuum pump and the push-in fitting.
    • Attach the air to the vacuum pump.

How to Use

Code will be released soon.

Citation

Please consider citing (Link to Paper):

@ARTICLE{metagraspnetv2,
  author={Gilles, Maximilian and Chen, Yuhao and Zeng, Emily Zhixuan and Wu, Yifan and Furmans, Kai and Wong, Alexander and Rayyes, Rania},
  journal={IEEE Transactions on Automation Science and Engineering}, 
  title={MetaGraspNetV2: All-in-One Dataset Enabling Fast and Reliable Robotic Bin Picking via Object Relationship Reasoning and Dexterous Grasping}, 
  year={2023},
  volume={},
  number={},
  pages={1-19},
  doi={10.1109/TASE.2023.3328964}}

License

The project is under CC BY-NC-SA 3.0 license.

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