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@RMDLO

Representing and Manipulating Deformable Linear Objects

The RMDLO project from UIUC studies robotic perception and manipulation of Deformable Linear Objects including wire and rope.
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Representing and Manipulating Deformable Linear Objects

Introduction

This is the GitHub organization home page for the Representing and Manipulating Deformable Linear Objects (RMDLO) project from theBretl Research Group at the University of Illinois at Urbana-Champaign (UIUC). The project studies robotic manipulation, grasp planning, tactile sensing, segmentation, simulation, and tracking of wires and ropes.

Our growing hardware stack comprises software for controlling two ABB IRB120 6DOF robotic manipulators, the Rethink Robotics Sawyer 7DOF manipulator, the OnRobot 2FG7 gripper, the Intel RealSense d435 camera, the ZED Mini camera, and the DIGIT tactile sensor. For any project-related inquiries or requests, please contactHolly Dinkel [hdinkel2@illinois.edu].

Collaborators

Hameed Abdul-Rashid, Timothy Bretl, Brian Coltin, Holly Dinkel, Achintya Gahalaut, Naixiang (Gabe) Gao, Zikun (Tony) Liu, Raghavendra (Raghav) Navaratna, Florian Pokorny, Bhumsitt Pramuanpornsatid, Yash Rathod, Fuad Samhouri, Trey Smith, Jingyi Xiang, Muhammad Zahid, Harry Zhao

References

H. Dinkel, R. Navaratna, J. Xiang, B. Coltin, T. Smith, and T. Bretl (2024) "KnotDLO: Toward Interpretable Knot Tying", ICRA Workshop on 3D Visual Representations for Robot Manipulation.[Paper][Poster][Video]

J. Xiang, H. Dinkel, H. Zhao, N. Gao, B. Coltin, T. Smith, and T. Bretl (2023) "TrackDLO: Tracking Deformable Linear Objects Under Occlusion with Motion Coherence", IEEE Robotics and Automation: Letters.[Paper][Code][Poster][Video]

J. Xiang and H. Dinkel (2023) "Simultaneous Shape Tracking of Multiple Deformable Linear Objects with Global-Local Topology Preservation", ICRA Workshop on Deformable Objects.[Paper][Code][Poster][Video]

H. Dinkel, J. Xiang, H. Zhao, B. Coltin, T. Smith, and T. Bretl (2022) "Wire Point Cloud Instance Segmentation from RGBD Imagery with Mask R-CNN", ICRA Workshop on Deformable Objects.[Paper][Code][Video][Supplementary Video]

Funding and Resource Acknowledgment

This work is supported through NASA Space Technology Graduate Research Opportunity award 80NSSC21K1292, U.S. Department of Education Graduate Assistance in Areas of National award P200A180050-19, a P.E.O. International Scholar Award, a Zonta International Amelia Earhart Fellowship, an Illinois Space Grant Consortium Graduate Research Fellowship, the Illinois Space Grant Consortium Undergraduate Research Opportunity Program, the UIUC Promoting Undergraduate Research in Engineering program, the UIUC Office of Undergraduate Research, the UIUC Department of Aerospace Engineering, the UIUC Coordinated Science Laboratory, the UIUC Department of Electrical and Computer Engineering, and the UIUC Siebel School of Computing and Data Science.


https://github.com/RMDLO

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  1. abb_dual_armabb_dual_armPublic

    This repository contains ROS packages and helper functions for planning and executing paths with two ABB IRB120 robotic manipulators.

    C++ 19 2

  2. COCOpen-OpenCVCOCOpen-OpenCVPublic

    First-Prize winner in the Core Track of the 2022 OpenCV AI Competition

    Python 5 1

  3. trackdlotrackdloPublic

    [RA-L 2023, ICRA 2024, ICRA RMDO 2024] This repository contains the code used in our paper, "TrackDLO: Tracking Deformable Linear Objects Under Occlusion with Motion Coherence." This algorithm is u…

    C++ 34 11

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Showing 10 of 29 repositories
  • abb_dual_arm Public

    This repository contains ROS packages and helper functions for planning and executing paths with two ABB IRB120 robotic manipulators.

    RMDLO/abb_dual_arm’s past year of commit activity
    C++ 19 2 0 0 UpdatedFeb 7, 2025
  • trackdlo Public

    [RA-L 2023, ICRA 2024, ICRA RMDO 2024] This repository contains the code used in our paper, "TrackDLO: Tracking Deformable Linear Objects Under Occlusion with Motion Coherence." This algorithm is useful for tracking the motion of DLOs, including wire and rope, under several categories of occlusion without physics simulation.

    RMDLO/trackdlo’s past year of commit activity
    C++ 34 11 0 0 UpdatedFeb 7, 2025
  • .github Public
    RMDLO/.github’s past year of commit activity
    00 0 0 UpdatedFeb 3, 2025
  • st_handeye_graph Public Forked fromkoide3/st_handeye_graph

    General hand-eye calibration based on reprojection error minimization and pose graph optimization

    RMDLO/st_handeye_graph’s past year of commit activity
    Makefile0 27 0 0 UpdatedFeb 3, 2025
  • depthai-ros Public Forked fromluxonis/depthai-ros

    Official ROS Driver for DepthAI Sensors.

    RMDLO/depthai-ros’s past year of commit activity
    C++0MIT 201 0 0 UpdatedJan 28, 2025
  • sam2 Public Forked fromfacebookresearch/sam2

    The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

    RMDLO/sam2’s past year of commit activity
    Jupyter Notebook0Apache-2.0 1,583 0 0 UpdatedDec 25, 2024
  • Knot-DLO Public

    Paper website

    RMDLO/Knot-DLO’s past year of commit activity
    JavaScript00 0 0 UpdatedMar 6, 2024
  • simple-reachability Public Forked fromvonunwerth/simple-reachability

    Calculate the workspace for a robot and visualize it in RVIZ

    RMDLO/simple-reachability’s past year of commit activity
    C++0 5 0 0 UpdatedDec 14, 2023
  • COCOpen-OpenCV Public

    First-Prize winner in the Core Track of the 2022 OpenCV AI Competition

    RMDLO/COCOpen-OpenCV’s past year of commit activity
    Python 5MIT 1 0 0 UpdatedAug 16, 2023
  • multi-dlo Public
    RMDLO/multi-dlo’s past year of commit activity
    Python 20 0 0 UpdatedJul 18, 2023

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