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Armlab : Robotic Arm Manipulation project

A project for 2021 Fall ROB 550: Robotics Systems Lab at University of Michigan, Ann Arbor.

image

An overview of this project:

  • Acting

    • 6-DOF rigid-body coordinate transforms using homogeneous coordinate transforms
    • Forward kinematics modeling of a manipulator
    • Inverse kinematics modeling of a manipulator
    • Grasping
  • Perception

    • 3D image/workspace calibration
    • Object detection with OpenCV
    • Depth camera sensors -> Build a blocks detector image
  • Reasoning

    • Path planning & path smoothing
    • State machines

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