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manipulator-robotics

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An advanced robotics initiative harnessing Kinect's computer vision capabilities for precise object detection and manipulation, coupled with robust autonomous navigation and path planning technologies. Powered by an Arduino for seamless hardware control and real-time responsiveness.

  • Updated May 14, 2024
  • Jupyter Notebook

This repository showcases my work in Planning for Autonomous Robots, focusing on planning techniques applied to industrial robots such as KUKA. The work involves leveraging Moveit in Gazebo for proficient execution of pick and place operations. Throughout the course, I also learned various 2D search algorithms, ranging from A* to RRT and its types.

  • Updated Jan 8, 2024
  • Python

This repository contains Python scripts for simulating the movements of a robotic arm in both 3D and 4D environments. The simulations demonstrate the arm's capability to track complex trajectories and perform intricate movements, showcasing the potential applications in real-life robotics.

  • Updated Nov 16, 2023
  • Python

This project focuses on training robots to grasp everyday objects accurately. We gather a unique point cloud dataset using an iPhone's LiDAR and process it with Polycam. We develop a PointNet model from scratch to perform multi-class classification and part-segmentation, guiding the robot on where to grasp objects.

  • Updated Oct 30, 2023
  • Python

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