This project integrated computer vision and robotic manipulation to develop a pick-and-place system capable of sorting objects using an OpenManipulator-X robot arm. The system was implemented in MATLAB, where our team derived forward and inverse kinematics, velocity control, and generated quintic trajectories in both joint and task space. Skills gained from this project include MATLAB programming, robot kinematics, trajectory planning, velocity control, and computer vision.