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conveyor-belt

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PyTorch-PDQN-for-Digital-Twin-ACS

PyTorch implementation of RIC for conveyor systems with Deep Q-Networks (DQN) and Profit-Sharing (PS). Wang, T., Cheng, J., Yang, Y., Esposito, C., Snoussi, H., & Tao, F. (2020). Adaptive Optimization Method in Digital Twin Conveyor Systems via Range-Inspection Control. IEEE Transactions on Automation Science and Engineering.

  • Updated Jul 5, 2022
  • Python
conveyor-object-detection

Implementation of deep learning method (EfficientDet) and conventional computer vision method for detecting moving objects on a trainer conveyor

  • Updated Feb 22, 2024
  • Jupyter Notebook

Use the ArUco marker to calculate the relative coordinates and move Turtlebot3 to the corresponding location. Recognize a small box as an object with yolo8, pick it up with the manipulator, and place it on the conveyor belt. Pick up the box again at the end of the conveyor belt and move it to the unloading area.

  • Updated Jan 15, 2025
  • Python

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