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Self-driving vehicle prototype with vision-based control for lane navigation and YOLO for sign recognition and obedience

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Autonomous driving unit with Puzzlebot and YOLO

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Authors

Esteban Padilla Cerdio Karen Cebreros López Andrea González Arredondo Naomi Estefanía Nieto Vega Aranza Leal Aguirre

Execution

  1. Install YOLOv5 from Ultralitics
  2. Download Manchester Robotics LTD's YOLOv5 Library and place it in Home
  3. Install the Requirements for YOLOv5, found in Requirements.txt inside Manchester's library
  4. Install OpenCV, Numpy and Itertools
  5. Place this folder in an Ubuntu-ROS machine, inside catkin_ws/src
  6. Go to catkin_ws
  7. Execute catkin_make
  8. Execute YOLO node with roslaunch final_challenge yolo.launch
  9. Execute main program with roslaunch final_challenge main.launch

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Self-driving vehicle prototype with vision-based control for lane navigation and YOLO for sign recognition and obedience

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