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Deep learning and computer vision based intelligent robot arm picks different color of bottle caps.

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AI4IS/Vision-based-Intelligent-Robot-Arm-Game

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Vision-based-Intelligent-Robot-Arm-Game

Deep learning and computer vision based intelligent robot arm picks different color of bottle caps.

Equipments

  • Dobot (robot arm)
  • RealSense d435 (depth camera)

You should know

  • how to use OpenCV
  • how to train a yolov5 model (deep learning)
  • how to use Dobot and RealSense api
  • Robot arm inverse kinematics
  • Camera calibration

You can view our demo by visiting the video https://youtu.be/lpzVwQIzMhM?si=JPhQXJa5e3zJex9v , https://youtu.be/U5HBWdTwz8k?si=u7mHrlaMDJk7-0RA and https://youtu.be/rpkPVAdVu0Y

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Deep learning and computer vision based intelligent robot arm picks different color of bottle caps.

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