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Robotic Engineering Projects

First place in the world in Manufacturing

  • Published by Bachelor of Engineering Program in Robotics Engineeing
  • This research project is about checking the quality of the lens with machine learning methods and Machine VISION
  • The result of experiments show that the lens quality checking using machine learning can be achieved a performance testing with 99
  • This method can be applied to check the quality of lens in manufacturing automation in the future Keywords : checking the quality of the lens / polarization / image processing / machine learning

before polarization

after polarization

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Checking Quality from MachineLearning

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  • Python 89.1%
  • Java 5.9%
  • C++ 5.0%