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fruit classification machine

this system used for fruit classification Based on fruit type or fruit quality and other upon selected trained model

Hardware

  • you can get hardware conponents from here
  • we used arduino uno.
  • webcam
  • servo motor
  • geared motor with encoder

software

  • HW_controller: on arduino that send hardware state to PC and does what PC tells it to do through the serial. It use PID control to reach the speed goal.

  • main script, is running on PC and tells arduino what to do with a GUI

  • you can biuld your model from this script "build_model".

How to use

  • upload arduino code on arduino using arduino IDE.
  • install python3 on your system
  • install some libraries.
pip install opencv-python
pip install tk
pip install Pillow
pip install pyserial
pip install tensorflow

python main.py

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this system used for fruit classification Based on fruit type or fruit quality and other ubon selected trained model

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