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AutoRecycle: An AI-driven automated recycling bin using Vision Transformers (ViTs). This project leverages the RealWaste dataset and Self-Supervised DINO method to enhance waste sorting accuracy and efficiency. Includes Arduino, Raspberry Pi code, and Jupyter notebook for model training.

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robbiebusinessacc/AutoRecycle

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AutoRecycle: Building an AI-Driven Automated Recycling Bin Using Vision Transformers

Repository Structure

  • Arduino/: Contains the Arduino code for controlling the servo motor.
  • RaspberryPi/: Contains the Python code for image processing and communication with the Arduino.
  • Notebooks/: Contains the Jupyter notebook for model training and evaluation.
  • DataSplit/: Contains scripts for separating the testing data from the rest.
  • Images/: Contains images of the prototype and setup.
  • LICENSE: Contains the license for the project.
  • README.md: Project overview and setup instructions.

Data

The data used in this project is the RealWaste dataset.

License

This project is licensed under the MIT License - see the LICENSE file for details.


For more details, please explore the respective directories.

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AutoRecycle: An AI-driven automated recycling bin using Vision Transformers (ViTs). This project leverages the RealWaste dataset and Self-Supervised DINO method to enhance waste sorting accuracy and efficiency. Includes Arduino, Raspberry Pi code, and Jupyter notebook for model training.

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