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smart-bin

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Multi-task deep learning pipeline for automated waste sorting — classifies incoming waste by material type, recyclability, liquid content, & component count using four CNN models. Achieved 92.4% accuracy on real-world external data. Built in collaboration with Nestlé & Dawar; deployed in a physical smart bin prototype. — AUC Senior Thesis 2026

  • Updated May 30, 2026
  • Jupyter Notebook

Cura is a smart trash bin powered by Arduino, featuring real-time fill level monitoring with an ultrasonic sensor and a 16x2 I2C LCD display. It provides smooth, accurate readings, fun animations, and status alerts to make waste management engaging and efficient. Includes a calibration utility for easy setup and customization.

  • Updated Jul 30, 2025
  • C++

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