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artificial-intelligence-and-machine-learning

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Advanced UPI Fraud Detection System using machine learning and deep learning techniques. Features real-time transaction monitoring, multi-model ensemble detection, and interactive dashboard Visualization.

  • Updated Oct 10, 2025
  • Python

Automated classification of 7 different types of dry beans using machine learning techniques. This project leverages computer vision-extracted geometric and shape features (such as Area, Perimeter, and Shape Factors) to accurately identify bean varieties including Barbunya, Bombay, Cali, Dermason, Horoz, Seker, and Sira.

  • Updated Jan 22, 2026
  • Jupyter Notebook

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