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Machine Learning·2025

Deepfake Video Detection Using Neural Networks

Deep learning-based deepfake detection system.

# The Problem

The increasing availability of AI-generated videos makes reliable deepfake detection increasingly important.

# The Solution

Built a CNN-LSTM model trained on facial landmark sequences and deployed it through a Flask web application for real-time predictions.

# My Role

  • Prepared and processed datasets.
  • Designed the CNN-LSTM architecture.
  • Built the Flask web application.
  • Performed model training and evaluation.

# Technology

PythonTensorFlowKerasFlaskOpenCVDlibNumPy