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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